Lecture 2 | Machine Learning (Stanford)

Lecture by Professor Andrew Ng for Machine Learning (CS 229) in the Stanford Computer Science department. Professor Ng lectures on linear regression, gradient descent, and normal equations and discusses how they relate to machine learning. This course provides a broad introduction to machine learning and statistical pattern recognition. Topics include supervised learning, unsupervised learning, learning theory, reinforcement learning and adaptive control. Recent applications of machine learning, such as to robotic control, data mining, autonomous navigation, bioinformatics, speech recognition, and text and web data processing are also discussed. Complete Playlist for the Course: www.youtube.com CCS 229 Course Website: www.stanford.edu Stanford University: www.stanford.edu Stanford University Channel on YouTube: www.youtube.com

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Lecture 3 | Programming Paradigms (Stanford)

Lecture by Professor Jerry Cain for Programming Paradigms (CS107) in the Stanford University Computer Science department. In this lecture, Prof. Cain discusses C programming, focusing upon string duplicates, string copy, and memory diagrams. Programming Paradigms (CS107) introduces several programming languages, including C, Assembly, C++, Concurrent Programming, Scheme, and Python. The class aims to teach students how to write code for each of these individual languages and to understand the programming paradigms behind these languages. Complete Playlist for the Course: www.youtube.com CS 107 Course Website: www.CS107.stanford.edu Stanford University: www.stanford.edu Stanford University Channel on YouTube: www.youtube.com

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Lecture 8 | Programming Methodology (Stanford)

Lecture by Professor Mehran Sahami for the Stanford Computer Science Department (CS106A). Professor Sahami reviews what he covered on methods and functions and then goes into more detail. CS106A is an Introduction to the engineering of computer applications emphasizing modern software engineering principles: object-oriented design, decomposition, encapsulation, abstraction, and testing. Uses the Java programming language. Emphasis is on good programming style and the built-in facilities of the Java language. Complete Playlist for the Course: www.youtube.com CS106A at Stanford Unversity: www.stanford.edu Stanford Center for Professional Development: scpd.stanford.edu Stanford University: www.stanford.edu Stanford University Channel on YouTube www.youtube.com

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Lecture 11 | Programming Abstractions (Stanford)

Lecture 11 by Julie Zelenski for the Programming Abstractions Course (CS106B) in the Stanford Computer Science Department. Julie continues with recursive backtracking and introduces pointers and recursive data. Following, she focuses on solving the problems rather than the exact code and later uses the example of a program that will solve a Sudoku puzzle. She explains that recognizing and looking for patterns between all of the different recursive examples is an important component to learning recursion. Complete Playlist for the Course: www.youtube.com CS 106B Course Website: cs106b.stanford.edu Stanford Center for Professional Development scpd.stanford.edu Stanford University: www.stanford.edu Stanford University Channel on YouTube: www.youtube.com

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Lecture 3 | Programming Methodology (Stanford)

Lecture by Professor Mehran Sahami for the Stanford Computer Science Department (CS106A). Professor Sahami finishes his lecture on the program Karel by discussing common errors, comments, and advanced instructions. CS106A is an Introduction to the engineering of computer applications emphasizing modern software engineering principles: object-oriented design, decomposition, encapsulation, abstraction, and testing. Uses the Java programming language. Emphasis is on good programming style and the built-in facilities of the Java language. Complete Playlist for the Course: www.youtube.com CS106A at Stanford Unversity: www.stanford.edu Stanford Center for Professional Development: scpd.stanford.edu Stanford University: www.stanford.edu Stanford University Channel on YouTube www.youtube.com

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Lecture 4 | Programming Methodology (Stanford)

Lecture by Professor Mehran Sahami for the Stanford Computer Science Department (CS106A). Professor Sahami moves into the history of computing and introduces the program Java. CS106A is an Introduction to the engineering of computer applications emphasizing modern software engineering principles: object-oriented design, decomposition, encapsulation, abstraction, and testing. Uses the Java programming language. Emphasis is on good programming style and the built-in facilities of the Java language. Complete Playlist for the Course: www.youtube.com CS106A at Stanford Unversity: www.stanford.edu Stanford Center for Professional Development: scpd.stanford.edu Stanford University: www.stanford.edu Stanford University Channel on YouTube www.youtube.com

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