YashX

Prerequisites

• Core CS assumes knowledge of high school math (algebra, geometry, pre-calculus)

• Advanced CS assumes completion of Core CS

• Advanced Systems requires basic physics

Intro CS

computation imperative programming data structures algorithms
Introduction to Computer Science and Programming using Python
14 weeks 6-10 hrs/week
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Core CS

Core Programming

functional programming testing design patterns OOP
Systematic Program Design
13 weeks 8-10 hrs/week
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Class-based Program Design
13 weeks 5-10 hrs/week
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Programming Languages
11 weeks 4-8 hrs/week
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Object-Oriented Design
13 weeks 5-10 hrs/week
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Software Architecture
4 weeks 2-5 hrs/week
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Core Math

discrete math calculus probability statistics
Calculus 1A: Differentiation
13 weeks 6-10 hrs/week
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Calculus 1B: Integration
13 weeks 5-10 hrs/week
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Calculus 1C: Coordinate Systems & Infinite Series
6 weeks 5-10 hrs/week
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Mathematics for Computer Science
13 weeks 5 hrs/week
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CS Tools

shell scripting vim version control
The Missing Semester of Your CS Education
2 weeks 12 hrs/week
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Core Systems

computer architecture operating systems networking
Build a Modern Computer from First Principles: Nand to Tetris
6 weeks 7-13 hrs/week
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Nand to Tetris Part II
6 weeks 12-18 hrs/week
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Operating Systems: Three Easy Pieces
10-12 weeks 6-10 hrs/week
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Computer Networking: a Top-Down Approach
8 weeks 4-12 hrs/week
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Core Theory

algorithms data structures complexity theory
Algorithms: Design and Analysis, Part 1
8 weeks 4-8 hrs/week
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Algorithms: Design and Analysis, Part 2
8 weeks 4-8 hrs/week
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Core Security

cybersecurity secure coding cryptography
Cybersecurity Fundamentals
8 weeks 10-12 hrs/week
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Principles of Secure Coding
4 weeks 4 hrs/week
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Identifying Security Vulnerabilities
4 weeks 4 hrs/week
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Security Vulnerabilities in C/C++
4 weeks 5 hrs/week
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Core Applications

databases machine learning graphics software engineering
Databases: Modeling and Theory
2 weeks 10 hrs/week
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Databases: Relational Databases and SQL
2 weeks 10 hrs/week
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Databases: Semistructured Data
2 weeks 10 hrs/week
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Machine Learning
11 weeks 9 hrs/week
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Computer Graphics
6 weeks 12 hrs/week
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Software Engineering: Introduction
6 weeks 8-10 hrs/week
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Core Ethics

tech ethics privacy IP rights
Ethics, Technology and Engineering
9 weeks 2 hrs/week
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Introduction to Intellectual Property
4 weeks 2 hrs/week
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Data Privacy Fundamentals
3 weeks 3 hrs/week
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Advanced CS

Advanced Programming

Parallel Programming
4 weeks 6-8 hrs/week
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Compilers
9 weeks 6-8 hrs/week
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Introduction to Haskell
14 weeks
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Software Debugging
8 weeks 6 hrs/week
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Software Testing
4 weeks 6 hrs/week
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Advanced Systems

Computation Structures 1: Digital Circuits
10 weeks 6 hrs/week
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Computation Structures 2: Computer Architecture
10 weeks 6 hrs/week
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Computation Structures 3: Computer Organization
10 weeks 6 hrs/week
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Advanced Theory

Theory of Computation
13 weeks 10 hrs/week
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Computational Geometry
16 weeks 8 hrs/week
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Game Theory
8 weeks 3 hrs/week
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Advanced Information Security

Web Security Fundamentals
5 weeks 4-6 hrs/week
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Security Governance & Compliance
3 weeks 3 hrs/week
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Digital Forensics Concepts
3 weeks 2-3 hrs/week
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Advanced Math

Essence of Linear Algebra
Video Series
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Linear Algebra
14 weeks 12 hrs/week
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Introduction to Numerical Methods
14 weeks 12 hrs/week
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Probability
15 weeks 5-10 hrs/week
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Final Project Options

Fullstack Open
12 weeks 15 hrs/week
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Modern Robotics
26 weeks 2-5 hrs/week
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Data Mining Specialization
30 weeks 2-5 hrs/week
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Cloud Computing Specialization
30 weeks 2-6 hrs/week
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