Open Educational Resources | Pao Yue-kong Library, The Hong Kong Polytechnic University

Courseware

Project Management of Engineering Projects: Preparing for Success

This business and management course will focus on the necessary project management skills to successfully manage projects, distinguishing three areas: the project manager and the team, the project process and the project context. The course focuses on the early project phases, including examples from technical projects within various sectors and industries (amongst others, but not limited to, infrastructure projects and construction projects).

Keywords:: Engineering -- Management Project management
Resource Type:: Courseware

Courseware

Prototyping Avionics

Students of this course will learn to design, build, and debug printed-circuit-boards.

Subjects:: Aeronautical and Aviation Engineering and Electrical Engineering
Keywords:: Avionics Printed circuits -- Design construction
Resource Type:: Courseware

Presentation

Publishing and Consuming Linked Sensor Data

This video was recorded at COIN / PlanetData Winter School on Knowledge Technologies for Complex Business Environments, Ljubljana 2011. Organized by COIN FP7 Integrated Project and PlanetData FP7 Network of Excellence, the school seeks to bring together students, scholars and researchers from industry in order to foster collaboration and interoperability with innovative services and project large-scale data management in business environments. The main topics of the winter school are: Interoperability and collaboration models and solutions, Enterprise interoperability and collaboration services, Innovative knowledge and semantically powered technologies, Knowledge process and context modelling, Pro-active knowledge tools, Large scale analytics and reasoning tools, Business cases and real case studies. Detailed information can be found here.

Subjects:: Computing
Keywords:: Crowd funding Technological innovations Industrial management
Resource Type:: Presentation

Others

Python

Learn the most important language for data science.

Subjects:: Computing
Keywords:: Python (Computer program language)
Resource Type:: Others

Others

Python For Beginners

Welcome! Are you completely new to programming? If not then we presume you will be looking for information about why and how to get started with Python. Fortunately an experienced programmer in any programming language (whatever it may be) can pick up Python very quickly. It's also easy for beginners to use and learn, so jump in!

Course related:: EIE3343 Computer System Principles
Subjects:: Computing
Keywords:: Python (Computer program language)
Resource Type:: Others

MOOC

Python for Everybody Specialization

This Specialization builds on the success of the Python for Everybody course and will introduce fundamental programming concepts including data structures, networked application program interfaces, and databases, using the Python programming language. In the Capstone Project, you’ll use the technologies learned throughout the Specialization to design and create your own applications for data retrieval, processing, and visualization.

Subjects:: Computing
Keywords:: Python (Computer program language)
Resource Type:: MOOC

e-book

Python for Everybody: Exploring Data Using Python 3

I never seemed to find the perfect data-oriented Python book for my course, so I set out to write just such a book. Luckily at a faculty meeting three weeks before I was about to start my new book from scratch over the holiday break, Dr. Atul Prakash showed me the Think Python book which he had used to teach his Python course that semester. It is a well-written Computer Science text with a focus on short, direct explanations and ease of learning.The overall book structure has been changed to get to doing data analysis problems as quickly as possible and have a series of running examples and exercises about data analysis from the very beginning. Chapters 2–10 are similar to the Think Python book, but there have been major changes. Number-oriented examples and exercises have been replaced with data- oriented exercises. Topics are presented in the order needed to build increasingly sophisticated data analysis solutions. Some topics like try and except are pulled forward and presented as part of the chapter on conditionals. Functions are given very light treatment until they are needed to handle program complexity rather than introduced as an early lesson in abstraction. Nearly all user-defined functions have been removed from the example code and exercises outside of Chapter 4. The word “recursion”1 does not appear in the book at all. In chapters 1 and 11–16, all of the material is brand new, focusing on real-world uses and simple examples of Python for data analysis including regular expressions for searching and parsing, automating tasks on your computer, retrieving data across the network, scraping web pages for data, object-oriented programming, using web services, parsing XML and JSON data, creating and using databases using Structured Query Language, and visualizing data. The ultimate goal of all of these changes is a shift from a Computer Science to an Informatics focus is to only include topics into a first technology class that can be useful even if one chooses not to become a professional programmer.

Subjects:: Computing
Keywords:: Computer programming Programming languages (Electronic computers) Textbooks Python (Computer program language)
Resource Type:: e-book

Courseware

Quantum Optical Communication

6.453 Quantum Optical Communication is one of a collection of MIT classes that deals with aspects of an emerging field known as quantum information science. This course covers Quantum Optics, Single-Mode and Two-Mode Quantum Systems, Multi-Mode Quantum Systems, Nonlinear Optics, and Quantum System Theory.

Subjects:: Electronic and Information Engineering and Physics
Keywords:: Quantum optics Quantum theory Nonlinear optics
Resource Type:: Courseware

Courseware

Railway Engineering: An Integral Approach

Have you ever wondered what it takes to get your train on the right platform at the scheduled time every day? Understanding the complexity behind today’s sophisticated railway systems will give you a better insight into how this safe and reliable transportation system works. We will show you the many factors which are involved and how multiple people, behind the scenes, have a daily task that enables you to get from home to work. Journey with us into the world of rail – a complex system that connects people, cities and countries. Railway systems entail much more than a train and a track. They are based on advanced technical and operational solutions, dealing with continuously changing demands for more efficient transport for both passengers and freight every day. Each system consists of many components that must be properly integrated: from trains, tracks, stations, signaling and control systems, through monitoring, maintenance and the impact on cities, landscape and people. This integration is the big challenge and the source of many train delays, inconvenient connections and other issues that impact our society. This engineering course attempts to tackle those issues by introducing you to a holistic approach to railway systems engineering. You will learn how the system components depend on each other to create a reliable, efficient and state-of-the-art network.

Subjects:: Electrical Engineering and Transportation
Keywords:: Railroad engineering
Resource Type:: Courseware

e-book

Relational Databases and Microsoft Access

This text is a free introductory text that introduces MS Access and relational database design. The motivation is to support a second-year course on database systems which, to the student, is either a service course providing an introduction to database concepts, or, as a prerequisite for more advanced study in the field.

Subjects:: Computing
Keywords:: Microsoft Access Relational databases Textbooks
Resource Type:: e-book

Others

Replication Data for Chen, V.L., Delmas, M.A., Locke S., Singh, A. 2017. Information Strategies for Energy Conservation: A Field Experiment in India. Energy Economics

The data presented in this article are related to the research article entitled: “Information Strategies for Energy Conservation: A Field Experiment in India” (Victor L. Chen, Magali A. Delmas, Stephen L. Locke, Amarjeet Singh, 2017).The availability of high-resolution electricity data offers benefits to both utilities and consumers to understand the dynamics of energy consumption for example, between billing periods or times of peak demand. However, few public datasets with high-temporal resolution have been available to researchers on electricity use, especially at the appliance-level. In this article, we describe data collected in a residential field experiment for 19 apartments at an Indian faculty housing complex during the period from August 1, 2013 to May 12, 2014. The dataset includes detailed information about electricity consumption. It also includes information on apartment characteristics and hourly weather variation to enable further studies of energy performance. These data can be used by researchers as training datasets to evaluate electricity usage consumption.

Subjects:: Electrical Engineering
Keywords:: India Electric power -- Conservation Electric power consumption
Resource Type:: Others

Video

Research Skills for Engineering Students: Module 2, Part 2: Types of engineering information

In this video, you’ll continue to learn how to evaluate and identify different types of sources.

Subjects:: Statistics and Research Methods
Keywords:: Information resources Engineering -- Research
Resource Type:: Video

Video

Research skills for engineering students: Module 5, Part 1: Academic databases

In this video, you’ll learn what databases are, and some tips for searching them effectively.

Subjects:: Statistics and Research Methods
Keywords:: Engineering -- Research Database searching
Resource Type:: Video

Video

Robot Alice: The Science behind an Application that Stole the Hearts Worldwide

An online lecture on the topic of "Robot Alice: The Science behind an Application that Stole the Hearts Worldwide".This lecture is suitable for secondary school and university students as well as the general public.

