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

Courseware

Introduction to MATLAB

This is an accelerated introduction to MATLAB® and its popular toolboxes. Lectures are interactive, with students conducting sample MATLAB problems in real time. The course includes problem-based MATLAB assignments. Students must provide their own laptop and software. This is great preparation for classes that use MATLAB.

Subjects:: Computing, Data Science and Artificial Intelligence
Keywords:: MATLAB Numerical analysis -- Computer programs Engineering mathematics -- Data processing
Resource Type:: Courseware

Courseware

Introduction to Convex Optimization

This course aims to give students the tools and training to recognize convex optimization problems that arise in scientific and engineering applications, presenting the basic theory, and concentrating on modeling aspects and results that are useful in applications. Topics include convex sets, convex functions, optimization problems, least-squares, linear and quadratic programs, semidefinite programming, optimality conditions, and duality theory. Applications to signal processing, control, machine learning, finance, digital and analog circuit design, computational geometry, statistics, and mechanical engineering are presented. Students complete hands-on exercises using high-level numerical software.

Subjects:: Mathematics and Statistics
Keywords:: Mathematical optimization Convex functions
Resource Type:: Courseware

Courseware

Differential Equations

Differential Equations are the language in which the laws of nature are expressed. Understanding properties of solutions of differential equations is fundamental to much of contemporary science and engineering. Ordinary differential equations (ODE's) deal with functions of one variable, which can often be thought of as time.

Subjects:: Mathematics and Statistics
Keywords:: Differential equations
Resource Type:: Courseware

Courseware

Calculus with Theory

The course is taught using the textbook by T. Apostol, "Calculus" Vol. I Second Edition (1967) and the additional course notes by James Raymond Munkres, Professor of Mathematics, Emeritus.

Subjects:: Mathematics and Statistics
Keywords:: Mathematical analysis Calculus
Resource Type:: Courseware

Video

Cryptography 101 - The Basics

This video introduces basic terminology in cryptography, including what is a ciphertext, plaintext, keys, public key crypto, and private key crypto. This is a video shared via the picoCTF youtube channel. picoCTF is a platform organized by Carnegie Mellon University (“CMU”)

Subjects:: Computing, Data Science and Artificial Intelligence
Keywords:: Cryptography Data encryption (Computer science)
Resource Type:: Video

Courseware

Linear Algebra

This course offers a rigorous treatment of linear algebra, including vector spaces, systems of linear equations, bases, linear independence, matrices, determinants, eigenvalues, inner products, quadratic forms, and canonical forms of matrices.

Subjects:: Mathematics and Statistics
Keywords:: Algebras Linear
Resource Type:: Courseware

Others

A Benchmark Dataset for Manipuri Meetei-Mayek Handwritten Character Recognition

This work introduces a handwritten Manipuri Meetei-Mayek character dataset which consists of more than 5000 data samples which were collected from a diverse population group that belongs to different age groups (from 4 years to 60 years), genders, educational backgrounds, occupations, communities from three different districts of Manipur, India (Imphal East District, Thoubal District and Kangpokpi District) during March and April 2019.

Subjects:: Computing, Data Science and Artificial Intelligence
Keywords:: Optical pattern recognition
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, Data Science and Artificial Intelligence
Keywords:: Human face recognition (Computer science) Optical pattern recognition
Resource Type:: Others

Others

Invariant Action Recognition Dataset

A dataset of five actors performing five different actions (drink, eat, jump, run and walk) on a treadmill from five different views (0, 45, 90, 135, and 180 degrees from the front of the actor/treadmill; the treadmill rather than the camera was rotated in place to acquire from different viewpoints). The dataset was filmed on a fixed, constant background.

Subjects:: Computing, Data Science and Artificial Intelligence
Keywords:: Computer vision Optical pattern recognition Motion perception (Vision)
Resource Type:: Others

Courseware

Communicating with Mobile Technology

This course covers the basics of J2ME and explores mobile imaging and media creation, GPS location, user-centered design, usability testing, and prototyping. Java experience is recommended.

Subjects:: Computing, Data Science and Artificial Intelligence
Keywords:: Mobile apps Mobile computing Cell phone systems Application software -- Development
Resource Type:: Courseware

Search OER Collection

ALL

PolyU OER

Internet Resource

Discipline

Subjects

Keywords

Resource Type

Creator / Instructor

Affiliation

Year

Language

Used in

Related PolyU Courses

Introduction to MATLAB

Introduction to Convex Optimization

Differential Equations

Calculus with Theory

Cryptography 101 - The Basics

Linear Algebra

A Benchmark Dataset for Manipuri Meetei-Mayek Handwritten Character Recognition

SUFR-W (Subtasks of unconstrained face recognition)

Invariant Action Recognition Dataset

Communicating with Mobile Technology

Search OER Collection

ALL

PolyU OER

Internet Resource

Search Constraints

Search Results