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

Video

DigitalSreeni Youtube Channel

This channel walks you through the entire process of learning to code in Python; all the way from basics to advanced machine learning and deep learning. The primary emphasis will be on image processing and other relevant functionality. Why did I create this channel? To help you (students and researchers) gain a new skill and succeed in your respective fields.
You may think coding is hard and that it's not your cup of tea, but Python made it easy to code even advanced algorithms. In addition, coding will make you self sufficient, it will teach you how to think, it improves your collaborative skills and it can take your career to new heights. Therefore, if you want to stay ahead of your peers and relevant in your field, overcome your fears and start coding!

Subjects:: Computing
Keywords:: Computer programming Computer science Python (Computer program language)
Resource Type:: Video

Video

Crash Course Computer Science

In 40 episodes, Carrie Anne Philbin teaches you computer science! This course is based on introductory college-level material as well as the AP Computer Science Principles guidelines. By the end of this course, you will be able to:

*Outline the history of computers and the design decisions that gave us modern computers

*Describe the basic elements of programming and software

*Identify the basic components of computer hardware and what they do

*Describe how computers are used and how that has evolved over time

*Appreciate how far computers have come and how far they might take us

Course related:: AMA2222 Principles of Programming
Subjects:: Computing
Keywords:: Computer science
Resource Type:: Video

Video

Learn Python - Full Course for Beginners [Tutorial]

This course will give you a full introduction into all of the core concepts in python. Follow along with the videos and you'll be a python programmer in no time! Want more from Mike? He's starting a coding RPG/Bootcamp - https://simulator.dev/

Course related:: AF3507 Company Law
Subjects:: Computing
Keywords:: Python (Computer program language)
Resource Type:: Video

Video

Fourier Analysis: Overview

This video presents an overview of the Fourier Transform, which is one of the most important transformations in all of mathematical physics and engineering. This series will introduce the analytic theory of the Fourier Transform, along with the Fast Fourier Transform (FFT) algorithm for efficient computations. We will explore lots of applications in image compression, audio analysis, and solving partial differential equations.