Subjects:: Social Design
Keywords:: Robotics Robots -- Design construction
Resource Type:: Video

Others

Role of Human Factors in the FAA

In the Federal Aviation Administration(FAA), Human Factors is defined as a“multidisciplinary effort to generate and compile information about human capabilities and limitations and apply that information to equipment, systems,facilities, procedures, jobs, environments, training, staffing, and personnel management for safe,comfortable, and effective human performance” (FAA Order 9550.8A). FAA human factors researchers seek to understand the physical, behavioral, cognitive, and social characteristics of aviation professionals—such as pilots, air traffic controllers,technical operations specialists, and aircraft maintenance technicians—and the systems that they use.

Course related:: AAE4903 Human Factors in Aviation
Subjects:: Aeronautical and Aviation Engineering
Keywords:: Aeronautics -- Safety measures United States. Federal Aviation Administration Aeronautics -- Human factors
Resource Type:: Others

Others

Runoob.com

菜鸟教程的 Slogan 为：学的不仅是技术，更是梦想！我们相信：再牛逼的梦想也抵不住傻逼似的坚持！我们坚持一件事情，并不是因为这样做了会有效果，而是坚信，这样做是对的。本站域名为 runoob.com, runoob 为 Running Noob 的缩写，意为：奔跑的菜鸟。本站包括了HTML、CSS、Javascript、PHP、C、Python等各种基础编程教程。同时本站中也提供了大量的在线实例，通过实例，您可以更好地学习如何建站。本站致力于推广各种编程语言技术，所有资源是完全免费的，并且会根据当前互联网的变化实时更新本站内容。

Subjects:: Computing
Keywords:: Programming languages (Electronic computers) Computer programming
Resource Type:: Others

Others

SAP Learning Hub

Explore all editions, tailored for your needs. Learn the skills you need, anytime, anywhere, in the style and formats that work best for you. Our various editions provide you with the learning resources you need for your role and skill level. Designed for professional roles, like consultants, administrators, developers and those involved in SAP software implementation or deployment, to build solution proficiency in multiple product areas.

Course related:: LGT3108 Introduction to Enterprise Resource Planning System
Subjects:: Computing
Keywords:: Application software Enterprise application integration (Computer systems)
Resource Type:: Others

Presentation

SEEKDA as IT Multiplier: The Web Services Portal

This video was recorded at COIN / PlanetData Winter School on Knowledge Technologies for Complex Business Environments, Ljubljana 2011. Organized by COIN FP7 Integrated Project and PlanetData FP7 Network of Excellence, the school seeks to bring together students, scholars and researchers from industry in order to foster collaboration and interoperability with innovative services and project large-scale data management in business environments. The main topics of the winter school are: Interoperability and collaboration models and solutions, Enterprise interoperability and collaboration services, Innovative knowledge and semantically powered technologies, Knowledge process and context modelling, Pro-active knowledge tools, Large scale analytics and reasoning tools, Business cases and real case studies.

Subjects:: Management and Computing
Keywords:: Enterprise application integration (Computer systems) Internetworking (Telecommunication) Management information systems Information resources management
Resource Type:: Presentation

Others

SQL Tutorial

SQL is a standard language for storing, manipulating and retrieving data in databases.Our SQL tutorial will teach you how to use SQL in: MySQL, SQL Server, MS Access, Oracle, Sybase, Informix, Postgres, and other database systems.

Course related:: COMP5112 Data Structures and Database Systems
Subjects:: Computing
Keywords:: SQL (Computer program language)
Resource Type:: Others

Others

SUFR-W (Subtasks of unconstrained face recognition)

This package contains: 1. SUFR-W, a dataset of “in the wild” natural images of faces gathered from the internet. The protocol used to create the dataset is described in Leibo, Liao and Poggio (2014) - https://cbmm.mit.edu/publications/conference-abstracts/subtasks-unconstrained-face-recognition 2. The full set of SUFR synthetic datasets, called the “Subtasks of Unconstrained Face Recognition Challenge” in Leibo, Liao and Poggio (2014) - https://cbmm.mit.edu/publications/conference-abstracts/subtasks-unconstrained-face-recognition

Subjects:: Computing
Keywords:: Human face recognition (Computer science) Optical pattern recognition
Resource Type:: Others

Presentation

Sampling Table Configurations for the Hierarchical Poisson-Dirichlet Process

This video was recorded at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Athens 2011. Hierarchical modeling and reasoning are fundamental in machine intelligence, and for this the two-parameter Poisson-Dirichlet Process (PDP) plays an important role. The most popular MCMC sampling algorithm for the hierarchical PDP and hierarchical Dirichlet Process is to conduct an incremental sampling based on the Chinese restaurant metaphor, which originates from the Chinese restaurant process (CRP). In this paper, with the same metaphor, we propose a new table representation for the hierarchical PDPs by introducing an auxiliary latent variable, called table indicator, to record which customer takes responsibility for starting a new table. In this way, the new representation allows full exchangeability that is an essential condition for a correct Gibbs sampling algorithm. Based on this representation, we develop a block Gibbs sampling algorithm, which can jointly sample the data item and its table contribution. We test this out on the hierarchical Dirichlet process variant of latent Dirichlet allocation (HDP-LDA) developed by Teh, Jordan, Beal and Blei. Experiment results show that the proposed algorithm outperforms their "posterior sampling by direct assignment" algorithm in both out-of-sample perplexity and convergence speed. The representation can be used with many other hierarchical PDP models.

Subjects:: Computing
Keywords:: Machine learning Artificial intelligence
Resource Type:: Presentation

e-journal

SciDoc Publishers

"SciDoc Publishers" is an Open Access publisher established with a sole motive to disseminate knowledge among the scientific community. The journal including the disciplines:
Aerospace Research
Health Science & Medicine
Behavioral Research & Psychology
Food Science

Subjects:: Health Sciences, Environmental Sciences, Medicine, Chemistry, Food Science, Biology, Physics, and Aeronautical and Aviation Engineering
Keywords:: Science Periodicals Medicine Technology
Resource Type:: e-journal

e-journal

Scientific Research Publishing Inc

In this journal platform, you can find the articles which published under the open license. The journal including the disciplines:
Biomedical & Life Science
Business & Economics
Chemistry & Materials Science
Computer Science & Communication
Earth & Environmental Science
Engineering
Medicine & Healthcare
Physics & Mathematics
Social Science & Humanities

Others

Scikit Learn - User Guide

This project was started in 2007 as a Google Summer of Code project by David Cournapeau. Later that year, Matthieu Brucher started work on this project as part of his thesis. In 2010 Fabian Pedregosa, Gael Varoquaux, Alexandre Gramfort and Vincent Michel of INRIA took leadership of the project and made the first public release, February the 1st 2010. Since then, several releases have appeared following a ~ 3-month cycle, and a thriving international community has been leading the development.

Course related:: EIE6207 Theoretical Fundamental and Engineering Approaches for Intelligent Signal and Information Processing
Subjects:: Computing
Keywords:: Machine learning Python (Computer program language)
Resource Type:: Others

Others

Scikit-learn

Scikit Learn provide simple and efficient tools for predictive data analysis. Assessible to everybody, and reusable in various contexts. It built on NumPy, SciPy, and matplotlib. It is open sources, commercially usable under the BSD License.

Subjects:: Computing
Keywords:: Python (Computer program language)
Resource Type:: Others

Video

Search: Games, Minimax, and Alpha-Beta

In this lecture, we consider strategies for adversarial games such as chess. We discuss the minimax algorithm, and how alpha-beta pruning improves its efficiency. We then examine progressive deepening, which ensures that some answer is always available.

