My Computer Science Degree

A combination of:

The Open Source Computer Science Degree

The Python Open Source Computer Science Degree

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Computer Science Basics

Courses	Duration	Effort	Prerequisites
Intro To Computer Science	12 weeks	10-20 hours / week	None

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Java Progamming

Courses	Duration	Effort	Prerequisites
Java Programming: Solving Problems with Software	4 weeks	4-8 hours / week	None
Java Programming: Arrays, Lists, and Structured Data	4 weeks	4-8 hours / week	Java Programming: Solving Problems with Software
Object Oriented Programming in Java	6 weeks	4-6 hours / week	Java Programming: Arrays, Lists, and Structured Data
Data Structures and Performance	6 weeks	6-10 hours / week	Object Oriented Programming in Java
Java Programming: Principles of Software Design	4 weeks	4-8 hours / week	Data Structures and Performance
Java Programming: Build a Recommendation System	4 weeks	3-6 hours / week	Java Programming: Principles of Software Design

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Python Programming

Courses	Duration	Effort	Prerequisites
Programming for Everybody (Getting Started with Python)	4 weeks	4-6 hours / week	None
Python Data Structures	4 weeks	4-6 hours / week	Programming for Everybody (Getting Started with Python)
Using Python to Access Web Data	4 weeks	4-6 hours / week	Python Data Structures
Using Databases with Python	3 weeks	4-8 hours / week	Using Python to Access Web Data
Capstone: Retrieving, Processing, and Visualizing Data with Python	3 weeks	4-6 hours / week	Using Databases with Python

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Other Programming

Courses	Duration	Effort	Prerequisites
Programming Languages: Part A	5 weeks	8-16 hours / week	None (?)
Programming Languages: Part B	3 weeks	8-16 hours / week	Programming Languages: Part A
Programming Languages: Part C	3 weeks	8-16 hours / week	Programming Languages: Part B

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Math

Courses	Duration	Effort	Prerequisites
Pre-calculus	15 weeks	9-10 hours / week	None
Calculus 1A: Differentiation	12 weeks	6-10 hours / week	Pre-calculus
Calculus 1B: Integration	15 weeks	6-10 hours / week	Calculus 1A: Differentiation
Calculus 1C: Coordinate Systems & Infinite Series	8 weeks	6-10 hours / week	Calculus 1B: Integration
Linear Algebra - Foundations to Frontiers	15 weeks	6-10 hours / week	Pre-calculus
Introduction to Probability and Data	5 weeks	5-7 hours / week	None
Intro to Statistics	8 weeks	5-7 hours / week	None

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Data Science

Courses	Duration	Effort	Prerequisites
Introduction to Data Science in Python	3 weeks	4-6 hours/week	Basic Python knowledge
Applied Plotting, Charting & Data Representation in Python	4 weeks	5-7 hours/week	Introduction to Data Science in Python
Applied Machine Learning in Python	6 weeks	5-7 hours/week	Applied plotting, charting & data representation in Python
Applied Text Mining in Python	5 weeks	5-7 hours/week	Applied machine learning in Python
Applied Social Network Analysis in Python	5 weeks	5-7 hours/week	Applied text mining in Python

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Systems

Courses	Duration	Effort	Prerequisites
Build a Modern Computer from First Principles: From Nand to Tetris	6 weeks	5 hours / week	Basic programming knowledge
Build a Modern Computer from First Principles: From Nand to Tetris II	6 weeks	10-15 hours / week	Build a Modern Computer from First Principles: From Nand to Tetris
Introduction to Operating Systems	8 weeks	5-8 hours / week	Build a Modern Computer from First Principles: From Nand to Tetris II

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Theory

Courses	Duration	Effort	Prerequisites
Computer Science: Algorithms, Theory, and Machines	10 weeks	2-5 hours / week	Calculus, basic programming knowledge
Algorithms, Part I	6 weeks	6-12 hours / week	Computer Science: Algorithms, Theory, and Machines
Algorithms, Part II	6 weeks	6-12 hours / week	Algorithms, Part I

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Applications

Courses	Duration	Effort	Prerequisites
Software Engineering: Introduction	6 weeks	8-10 hours / week	Java Programming: Build a Recommendation System
Machine Learning	11 weeks	5-7 hours / week	Linear Algebra - Foundations to Frontiers
Database Management Essentials	7 weeks	4-6 hours / week	Basic programming & CS knowledge
Cryptography I	7 weeks	5 hours / week	Linear Algebra - Foundations to Frontiers & Introduction to Probability and Data

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Unix

Courses	Duration	Effort	Prerequisites
The Unix Workbench	4 weeks	4 hours / week	None