Teach Yourself Computer Science

Category

Core CS

Provider

teachyourselfcs.com

Type

course

Level

intermediate

Topic

Core CS

Track

Core CS

Section

n/a

Format

['text']

Status

publishable

Commercial

unknown

Featured

no

Fast start

no

Sequence

n/a

Priority

n/a

Primary source

learning_paths

Sources

learning_paths

ID

ddc917c6e648efba

MIT 6.042J: Mathematics for Computer Science

MIT OCW

Discrete math, proofs, probability, graphs, and recurrences.

SICP (Structure and Interpretation of Computer Programs)

MIT Press

Mental models for abstraction, interpreters, and computation.

UC Berkeley CS 61A

UC Berkeley

A rigorous intro sequence that builds strong programming fundamentals.

OSSU Computer Science

OSSU

Community-built self-taught CS curriculum for learners who want a broad, rigorous foundation.

Neuromatch Neural Data Science

Neuromatch Academy

Excellent bridge into modern computational neuroscience and data handling.

Stanford CS229: Machine Learning

Stanford

Solid mathematical and algorithmic treatment of core ML.

scikit-learn documentation

scikit-learn

Still the fastest way to build strong baselines and classical ML systems.

Quantum Country

Quantum Country

Best zero-to-start resource for quantum computing intuition and memory building.

Nand2Tetris

Nand2Tetris

One of the best bottom-up systems courses ever made.

MIT 6.004 / Computation Structures

MIT

Bridges digital logic, computer architecture, performance, and systems reasoning.

Google Machine Learning Crash Course

Google

High-signal introduction to supervised learning, feature engineering, evaluation, and modern ML workflow.

Full Stack Open

University of Helsinki

Serious path into React, Node, testing, APIs, and deployment.