Course related:: COMP4431 Artificial Intelligence
Subjects:: Computing and Mathematics and Statistics
Keywords:: Artificial intelligence
Resource Type:: Video

Presentation

Semantic Web Services Applications

This video was recorded at REASE. This is a one-hour video recording of the presentation of John Domingue at the First Asian Autumn School on the Semantic Web. It comprises two videos synchronized with the slides (requires Flash) or the videos alone. Table of Contents: Semantic Web Services: Application Areas Contents DIP DIP Consortium Supporting Emergency Planning for Essex County Council Essex County Council Emergency Planning Context Emergency planning scenario eMerges Ontologies Generic Application Structure Demonstration of Emergency Planning (GIS) Prototype V1 EMerges Prototype Architecture SWS and Business Process Modelling Super Project SUPER Consortium Motivation Querying the Process Space The Critical IT / Process Divide What Are My Services? What are my services? Matching Activities and Port Types Based on Semantics Supporting Business Users Better Matching Model Representations & Semantics The SUPER Stack Modelling Stack Telecommunications Solution Map Content on Demand Digital Rights Management & Content Procurement Modelling Stack Business Process Notations Modelling Stack Programming Model Deploying Applications Business Protocols Modelling Stack WSMO Top Level Notions The SUPER Trinity SUPER Methodology SUPER Architecture SUPER Ontology Stack Super Demo Context Prototype Scenario Digital Asset Management BPMN Service/Process Catalogue Super Demo Video

Subjects:: Computing
Keywords:: Semantic integration (Computer systems) Semantic Web
Resource Type:: Presentation

MOOC

Sensor Fusion and Non-linear Filtering for Automotive Systems

In this course, we will introduce you to the fundamentals of sensor fusion for automotive systems. Key concepts involve Bayesian statistics and how to recursively estimate parameters of interest using a range of different sensors. The course is designed for students who seek to gain a solid understanding of Bayesian statistics and how to use it to fuse information from different sensors. We emphasize object positioning problems, but the studied techniques are applicable much more generally. The course contains a series of videos, quizzes and hand-on assignments where you get to implement many of the key techniques and build your own sensor fusion toolbox. The course is self-contained, but we highly recommend that you also take the course ChM015x: Multi-target Tracking for Automotive Systems. Together, these courses give you an excellent foundation to tackle advanced problems related to perceiving the traffic situation around an autonomous vehicle using observations from a variety of different sensors, such as, radar, lidar and camera.

Subjects:: Electrical Engineering, Mechanical Engineering, and Transportation
Keywords:: Automobiles -- Electronic equipment Automotive sensors
Resource Type:: MOOC

Presentation

Service Science Innovation Lab

This video was recorded at COIN / ACTIVE Summer School on Advanced Technologies for Knowledge Intensive Networked Organizations, Aachen 2010. Organized by COIN FP7 Integrated Project (http://www.coin-ip.eu/) and ACTIVE FP7 Integrated Project (http://www.active-project.eu), the summer school seeks to bring together students, scholars and researchers from industry in order to foster collaboration and interoperability through innovative software solutions and share the recent research developments from well-established researchers and educators. The main topics of the summer school are: Interoperability and collaboration models and solutions, Enterprise interoperability and collaboration services, Innovative knowledge and semantically powered technologies, Knowledge process and context modeling, Pro-active knowledge tools, Large scale analytics and reasoning tools, Business cases and real case studies. More about the event at http://coin-active-ss.ijs.si/

Subjects:: Management
Keywords:: Enterprise application integration (Computer systems) Internetworking (Telecommunication) Management information systems Information resources management
Resource Type:: Presentation

e-book

Signal Computing: Digital Signals in the Software Domain

In this book, you will learn how digital signals are captured, represented, processed, communicated, and stored in computers. The specific topics we will cover include: physical properties of the source information (such as sound or images), devices for information cap- ture (microphones, cameras), digitization, compression, digital signal representation (JPEG, MPEG), digital signal processing (DSP), and network communication. By the end of this book, you should understand the problems and solutions facing signal computing systems development in the areas of user interfaces, information retrieval, data structures and algo- rithms, and communications.

Subjects:: Computing
Keywords:: Signal processing -- Digital techniques Textbooks
Resource Type:: e-book

Courseware

Signals and Systems

This course covers the fundamentals of signal and system analysis, focusing on representations of discrete-time and continuous-time signals (singularity functions, complex exponentials and geometrics, Fourier representations, Laplace and Z transforms, sampling) and representations of linear, time-invariant systems (difference and differential equations, block diagrams, system functions, poles and zeros, convolution, impulse and step responses, frequency responses). Applications are drawn broadly from engineering and physics, including feedback and control, communications, and signal processing.

Subjects:: Electrical Engineering
Keywords:: Signal processing System analysis
Resource Type:: Courseware

MOOC

Signals and Systems, Part 1

We encounter signals and systems extensively in our day-to-day lives, from making a phone call, listening to a song, editing photos, manipulating audio files, using speech recognition softwares like Siri and Google now, to taking EEGs, ECGs and X-Ray images. Each of these involves gathering, storing, transmitting and processing information from the physical world. This course will equip you to deal with these tasks efficiently by learning the basic mathematical framework of signals and systems. This course is divided into two parts. In this part (EE210.1x), we will explore the various properties of signals and systems, characterization of Linear Shift Invariant Systems, convolution and Fourier Transform, while the next part (EE210.2x), will deal with the Sampling theorem, Z-Transform, discrete Fourier transform and Laplace transform. Ideas introduced in this course will be useful in understanding further electrical engineering courses which deal with control systems, communication systems, power systems, digital signal processing, statistical signal analysis and digital message transmission. The concepts taught in this course are also useful to students of other disciplines like mechanical, chemical, aerospace and other branches of engineering and science.

Course related:: EE3008A Linear Systems and Signal Processing
Subjects:: Electrical Engineering
Keywords:: Signal processing
Resource Type:: MOOC

Courseware

Signals, Systems and Inference

This course covers signals, systems and inference in communication, control and signal processing. Topics include input-output and state-space models of linear systems driven by deterministic and random signals; time- and transform-domain representations in discrete and continuous time; and group delay. State feedback and observers. Probabilistic models; stochastic processes, correlation functions, power spectra, spectral factorization. Least-mean square error estimation; Wiener filtering. Hypothesis testing; detection; matched filters.

Subjects:: Electronic and Information Engineering|Electrical Engineering
Keywords:: Signal processing Signal theory (Telecommunication) System analysis
Resource Type:: Courseware

e-book

Simulator laboratory : sim labs for thermodynamics and thermal power plant simulator

"This Simulator laboratory (SIMLAB) book was created to provide ancillary resources for Thermodynamics and Thermal Power Plant Simulator courses. It is intended to act as a collection of exercises to help our students merge the theory covered in the classroom with the practice performed in the labs"--BC Campus website.

Subjects:: Mechanical Engineering
Keywords:: Thermodynamics Steam power plants
Resource Type:: e-book

Courseware

Software Construction

6.005 Software Construction introduces fundamental principles and techniques of software development, i.e., how to write software that is safe from bugs, easy to understand, and ready for change. The course includes problem sets and a final project. Important topics include specifications and invariants; testing; abstract data types; design patterns for object-oriented programming; concurrent programming and concurrency; and functional programming.

Subjects:: Computing
Keywords:: Computer programming Computer software -- Development
Resource Type:: Courseware

Courseware

Solar Energy

In the third edition of Solar Energy, you will learn to design a complete photovoltaic system. This course introduces the technology that converts solar energy into electricity, heat and solar fuels with a main focus on electricity generation. Photovoltaic (PV) devices are presented as advanced semiconductor devices that deliver electricity directly from sunlight. The emphasis is on understanding the working principle of a solar cell, fabrication of solar cells, PV module construction and the design of a PV system. You will gain a greater understanding of the principles of the photovoltaic conversion- the conversion of light into electricity. This course explores the advantages, limitations and challenges of different solar cell technologies, such as crystalline silicon solar cell technology, thin film solar cell technologies and the latest novel solar cell concepts as studied on lab-scale. We will discuss the specifications of solar modules and demonstrate how to design a complete solar system for any particular application.

Subjects:: Electrical Engineering
Keywords:: Solar cells Solar energy Photovoltaic power systems
Resource Type:: Courseware

Courseware

Solar Energy Engineering: Photovoltaic Energy Conversion

The key factor in getting more efficient and cheaper solar energy panels is the advance in the development of photovoltaic cells. In this course you will learn how photovoltaic cells convert solar energy into useable electricity. You will also discover how to tackle potential loss mechanisms in solar cells. By understanding the semiconductor physics and optics involved, you will develop in-depth knowledge of how a photovoltaic cell works under different conditions. You will learn how to model all aspects of a working solar cell. For engineers and scientists working in the photovoltaic industry, this course is an absolute must to understand the opportunities for solar cell innovation.

