computer-science/extras/courses.md

Computer Science - Extra Resources

Courses

• Introduction to Computer Science
• Math (Mathematical Thinking)
• Program Design
• Math (Discrete Math)
• Algorithms
• Programming Paradigms
• Software Testing
• Math (Calculus)
• Software Architecture
• Theory
• Software Engineering
• Math (Probability)
• Computer Architecture
• Operating Systems
• Computer Networks
• Databases
• Cloud Computing
• Math (Linear Algebra)
• Cryptography
• Security
• Compilers
• Parallel Computing
• UX Design
• Computer Graphics
• Artificial Intelligence
• Machine Learning
• Natural Language Processing
• Big Data
• Data Mining
• Internet of Things

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Introduction to Computer Science

Courses	Duration	Effort
Introduction to Computer Science (Udacity)	7 weeks	10-20 hours/week
Introduction to Computer Science	12 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

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	6 weeks	6-8 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)

Computer Architecture

Courses	Duration	Effort
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

Computer Networks

Courses	Duration	Effort
Introduction to Computer Networking	-	5-10 hours/week

Databases

Cloud Computing

Math (Linear Algebra)

Cryptography

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

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

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

Natural Language Processing

Big Data

Data Mining

Internet of Things

Courses	Duration	Effort
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