Open Computer Science Curriculum

CompScience.md

Curriculum

• Introduction to Computer Science
• 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
• Math (Linear Algebra)
• Cryptography
• Security
• Compilers
• Parallel Computing
• 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	12 weeks	10-20 hours/week

Programing Data Structures & Algorithm

Courses	Duration	Effort	Days
C Book By K&R
NPTEL Course

Java

Courses	Duration	Effort	Days
Thinking in Java by Bruce Ekkel
HackerRank Java Domain

Python

Courses	Duration	Effort	Days
Core Python Programming
HackerRank Python Domain

Program Design

Courses	Duration	Effort	Days

Design of Computer Programs| | | 3 Days

Math (Discrete Math)

Courses	Duration	Effort	Days
Mathematics for Computer Science	12 weeks	5 hours/week	4 Days

Algorithms

Courses	Duration	Effort	Days
Algorithms, Part I	6 weeks	6-12 hours/week	3 Days
Algorithms, Part II	6 weeks	6-12 hours/week	3 Days
Analysis of Algorithms	6 weeks	6-8 hours/week	3 Days
6.006 - Introduction to Algorithms			4 Days

Programming Paradigms

Courses	Duration	Effort	Days
Functional Programming Principles in Scala	7 weeks	5-7 hours/week	3 Days
Principles of Reactive Programming	7 weeks	5-7 hours/week	3 Days
Object Oriented Programming in Java	6 weeks	4-6 hours/week	3 Days
6.092 - Introduction to Programming in Java			3 Days
6.170 - Lab in software engineering + Software studio			3 Days
6.005 - Elements of software construction			3 Days

Software Testing

Courses	Duration	Effort	Days
Software Testing	4 weeks	6 hours/week	2 Days
Software Debugging	8 weeks	6 hours/week	3 Days

Math (Calculus)

Courses	Duration	Effort	Days
Calculus One	16 weeks	8-10 hours/week	8 Days
Calculus Two: Sequences and Series	7 weeks	9-10 hours/week	4 Days
Multivariable Calculus	6 weeks	5-7 hours/week	2 Days

Software Architecture

Courses	Duration	Effort	Days
Web Application Architectures	6 weeks	6-9 hours/week	3 Days
Software Architecture & Design	8 weeks	6 hours/week	3 Days

Theory

Courses	Duration	Effort	Days
Automata	6 weeks	8-10 hours/week	3 Days
System Analysis & Design			10 Days

Software Engineering

Courses	Duration	Effort	Days
Engineering Software as a Service (SaaS), Part 1	9 weeks	12 hours/week	7 Days
Engineering Software as a Service (Saas), Part 2	8 weeks	12 hours/week	6 Days
Software Processes and Agile Practices	4 weeks	6-8 hours/week	2 Days
Startup Engineering	12 weeks	2-20 hours/week	2 Days
6.171 - Software engineering for web application			3 Days
6.172 - Performance engineering of software systems			3 Days

Math (Probability)

Courses	Duration	Effort	Days
Introduction to Probability - The Science of Uncertainty	16 weeks	12 hours/week	9 Days

Computer Architecture

Courses	Duration	Effort	Days
The Hardware/Software Interface	8 weeks	10-15 hours/week	5 Days
Computer Architecture	-	5-8 hours/week	3 Days
6.033 - Computer system engineering

Operating Systems

Courses	Duration	Effort	Days
Introduction to Operating Systems	8 weeks	6 hours/week	3 Days
Advanced Operating Systems	5 weeks	6 hours/week	2 Days
6.828 - Operating system engineering

Computer Networks

Courses	Duration	Effort	Days
Introduction to Computer Networking	-	5-10 hours/week	4 Days
Computer Networks	-	4–12 hours/week	2 Days

Databases

Courses	Duration	Effort	Days
Databases	12 weeks	8-12 hours/week	6 Days

Math (Linear Algebra)

Courses	Duration	Effort	Days
Coding the Matrix: Linear Algebra through Computer Science Applications	10 weeks	7-10 hours/week	5 Days

Cryptography

Courses	Duration	Effort	Days
Cryptography I	6 weeks	5-7 hours/week	2 Days
Cryptography II	6 weeks	6-8 hours/week	3 Days
Applied Cryptography	8 weeks	6 hours/week	3 Days

Security

Courses	Duration	Effort	Days
Intro to Information Security	8 weeks	3 hours/week	2 Days
6.858 - Computer system security			3 Days
6.857 - Network and computer security			3 Days

Compilers

Courses	Duration	Effort	Days
Compilers	9 weeks	6-8 hours/week	4 Days
6.035 - Computer Language Engineering			3 Days
Programming Languages			3 Days

Parallel Computing

Courses	Duration	Effort	Days
Heterogeneous Parallel Programming	11 weeks	8-10 hours/week	6 Days

Computer Graphics

Courses	Duration	Effort	Days
Computer Graphics	6 weeks	12 hours/week	9 Days

Artificial Intelligence

Courses	Duration	Effort	Days
Artificial Intelligence	12 weeks	15 hours/week	11 Days
6.034 - Artificial Intelligence			4 Days

Machine Learning

Courses	Duration	Effort	Days
Machine Learning	11 weeks	4-6 hours/week	3 Days
6.867 - Machine learning			4 Days

Natural Language Processing

Courses	Duration	Effort	Days
Natural Language Processing	10 weeks	8-10 hours/week	5 Days

Big Data

Courses	Duration	Effort	Days
Introduction to Big Data	3 weeks	5-6 hours/week	1 Days

Data Mining

Courses	Duration	Effort	Days
Pattern Discovery in Data Mining	4 weeks	4-6 hours/week	1 Days

Internet of Things

Courses	Duration	Effort	Days
The Internet of Things	4 weeks	2 hours/week	1 Days