Subjects:: Electrical Engineering
Keywords:: Solar energy Renewable energy sources Photovoltaic cells Photovoltaic power generation
Resource Type:: Courseware

Courseware

Solar Energy: Photovoltaic (PV) Technologies

The technologies used to produce solar cells and photovoltaic modules are advancing to deliver highly efficient and flexible solar panels. In this course you will explore the main PV technologies in the current market. You will gain in-depth knowledge about crystalline silicon based solar cells (90% market share) as well as other up and coming technologies like CdTe, CIGS and Perovskites. This course provides answers to the questions: How are solar cells made from raw materials? Which technologies have the potential to be the major players for different applications in the future?

Subjects:: Electrical Engineering
Keywords:: Solar cells Photovoltaic power systems Photovoltaic power generation Silicon solar cells
Resource Type:: Courseware

Video

Solar Vehicles for Space

An online lecture on the topic of "Solar Vehicles for Space".This lecture of “Science World: Exploring Space to Benefit Mankind” Education Programme in the 2021/22 school year for secondary students, which aims to cultivate the interest of local youth in space science and elevate their enthusiasm for participating in the development of space technology.

Subjects:: Electrical Engineering
Keywords:: Solar energy Space vehicles -- Solar engines
Resource Type:: Video

Courseware

Solid State Physics

In electrical engineering, solid-state materials and the properties play an essential role. A thorough understanding of the physics of metals, insulators and semiconductor materials is essential for designing new electronic devices and circuits. After short introduction of the IC fabrication process, the course starts with the crystallography. This will be followed by the basic principle of the quantum mechanics, the sold-state physics, band-structure and the relation with electrical properties of the solid-state materials. When the material physics has been throughly understood, the physics of the semiconductor device follows quite naturally and can be understood quickly and efficiently.

Subjects:: Physics and Electrical Engineering
Keywords:: Semiconductors Solid state physics Matter -- Properties
Resource Type:: Courseware

Courseware

Solid-State Circuits

This is a course in analog circuit analysis and design. It covers the tools and methods necessary for the creative design of useful circuits using active devices. The class stresses insight and intuition, applied to the design of transistor circuits and the estimation of their performance. It concentrates on circuits using the bipolar junction transistor, but the techniques that we study can be equally applied to circuits using JFETs, MOSFETs, MESFETs, future exotic devices, or even vacuum tubes.

Subjects:: Electrical Engineering
Keywords:: Analog integrated circuits Linear integrated circuits
Resource Type:: Courseware

Video

Space Station’s Contribution to Space Resources and Human Developments

An online lecture on the topic of "Space Station’s Contribution to Space Resources and Human Developments".This lecture of “Science World: Exploring Space to Benefit Mankind” Education Programme in the 2021/22 school year for secondary students, which aims to cultivate the interest of local youth in space science and elevate their enthusiasm for participating in the development of space technology.

Subjects:: Industrial and Systems Engineering and Aeronautical and Aviation Engineering
Keywords:: Space stations Exploration of outer space
Resource Type:: Video

Courseware

Spacecraft Technology

Exploration of space is never out of the news for long and the desire to construct lower-cost, reliable and more capable spacecraft has never been greater. At TU Delft years of technology development and research experience in space engineering allow us to offer this course, which examines spacecraft technologies for satellites and launch vehicles. This course provides: - knowledge of the technical principles of rockets and satellite bus subsystems; - the ability to select state-of-the-art, available components; - analysis of the physical and technical limitations of subsystem components; - identification of the key performance parameters of different spacecraft subsystems; - comparison of the values obtained by ideal theory and real-life ones; - opportunity to make preliminary designs for a spacecraft based on its key requirements. Other spacecraft types, such as interplanetary rovers, are not covered in this course. Spacecraft instrumentation and other payloads are also not covered.

Subjects:: Aeronautical and Aviation Engineering
Keywords:: Space vehicles
Resource Type:: Courseware

Video

Speed Modeling Anna (Frozen) - In Maya

A video demonstrate the modelling in MAYA, illustrate with the example of a disney character, Anna. Modeling - The modeling was done using mainly edge modeling - The eye is a low polygon sphere and then a flat polygon plane to start off, then extrude the edges and edit them into place

Subjects:: Interactive and Digital Media and Computing
Keywords:: Maya (Computer file) Computer animation
Resource Type:: Video

e-book

Squeak by Example

Squeak is a modern open-source development environment for the classic Smalltalk-80 programming language. Despite being the first purely object-oriented language and environment, Smalltalk is in many ways still far ahead of its successors in promoting a vision of an environment where everything is an object, and anything can change at run-time. Squeak by Example, intended for both students and developers, will guide you gently through the Squeak language and environment by means of a series of examples and exercises. The book helps you get started with A Quick Tour of Squeak and guides you through A First Application. The Smalltalk language is introduced in three chapters on Syntax in a Nutshell, Understanding Message Syntax and The Smalltalk Object Model. Development with Squeak is covered in The Squeak Programming Environment and SUnit. Several of the key classes are presented in chapters on Basic Classes, Collections, Streams and Morphic. The first edition of the book concludes with chapters on Classes and Metaclasses and Frequently Asked Questions.

Subjects:: Computing
Keywords:: Multimedia systems Squeak Textbooks Smalltalk-80 (Computer program language)
Resource Type:: e-book

Courseware

Stanford Engineering Everywhere

Stanford Engineering Everywhere (SEE) expands the Stanford experience to students and educators online and at no charge. A computer and an Internet connection are all you need. The SEE course portfolio includes one of Stanford's most popular sequences: the three-course Introduction to Computer Science, taken by the majority of Stanford’s undergraduates, as well as more advanced courses in artificial intelligence and electrical engineering.

Course related:: EE1D01 Electrical Science for Everyone
Subjects:: Electronic and Information Engineering, Biomedical Engineering, Mechanical Engineering, and Computing
Keywords:: Engineering Computer science
Resource Type:: Courseware

Video

StatQuest with Josh Starmer

Statistics, Machine Learning and Data Science can sometimes seem like very scary topics, but since each technique is really just a combination of small and simple steps, they are actually quite simple. My goal with StatQuest is to break down the major methodologies into easy to understand pieces. That said, I don't dumb down the material. Instead, I build up your understanding so that you are smarter.

Course related:: HTI34016 Introduction to Clinical Research
Subjects:: Computing and Mathematics and Statistics
Keywords:: Statistics Mathematical analysis Data mining Machine learning
Resource Type:: Video

Video

Statics

This free online statics course teaches how to assess and solve 2D and 3D statically determinate problems. The course consists of 72 tutorials which cover the material of a typical statics course (mechanics I) at the university level or AP physics.

Subjects:: Structural Engineering and Mechanical Engineering
Keywords:: Mechanics Mechanics Analytic Mechanics Applied Statics
Resource Type:: Video

Video

Structural Analysis

These tutorials cover a range of material that, depending on where you go to school, might show up in either mechanics of materials 2 or structural analysis courses. A solid understanding of mechanics of materials is necessary to understand the topics presented here.

Subjects:: Structural Engineering and Mechanical Engineering
Keywords:: Structural analysis (Engineering)
Resource Type:: Video

Courseware

Structural Mechanics

This course covers the fundamental concepts of structural mechanics with applications to marine, civil, and mechanical structures. Topics include analysis of small deflections of beams, moderately large deflections of beams, columns, cables, and shafts; elastic and plastic buckling of columns, thin walled sections and plates; exact and approximate methods; energy methods; principle of virtual work; introduction to failure analysis of structures. We will include examples from civil, mechanical, offshore, and ship structures such as the collision and grounding of ships.

Subjects:: Structural Engineering and Mechanical Engineering
Keywords:: Structural analysis (Engineering)
Resource Type:: Courseware

Courseware

Sustainable Energy: Design a Renewable Future

A transition to sustainable energy is needed for our climate and welfare. In this engineering course, you will learn how to assess the potential for energy reduction and the potential of renewable energy sources like wind, solar and biomass. You’ll learn how to integrate these sources in an energy system, like an electricity network and take an engineering approach to look for solutions and design a 100% sustainable energy system.

