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Computer Science - Extra Resources

Free Courses

Introduction to Computer Science

Courses Duration Effort
Introduction to Computer Science and Programming Using Python 9 weeks 15 hours/week
From Nand to Tetris (Part 1) 6 weeks 5-10 hours/week
Introduction to Computer Science (Udacity) 7 weeks 10-20 hours/week
An Introduction to Interactive Programming in Python (Part 1) 5 weeks -
An Introduction to Interactive Programming in Python (Part 2) - -
Introduction to Computational Thinking and Data Science 10 weeks 15 hours/week
Introduction to Programming with Java Part 1: Starting to Code with Java 5 weeks 5-7 hours/week
Introduction to Programming with Java Part 2: Writing Good Code 5 weeks 5-7 hours/week
CS For All: Introduction to Computer Science and Python Programming 14 weeks 5-7 hours/week
Programming Basics 9 weeks 8 hours/week
Introduction to Logic 8 weeks 4-10 hours/week
Introduction to Programming with MATLAB - -

Math (Mathematical Thinking)

Courses Duration Effort
Introduction to Mathematical Thinking 10 weeks 8-10 hours/week

Program Design

Math (Discrete Math)

Algorithms

Courses Duration Effort
Analysis of Algorithms (Skiena) 15 weeks 6-8 hours/week
Analysis of Algorithms (Sedgewick) 6 weeks 6-8 hours/week
Programming Challenges (Skiena) 14 weeks 6-8 hours/week
Mathematical Logic and Algorithms Theory 7 weeks 3-4 hours/week
Algorithmic Toolbox 5 weeks 4-8 hours/week
Algorithms on Graphs and Trees - -
Algorithms on Strings - -
Advanced Algorithms and Complexity - -
Algorithmic Thinking (Part 1) - -
Algorithmic Thinking (Part 2) - -
Statistical Mechanics: Algorithms and Computations - -
Approximation Algorithms Part I - -
Approximation Algorithms Part II - -
Algorithms: Design and Analysis, Part 1 6 weeks 5-7 hours/week
Algorithms: Design and Analysis, Part 2 6 weeks 6-10 hours/week

Programming Paradigms

Courses Duration Effort
Principles of Reactive Programming 7 weeks 5-7 hours/week
Object-Oriented Programming 4 weeks 8 hours/week
Introduction to Functional Programming 7 weeks 4-6 hours/week

Software Testing

Math (Calculus)

Courses Duration Effort
Pre-Calculus 10 weeks 10-12 hours/week
Multivariable Calculus 6 weeks 5-7 hours/week

Software Architecture

Courses Duration Effort
Web Application Architectures 6 weeks 6-9 hours/week

Theory

Software Engineering

Courses Duration Effort
Agile Development Using Ruby on Rails - Basics 9 weeks 12 hours/week
Agile Development Using Ruby on Rails - Advanced 8 weeks 12 hours/week
Startup Engineering 12 weeks 2-20 hours/week

Math (Probability)

Courses Duration Effort
Introduction to Probability and Data - -

Computer Architecture

Courses Duration Effort
Certified Information Systems Auditor - 8.5 hours
The Hardware/Software Interface 8 weeks 10-15 hours/week

Operating Systems

Courses Duration Effort
Operating System Engineering - -
Introduction to Linux 8 weeks 5-8 hours/week
CompTIA Linux+ - 5.25 hours
Introduction to Operating Systems 8 weeks 5-8 hours/week
Advanced Operating Systems 5 weeks 5-8 hours/week
Advanced Operating Systems: Structures And Implementation 10 weeks 2-3 hours/week

Computer Networks

Courses Duration Effort
Introduction to Computer Networking - 5-10 hours/week
CompTIA Network+ - 32 hours
Cisco CCNA - 15.5 hours
Networking for Web Developers - 12 hours
Computer Networking 12 weeks 5-8 hours/week

Databases

Courses Duration Effort
Using Databases with Python 5 weeks 2-3 hours/week
Database Systems - 27 hours
Database Management Essentials 7 weeks 4-6 hours/week

Cloud Computing

Courses Duration Effort
CompTIA Cloud+ - 2.5 hours
Cloud Computing Concepts 5 weeks 4-8 hours/week
Cloud Computing Concepts: Part 2 5 weeks 4-8 hours/week
Cloud Computing Applications 5 weeks 10-15 hours/week

Math (Linear Algebra)

Courses Duration Effort
Linear Algebra - Foundations to Frontiers (LAFF) 15 weeks 8 hours/week

Cryptography

Courses Duration Effort
Applied Cryptography 8 weeks 6 hours/week
Cryptography 7 weeks 4-7 hours/week
Cryptography - 2.9 hours

Security

Courses Duration Effort
Usable Security 7 weeks 5-8 hours/week
Software Security 6 weeks 3-5 hours/week
Cybersecurity and Its Ten Domains 7 weeks 4-7 hours/week
Designing and Executing Information Security Strategies 10 weeks 4-6 hours/week
CompTIA Security+ - 9.5 hours
Cyberwar, Surveillance and Security 6 weeks 2-3 hours/week
Computer and Hacking Forensics - 7.1 hours
Secure Coding - 9.5 hours

Compilers

Parallel Computing

UX Design

Computer Graphics

Artificial Intelligence

Courses Duration Effort
Discrete Optimization 9 weeks 10-20 hours/week
Intro to Artificial Intelligence 16 weeks 6-10 hours/week

Machine Learning

Courses Duration Effort
Intro to Machine Learning 10 weeks 6-10 hours/week
Machine Learning for Data Science and Analytics 5 weeks 7-10 hours/week

Natural Language Processing

Big Data

Courses Duration Effort
Big Data for Smart Cities 4 weeks 3-5 hours/week
Processing Big Data with Azure HDInsight 5 weeks 3-4 hours/week
Big Data Science with the BD2K-LINCS Data Coordination and Integration Center 7 weeks 4-5 hours/week

Data Mining

Courses Duration Effort
Mining Massive Datasets 7 weeks 8-10 hours/week
Text Retrieval and Search Engines - -
Text Mining and Analytics - -
Cluster Analysis in Data Mining - -

Internet of Things

Courses Duration Effort
Introduction to the Internet of Things and Embedded Systems 4 weeks 1-3 hours/week
Internet of Things: How did we get here? 2 weeks 2-3 hours/week
Internet of Things: Setting Up Your DragonBoard™ Development Platform 10 weeks 2-3 hours/week
Internet of Things: Sensing and Actuation From Devices 6 weeks 3-5 hours/week
Internet of Things: Communication Technologies 4 weeks 1 hours/week
Internet of Things: MultimediaTechnologies 3 weeks 1-2 hours/week