Top CS Courses

Summary

• 15213: Intro to Computer Systems ( C )
• 17437：Web Application Development ( Django )
• CS193X: Web Programming Fundamentals ( Web )
• 17214: Principles of Software Construction ( Java )
• 08722: Data Structure for application programmers ( Data Structure )
• 10606: Math Background for Machine Learning
• 10701: Introduction to Machine Learning
• 15619: Cloud Computing

Courses Search Engine

• CMU Schedule of Classes
• CMU Courses Prerequisite
• Standford Course Search
• Berkely Academi Guide

Principle of Computing

• 15213: Intro to Computer Systems
• 15110: Principles of Computing
• 15112: Fundamentals of Programming and Computer Science (python)
• CS110: Principles of Computer Systems
• CS 107: Computer Organization & Systems

Computer Network

• 14-740 Fundamentals of Computer and Telecommunication Networks

Web Development

• CS 193X: Web Programming Fundamentals
• CS142: Web Applications
• 17437: Web Application Development (Django)
• MIT 6.148: Web.Lab
• 67272: Application Design and Development
• CS192P: IOS Development
• CS 193A: Android App Development, Winter 2017
• CS 75: Build Dynamic Websites

Software Engineering

• 17214: Principles of Software Construction Keynotes
• CS61A: Structure and Interpretation of Computer Programs TextBook
• CS 106B: Programming Abstractions
• CS 108：Object-Oriented Systems Design

Data Structure and Algorithms

• 08722: Data Structure for application programmers
• CS 61B: Data Structures
• 96771: Data Structure and Algorithms for Information Processing
• CS61BL: Data Structures and Programming Methodology
• CS170: Efficient Algorithms and Intractable Problems

Database Management

• 15445: Database System
• 15415: Database Applications

Data Science

• 95888: Data Focused Python
• 95865: Unstructured Data Analytics
• 15688: Practical Data Science
• 95-791: Data Mining, Fall 2017
• 94-842: Programming in R for Analytics
• MIT 6.0002: Introduction to Computational Thinking and Data Science

Machine Learning

• 10725 Convex Optimization
• 10601 Introduction to Machine Learning
• 10701: Introduction to Machine Learning
• 10606: Math Background for Machine Learning
• 10703: Deep Reinforcement Learning and Control
• 11411: Natural Language Processing
• 11785: Introduction to Deep Learning
• CS188: Introduction to Artificial Intelligence
• CS189: Introduction to Machine Learning

Machine Learning Github

• 神经网络与深度学习基础
• AI Learning
• 机器学习资源 Machine learning Resources
• Andrew NG Machine Leanring Notes
• 机器学习实战（Python3）+ Notes

Operating System

• CS1U: Practical Unix
• 鸟叔的Linux私房菜

Programming Language

• CS106A: Programming Methodology
• CS42: Contemporary JavaScript
• CS41: The python programming language
• Berkely All in One

Cloud Computing

• 15619: Cloud Computing