Subjects:: Electrical Engineering
Keywords:: Solar energy Renewable energy sources Biomass energy Wind power Sustainable development
Resource Type:: Courseware

Others

Symbolab: Matrix Calculator

Symbolab is an advanced math education tool. It allows users to learn, practice and discover math topics using mathematical symbols and scientific notations as well as text. Symbolab provides automated step by step solutions to algebraic, trigonometric and calculus topics covering from middle school through college. Symbolab offers a wealth of smart calculators including: equations, simultaneous equations, inequalities, integrals, derivatives, limits , tangent line, trigonometric equations, functions and more. The stated goal of the site is to make scientific content universally accessible by expanding the searchable data space onto scientific notations, expressions, equations and formulas. This is done by applying proprietary machine learning algorithms in order to understand the meaning and context of the queries. Symbolab, making math simpler.

Course related:: AMA1007 Calculus and Linear Algebra
Subjects:: Computing
Keywords:: Matrices Matrices -- Computer programs Mathematics -- Computer programs
Resource Type:: Others

Video

Synthetic Biology for Industrial Biotechnology

Synthetic biology can be used in industrial biotechnology to engineer metabolic pathways to create high-value chemicals using model microorganisms such as yeast. During the Synthetic Biology in Action course, participants engineered yeast to produce beta-caretone for industrial biotechnology purposes. In this talk, they describe the steps they took to engineer an existing yeast pathway to produce the new chemical. These steps include modeling the metabolic pathway outputs, DNA design, amplification, and assembly, and analysis of the final result.

Subjects:: Electronic and Information Engineering, Biochemistry, and Biology
Keywords:: Synthetic biology Biochemistry Yeast fungi -- Biotechnology
Resource Type:: Video

Courseware

System Safety

This course covers important concepts and techniques in designing and operating safety-critical systems. Topics include the nature of risk, formal accident and human error models, causes of accidents, fundamental concepts of system safety engineering, system and software hazard analysis, designing for safety, fault tolerance, safety issues in the design of human-machine interaction, verification of safety, creating a safety culture, and management of safety-critical projects. Includes a class project involving the high-level system design and analysis of a safety-critical system.

Keywords:: System safety Industrial safety
Resource Type:: Courseware

Courseware

System Validation

The purpose of this course is to learn how to specify the behavior of embedded systems and to experience the design of a provably correct system. In this course you will learn how to formally specify requirements and to prove (or disprove) them on the behaviour. With a practical assignment you will experience how to apply the techniques in practice.

Subjects:: Computing
Keywords:: Embedded computer systems
Resource Type:: Courseware

e-book

Taiwan eBook (Sciences and Engineering)

Contains freely accessible academic books in Chinese in the area of humanities, social sciences, philosophy, medicine, economy & finance.

Keywords:: Science Engineering
Resource Type:: e-book

Video

Teaching Kids Real Math with Computers

From rockets to stock markets, many of humanity's most thrilling creations are powered by math. So why do kids lose interest in it? Conrad Wolfram says the part of math we teach -- calculation by hand -- isn't just tedious, it's mostly irrelevant to real mathematics and the real world. He presents his radical idea: teaching kids math through computer programming.

Subjects:: Mathematics and Statistics
Keywords:: Mathematics -- Study teaching
Resource Type:: Video

e-book

Technical project management in living and geometric order

"This book is organized around the fifteen lessons of a Technical Project Management course, with an emphasis on the connections between the various stages and practices of technical project management. After all, in practice, a project manager must continually draw on a wide base of knowledge, connecting, for instance, effective negotiating techniques with best practices for scheduling and resource allocation. No phase of a project unfolds in complete isolation from other phases of the project. Everything is connected. Our goal in this book is to create doors and windows in the normally self-contained silos of activities involved in technical project management, drawing connections between planning and risk management, between risk management and ethics, between ethics and supply chain management, just to name a few of the many connections you will read about in this book"--BCcampus website.

Subjects:: Management
Keywords:: Project management Leadership
Resource Type:: e-book

Courseware

Technics and Future

Companies and governments have to decide upon technological strategies, i.e. which products are to be developed and which processes and infrastructures are required for the future. Several tools to consider technological strategies are dealt with in this course.

Subjects:: Technology
Keywords:: Sustainable development Technological forecasting Technological innovations -- Forecasting Technological innovations -- Management
Resource Type:: Courseware

Video

Technology Crafts for the Digitally Underserved

Two-thirds of the world may not have access to the latest smartphone, but local electronic shops are adept at fixing older tech using low-cost parts. Vinay Venkatraman explains his work in "technology crafts," through which a mobile phone, a lunchbox and a flashlight can become a digital projector for a village school, or an alarm clock and a mouse can be melded into a medical device for local triage.

Subjects:: Technology
Keywords:: Digital divide Industries Primitive Technology -- Social aspects
Resource Type:: Video

Courseware

Technology Dynamics and Transition Management

This version of the subject Technology Dynamics and Transition Management was tought in co-operation with the Harbin Institute of Technology in China. At the heart of this module lies a model of technology development from a social perspective, which will be applied to water problems in present-day China.

Subjects:: Technology
Keywords:: Water resources development China Indonesia -- Java Technological innovations Technology -- Social aspects
Resource Type:: Courseware

Video

Technology That Knows What You're Feeling

What happens when technology knows more about us than we do? Poppy Crum studies how we express emotions -- and she suggests the end of the poker face is near, as new tech makes it easy to see the signals that give away how we're feeling. In a talk and demo, she shows how "empathetic technology" can read physical signals like body temperature and the chemical composition of our breath to inform on our emotional state. For better or for worse. "If we recognize the power of becoming technological empaths, we get this opportunity where technology can help us bridge the emotional and cognitive divide," Crum says.

Subjects:: Technology, Electronic and Information Engineering, and Mechnical Engineering
Keywords:: Emotion recognition Artificial intelligence
Resource Type:: Video

Video

Technology that Tackles The Teen Suicide Epidemic

Tanmay Bakshi realized that in order to prevent suicide, we need a better way of detecting patterns. For the last 3 years, Tanmay and his team have been developing an app that can pick up on irregularities in a person's online behavior to build an early warning systems for at-risk teens. His hope is that this app will help get teens in distress the help they need, when they need it most.

Subjects:: Sociology and Social Work and Human Services
Keywords:: Suicidal behavior -- Risk factors Teenagers -- Suicidal behavior -- Prevention Internet teenagers
Resource Type:: Video

Video

Technology's Long Tail

Chris Anderson, then the editor of Wired, explores the four key stages of any viable technology: setting the right price, gaining market share, displacing an established technology and, finally, becoming ubiquitous.

Subjects:: Product Design and Mechanical Engineering
Keywords:: Product life cycle New products -- Development
Resource Type:: Video

Video

The Accelerating Power of Technology

Inventor, entrepreneur and visionary Ray Kurzweil explains in abundant, grounded detail why, by the 2020s, we will have reverse-engineered the human brain and nanobots will be operating your consciousness.

Subjects:: Technology
Keywords:: Technological innovations Bioengineering Information Technology
Resource Type:: Video

Video

The Beautiful Math of Coral

Margaret Wertheim leads a project to re-create the creatures of the coral reefs using a crochet technique invented by a mathematician -- celebrating the amazements of the reef, and deep-diving into the hyperbolic geometry underlying coral creation.

Subjects:: Mathematics and Statistics
Keywords:: Crocheting Coral reef ecology
Resource Type:: Video

Video

The Challenge of Building a Self-Driving Car

This video explores the challenges of self-driving cars and possible solutions to address the safety of self-driving technology.

Subjects:: Electrical Engineering, Mechanical Engineering, and Transportation
Keywords:: Automobiles -- Automatic control Automobile industry trade -- Technological innovations
Resource Type:: Video

Presentation

The Cognitive Dissonance of Living in a world of "Big Data"

This video was recorded at COIN / PlanetData Winter School on Knowledge Technologies for Complex Business Environments, Ljubljana 2011. Organized by COIN FP7 Integrated Project and PlanetData FP7 Network of Excellence, the school seeks to bring together students, scholars and researchers from industry in order to foster collaboration and interoperability with innovative services and project large-scale data management in business environments. The main topics of the winter school are: Interoperability and collaboration models and solutions, Enterprise interoperability and collaboration services, Innovative knowledge and semantically powered technologies, Knowledge process and context modelling, Pro-active knowledge tools, Large scale analytics and reasoning tools, Business cases and real case studies.

Subjects:: Management and Computing
Keywords:: Big data -- Social aspects Big data
Resource Type:: Presentation

e-book

The Crystal Ball Instruction Manual Volume One: Introduction to Data Science

A perfect introduction to the exploding field of Data Science for the curious, first-time student. The author brings his trademark conversational tone to the important pillars of the discipline: exploratory data analysis, choices for structuring data, causality, machine learning principles, and introductory Python programming using open-source Jupyter Notebooks. This engaging read will allow any dedicated learner to build the skills necessary to contribute to the Data Science revolution, regardless of background.

Subjects:: Computing
Keywords:: Data mining Computer science Artificial intelligence Textbooks
Resource Type:: e-book

e-book

The Discipline of Organizing: 4th Professional Edition

We organize things, we organize information, we organize information about things, and we organize information about information. But even though “organizing” is a fundamental and ubiquitous challenge, when we compare these activities their contrasts are more apparent than their commonalities. We propose to unify many perspectives about organizing with the concept of an Organizing System, defined as an intentionally arranged collection of resources and the interactions they support. Every Organizing System involves a collection of resources, a choice of properties or principles used to describe and arrange resources, and ways of supporting interactions with resources. By comparing and contrasting how these activities take place in different contexts and domains, we can identify patterns of organizing. We can create a discipline of organizing in a disciplined way. The 4th edition builds a bridge between organizing and data science. It reframes descriptive statistics as organizing techniques, expands the treatment of classification to include computational methods, and incorporates many new examples of data-driven resource selection, organization, maintenance, and personalization. It introduces a new “data science” category of discipline-specific content, both in the chapter text and in endnotes, marked with [DS] in editions that contain endnotes.

Subjects:: Industrial and Systems Engineering
Keywords:: Metadata Information resources management Information organization Textbooks
Resource Type:: e-book

Others

The Engineering Mindset-HVACR

The mindset of an engineer is to solve problems by breaking down any issue into smaller, solvable, chunks to find a solution. Engineers are always looking to expand their knowledge, being constantly curious about how things work, where else they’ve seen something used or where could something be applied. The HVACR serie covers the topic of heating, ventilation, air conditioning, refrigeration, refrigerants & properties, complete systems, pumps, cooling towers, heat exchangers, refrigeration componenets, HVACR design, schematics, and pipework.

Course related:: BSE3226 HVACR II and BSE3225 HVACR I
Subjects:: Building Services Engineering and Electrical Engineering
Keywords:: Ventilation Air conditioning Heating
Resource Type:: Others

Video

The Giant Leaps in Language Technology -- and Who's Left Behind

Thousands of languages thrive across the globe, yet modern speech technology -- with all of its benefits -- supports just over a hundred. Computational linguist Kalika Bali dreams of a day when technology acts as a bridge instead of a barrier, working passionately to build new and inclusive systems for the millions who speak low-resource languages. In this perspective-shifting talk, she outlines what happens when a language is omitted from the digital landscape -- and what can be gained when communities keep pace with the future.

Subjects:: Language and Languages and Computing
Keywords:: Computational linguistics
Resource Type:: Video

e-book

The Little Book of Semaphores

The Little Book of Semaphores is a free (in both senses of the word) textbook that introduces the principles of synchronization for concurrent programming. In most computer science curricula, synchronization is a module in an Operating Systems class. OS textbooks present a standard set of problems with a standard set of solutions, but most students don't get a good understanding of the material or the ability to solve similar problems. The approach of this book is to identify patterns that are useful for a variety of synchronization problems and then show how they can be assembled into solutions. After each problem, the book offers a hint before showing a solution, giving students a better chance of discovering solutions on their own. The book covers the classical problems, including "Readers-writers," "Producer-consumer", and "Dining Philosophers." In addition, it collects a number of not-so-classical problems, some written by the author and some by other teachers and textbook writers. Readers are invited to create and submit new problems.

Subjects:: Computing
Keywords:: Computer programming Operating systems (Computers) Textbooks
Resource Type:: e-book

Video

The Math And Magic of Origami

Robert Lang is a pioneer of the newest kind of origami -- using math and engineering principles to fold mind-blowingly intricate designs that are beautiful and, sometimes, very useful.

Subjects:: Mathematics and Statistics
Keywords:: Origami -- Mathematics
Resource Type:: Video

Video

The Math Behind Basketball's Wildest Moves

Basketball is a fast-moving game of improvisation, contact and, ahem, spatio-temporal pattern recognition. Rajiv Maheswaran and his colleagues are analyzing the movements behind the key plays of the game, to help coaches and players combine intuition with new data. Bonus: What they're learning could help us understand how humans move everywhere.

Subjects:: Computing
Keywords:: Basketball Sports -- Data processing
Resource Type:: Video

Video

The New Boston: A Series Video of Programming, Web Design, Game Development, Graphic Design, and Networking

A series of video that introduce various topics, including Node.js, Java, C programming, HTML, JavaScript, Python, PHP, and C++ programming.

Subjects:: Computing
Keywords:: Computer games -- Programming Computer programming Web sites -- Design Graphic arts Computer networks
Resource Type:: Video

Video

The Next Step in Nanotechnology

Nearly every other year the transistors that power silicon computer chip shrink in size by half and double in performance, enabling our devices to become more mobile and accessible. But what happens when these components can't get any smaller? George Tulevski researches the unseen and untapped world of nanomaterials. His current work: developing chemical processes to compel billions of carbon nanotubes to assemble themselves into the patterns needed to build circuits, much the same way natural organisms build intricate, diverse and elegant structures. Could they hold the secret to the next generation of computing?

Subjects:: Nanotechnology and Electric and information Engineering
Keywords:: Nanoelectromechanical systems Nanotechnology
Resource Type:: Video

e-book

The Spec UI framework

Spec is the default UI framework for Pharo. To build UI's in Spec existing widgets or even complete UI's are reused and configured to form a new UI. This book first shows the basics of Spec and how it enables reuse of UIs. It then treats UI layout in detail before moving on to explaining the management of windows. Some of the more advanced widgets are also discussed as well as the dynamic features of Spec. Lastly, the book also contains a chapter with tips and tricks.

Subjects:: Computing
Keywords:: Textbooks Smalltalk-80 (Computer program language)
Resource Type:: e-book

Video

The Technology of Touch

As we move through the world, we have an innate sense of how things feel -- the sensations they produce on our skin and how our bodies orient to them. Can technology leverage this? In this fun, fascinating TED-Ed lesson, learn about the field of haptics, and how it could change everything from the way we shop online to how dentists learn the telltale feel of a cavity.

Subjects:: Electronic and Information Engineering and Biology
Keywords:: Haptic devices Touch
Resource Type:: Video

Video

The Thrilling Potential of SixthSense Technology

At TEDIndia, Pranav Mistry demos several tools that help the physical world interact with the world of data -- including a deep look at his SixthSense device and a new, paradigm-shifting paper "laptop." In an onstage Q&A, Mistry says he'll open-source the software behind SixthSense, to open its possibilities to all.

Subjects:: Electronic and Information Engineering and Computing
Keywords:: Human-computer interaction Augmented reality
Resource Type:: Video

Video

The Truth about Hydrogen

Hydrogen fuel cell cars and lithium-ion battery powered cars, which is more energy efficient and cost effective? This video shows you some facts from perspectives of production, storage of fuels, and infrastructure set up for charging.

Subjects:: Electrical Engineering, Chemistry, Environmental Engineering, and Transportation
Keywords:: Hydrogen cars Hydrogen as fuel Electric vehicles Fuel cells Hydrogen -- Storage
Resource Type:: Video

e-book

The Unicode cookbook for linguists: Managing writing systems using orthography profiles

This text is a practical guide for linguists, and programmers, who work with data in multilingual computational environments. We introduce the basic concepts needed to understand how writing systems and character encodings function, and how they work together at the intersection between the Unicode Standard and the International Phonetic Alphabet. Although these standards are often met with frustration by users, they nevertheless provide language researchers and programmers with a consistent computational architecture needed to process, publish and analyze lexical data from the world's languages. Thus we bring to light common, but not always transparent, pitfalls which researchers face when working with Unicode and IPA. Having identified and overcome these pitfalls involved in making writing systems and character encodings syntactically and semantically interoperable (to the extent that they can be), we created a suite of open-source Python and R tools to work with languages using orthography profiles that describe author- or document-specific orthographic conventions. In this cookbook we describe a formal specification of orthography profiles and provide recipes using open source tools to show how users can segment text, analyze it, identify errors, and to transform it into different written forms for comparative linguistics research.

Subjects:: Language and Languages and Computing
Keywords:: Language languages -- Orthography spelling Unicode (Computer character set) Textbooks
Resource Type:: e-book

Courseware

Theory of Computation

Computability Theory deals with one of the most fundamental questions in computer science: What is computing and what are the limits of what a computer can compute? Or, formulated differently: “What kind of problems can be algorithmically solved?” During the course this question will be studied. Firstly, the notion of algorithm or computing will be made precise by using the mathematical model of a Turing machine. Secondly, it will be shown that basic issues in computer science, like “Given a program P does it halt for any input x?” or “Given two program P and Q, are they equivalent?” cannot be solved by any Turing machine. This shows that there exist problems that are impossible to solve with a computer, the so-called “undecidable problems”. The book is in English, the recorded lectures and slides however, are in Dutch

Subjects:: Computing
Keywords:: Machine theory Computational complexity Computable functions
Resource Type:: Courseware

Video

These Smart Roads Could Change the Future of Driving

From self-healing asphalt to electrified roads, technology is steering the future of driving along some exciting new paths!

Subjects:: Electrical Engineering, Mechanical Engineering, and Transportation
Keywords:: Traffic safety Roads -- Technological innovations Automobile driving
Resource Type:: Video

e-book

Think Bayes: Bayesian Statistics Made Simple

Think Bayes is an introduction to Bayesian statistics using computational methods. The premise of this book, and the other books in the Think X series, is that if you know how to program, you can use that skill to learn other topics. Most books on Bayesian statistics use mathematical notation and present ideas in terms of mathematical concepts like calculus. This book uses Python code instead of math, and discrete approximations instead of continuous mathematics. As a result, what would be an integral in a math book becomes a summation, and most operations on probability distributions are simple loops. I think this presentation is easier to understand, at least for people with programming skills. It is also more general, because when we make modeling decisions, we can choose the most appropriate model without worrying too much about whether the model lends itself to conventional analysis. Also, it provides a smooth development path from simple examples to real-world problems.

Subjects:: Computing and Mathematics and Statistics
Keywords:: Bayesian statistical decision theory Python (Computer program language) Textbooks
Resource Type:: e-book

e-book

Think Complexity: Exploring Complexity Science with Python

This book is about complexity science, data structures and algorithms, intermediate programming in Python, and the philosophy of science: Data structures and algorithms: A data structure is a collection that contains data elements organized in a way that supports particular operations. For example, a dictionary organizes key-value pairs in a way that provides fast mapping from keys to values, but mapping from values to keys is generally slower. An algorithm is a mechanical process for performing a computation. Designing efficient programs often involves the co-evolution of data structures and the algorithms that use them. For example, the first few chapters are about graphs, a data structure that is a good implementation of a graph---nested dictionaries---and several graph algorithms that use this data structure. Python programming: This book picks up where Think Python leaves off. I assume that you have read that book or have equivalent knowledge of Python. As always, I will try to emphasize fundmental ideas that apply to programming in many languages, but along the way you will learn some useful features that are specific to Python. Computational modeling: A model is a simplified description of a system that is useful for simulation or analysis. Computational models are designed to take advantage of cheap, fast computation. Philosophy of science: The models and results in this book raise a number of questions relevant to the philosophy of science, including the nature of scientific laws, theory choice, realism and instrumentalism, holism and reductionism, and Bayesian epistemology. This book focuses on discrete models, which include graphs, cellular automata, and agent-based models. They are often characterized by structure, rules and transitions rather than by equations. They tend to be more abstract than continuous models; in some cases there is no direct correspondence between the model and a physical system. Complexity science is an interdisciplinary field---at the intersection of mathematics, computer science and physics---that focuses on these kinds of models. That's what this book is about.

Subjects:: Computing
Keywords:: Computational complexity Python (Computer program language) Textbooks
Resource Type:: e-book

e-book

Think DSP: Digital Signal Processing in Python

Think DSP is an introduction to Digital Signal Processing in Python. The premise of this book (and the other books in the Think X series) is that if you know how to program, you can use that skill to learn other things. The author is writing this book because he thinks the conventional approach to digital signal processing is backward: most books (and the classes that use them) present the material bottom-up, starting with mathematical abstractions like phasors.

Subjects:: Electrical Engineering and Computing
Keywords:: Signal processing -- Digital techniques -- Data processing Python (Computer program language) Textbooks
Resource Type:: e-book

e-book

Think Data Structures: Algorithms and Information Retrieval in Java

Data structures and algorithms are among the most important inventions of the last 50 years, and they are fundamental tools software engineers need to know. But in my opinion, most of the books on these topics are too theoretical, too big, and too bottom-up: Too theoretical: Mathematical analysis of algorithms is based on simplifying assumptions that limit its usefulness in practice. Many presentations of this topic gloss over the simplifications and focus on the math. In this book I present the most practical subset of this material and eliminate the rest. Too big: Most books on these topics are at least 500 pages, and some are more than 1000. By focusing on the topics I think are most useful for software engineers, I kept this book under 250 pages. Too bottom-up: Many data structures books focus on how data structures work (the implementations), with less about how to use them (the interfaces). In this book, I go “top down”, starting with the interfaces. Readers learn to use the structures in the Java Collections Framework before getting into the details of how they work. Finally, many present this material out of context and without motivation: it’s just one damn data structure after another! I try to alleviate the boredom by organizing the topics around an application—web search—that uses data structures extensively, and is an interesting and important topic in its own right. This application also motivates some topics that are not usually covered in an introductory data structures class, including persistent data structures, with Redis, and streaming algorithms. This book also presents basic aspects of software engineering practice, including version control and unit testing. Each chapter ends with an exercise that allows readers to apply what they have learned. Each exercise includes automated tests that check the solution. And for most exercises, I present my solution at the beginning of the next chapter. This book is intended for college students in computer science and related fields, as well as professional software engineers, people training in software engineering, and people preparing for technical interviews. I assume that the reader knows Java at an intermediate level, but I explain some Java features along the way, and provide pointers to supplementary material. People who have read Think Java or Head First Java are prepared for this book.

Subjects:: Computing
Keywords:: Java (Computer program language) Data structures (Computer science) Textbooks
Resource Type:: e-book

e-book

Think Java: How To Think Like a Computer Scientist - 2e

Think Java is a hands-on introduction to computer science and programming used by many universities and high schools around the world. Its conciseness, emphasis on vocabulary, and informal tone make it particularly appealing for readers with little or no experience. The book starts with the most basic programming concepts and gradually works its way to advanced object-oriented techniques. In this fully updated and expanded edition, authors Allen Downey and Chris Mayfield introduce programming as a means for solving interesting problems. Each chapter presents material for one week of a college course and includes exercises to help you practice what you’ve learned. Along the way, you’ll see nearly every topic required for the AP Computer Science A exam and Java SE Programmer I certification.

Subjects:: Computing
Keywords:: Java (Computer program language) Computer programming Programming languages (Electronic computers) Textbooks
Resource Type:: e-book

e-book

Think Python: How to Think Like a Computer Scientist

Think Python is a concise introduction to software design using the Python programming language. Intended for people with no programming experience, this book starts with the most basic concepts and gradually adds new material. Some of the ideas students find most challenging, like recursion and object-oriented programming, are divided into a sequence of smaller steps and introduced over the course of several chapters. This textbook has been used in classes atBard College,Olin College of Engineering, University of California, Santa Barbara, University of Maine, University of Northern Colorado.

Subjects:: Computing
Keywords:: Computer programming Python (Computer program language) Textbooks Programming languages (Electronic computers)
Resource Type:: e-book

e-book

Think Raku: How to Think Like a Computer Scientist - 2nd edition

Think Raku is an introduction to computer science and programming intended for people with little or no experience. This aim of this book is not primarily to teach Raku, but instead to teach the art of programming, using the Raku language. After having completed this book, you should hopefully be able to write programs to solve relatively difficult problems in Raku, but my main aim is to teach computer science, software programming, and problem solving rather than solely to teach the Raku language itself. Think Raku is a free book available under a Creative Commons license. Readers are free to copy and distribute the text; they are also free to modify it, which allows them to adapt the book to different needs, and to help develop new material.

Subjects:: Computing
Keywords:: Computer programming Programming languages (Electronic computers) Textbooks
Resource Type:: e-book

e-book

Think Stats: Probability and Statistics for Programmers

Think Stats is an introduction to Probability and Statistics for Python programmers. Think Stats emphasizes simple techniques you can use to explore real data sets and answer interesting questions. The book presents a case study using data from the National Institutes of Health. Readers are encouraged to work on a project with real datasets. If you have basic skills in Python, you can use them to learn concepts in probability and statistics. Think Stats is based on a Python library for probability distributions (PMFs and CDFs). Many of the exercises use short programs to run experiments and help readers develop understanding.

Subjects:: Computing and Mathematics and Statistics
Keywords:: Textbooks Statistics -- Computer programs
Resource Type:: e-book

Others

Three-Phase Fault

This website explain the three-phase fault.The Three-Phase Fault block implements a three-phase circuit breaker where the opening and closing times can be controlled either from an external Simulink® signal (external control mode), or from an internal control timer (internal control mode). The Three-Phase Fault block uses three Breaker blocks that can be individually switched on and off to program phase-to-phase faults, phase-to-ground faults, or a combination of phase-to-phase and ground faults. The arc extinction process of the Three-Phase Fault block is the same as for the Breaker block.

Course related:: EE4006A Individual Project
Subjects:: Electrical Engineering
Keywords:: Electric circuits SIMULINK Electric power systems Electric circuit-breakers
Resource Type:: Others

e-book

Trades access common core. Line C, Tools and equipment, Competency C-1, Describe common hand tools and their uses

"Hand tools are used in almost every trade, but many of them have particular applications in a specific trade. It is likely you have used some of these tools already at work, at school, or at home, but this may be the first time you have had the chance to study some of the tools' designs and applications in detail. The following list of lines and competencies was generated with the goal of creating an entry-level trades training resource, while still offering the flexibility for lines to be used as stand-alone books. Line C - Tools and Equipment. C-1 Describe Common Hand Tools and Their Uses, C-2 Describe Common Power Tools and Their Uses, C-3 Describe Rigging and Hoisting Equipment, C-4 Describe Ladders and Platforms."--BC Campus website.

Subjects:: Electronic and Information Engineering, Electrical Engineering, and Mechanical Engineering
Keywords:: Tools Textbooks
Resource Type:: e-book

e-book

Trades access common core. Line C, Tools and equipment, Competency C-2, Describe common power tools and their uses

"Power tools play a major role in virtually every trade. You will be expected to be familiar with a wide range of portable and stationary power tools and to understand the safe operation of these tools. Proper maintenance improves the life and performance of the tool. Correct set-up and operating procedures ensure good results and prevent injury. The following list of lines and competencies was generated with the goal of creating an entry-level trades training resource, while still offering the flexibility for lines to be used as stand-alone books. Line C - Tools and Equipment. C-1 Describe Common Hand Tools and Their Uses, C-2 Describe Common Power Tools and Their Uses, C-3 Describe Rigging and Hoisting Equipment, C-4 Describe Ladders and Platforms."--BC Campus website.

Subjects:: Electronic and Information Engineering, Electrical Engineering, and Mechanical Engineering
Keywords:: Textbooks Power tools
Resource Type:: e-book

e-book

Trades access common core. Line C, Tools and equipment, Competency C-3, Describe Rigging and Hoisting Equipment

"Hand tools are used in almost every trade, but many of them have particular applications in a specific trade. It is likely you have used some of these tools already at work, at school, or at home, but this may be the first time you have had the chance to study some of the tools' designs and applications in detail. The following list of lines and competencies was generated with the goal of creating an entry-level trades training resource, while still offering the flexibility for lines to be used as stand-alone books. Line C - Tools and Equipment. C-1 Describe Common Hand Tools and Their Uses, C-2 Describe Common Power Tools and Their Uses, C-3 Describe Rigging and Hoisting Equipment, C-4 Describe Ladders and Platforms."--BC Campus website.

Subjects:: Electronic and Information Engineering, Electrical Engineering, and Mechanical Engineering
Keywords:: Hoisting machinery Textbooks Hoisting machinery -- Rigging
Resource Type:: e-book

e-book

Trades access common core. Line D, Organizational skills, Competency D-2, Apply science concepts to trades applications

"This Competency introduces the basic principles governing the structure and the behaviour of solids, liquids, and gases. You will look at the effects forces have on objects and the basic machines that transmit a force. You will also examine the effects of thermal and electrical energy. The following list of lines and competencies was generated with the goal of creating an entry-level trades training resource, while still offering the flexibility for lines to be used as stand-alone books. Line D - Organizational Skills. D-1 Solve Trades Mathematical Problems, D-2 Apply Science Concepts to Trades Applications, D-3 Read Drawings and Specifications, D-4 Use Codes, Regulations, and Standards, D-5 Use Manufacturer and Supplier Documentation, D-6 Plan Projects."--BC Campus website.

Subjects:: Electronic and Information Engineering, Electrical Engineering, and Mechanical Engineering
Keywords:: Textbooks Building trades Industrial arts
Resource Type:: e-book

e-book

Trades access common core. Line D, Organizational skills, Competency D-4, Use codes, regulations and standards

"Codes, regulations, standards, specifications, and recommended practices are used in all aspects of construction, fabrication, manufacturing, and inspection. The following list of lines and competencies was generated with the goal of creating an entry-level trades training resource, while still offering the flexibility for lines to be used as stand-alone books. Line D - Organizational Skills. D-1 Solve Trades Mathematical Problems, D-2 Apply Science Concepts to Trades Applications, D-3 Read Drawings and Specifications, D-4 Use Codes, Regulations, and Standards, D-5 Use Manufacturer and Supplier Documentation, D-6 Plan Projects."--BC Campus website.

Subjects:: Electronic and Information Engineering, Electrical Engineering, and Mechanical Engineering
Keywords:: Textbooks Stards Engineering
Resource Type:: e-book

e-book

Trades access common core. Line D. Organizational skills; Competency D-3 Read Drawings and Specifications

"Some of the most important documents used in the workplace are the technical drawings, diagrams, and schematics that specify how fabrication and construction tasks will be carried out, or describe the composition and assembly of equipment. One of the essential skills for anyone involved in a trade is the ability to correctly interpret drawings. If you are in a construction or fabrication industry, you will need to be able to examine a drawing, take information from it, and visualize the finished product. If you are in a service or maintenance industry, you will need to interpret exploded drawings in order to properly repair or assemble equipment"--BC Campus website.

Subjects:: Electronic and Information Engineering, Electrical Engineering, and Mechanical Engineering
Keywords:: Architecture -- Designs plans Textbooks
Resource Type:: e-book

e-book

Trades access common core. Line D. Organizational skills; Competency D-5, Use Manufacturer and Supplier Documentation

"Document use is one of the nine essential skills identified by the Government of Canada to be successful in the workplace. It refers to the skills needed to find, enter, and use letters, numbers, symbols, and images in electronic and paper form. In the trades, people use document literacy skills to find and enter information in forms, lists, tables, graphs, maps, and drawings"--BC Campus website.

Subjects:: Electronic and Information Engineering, Electrical Engineering, and Mechanical Engineering
Keywords:: Textbooks Stards Engineering
Resource Type:: e-book

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