Interactive roadmaps, guides and other educational content to help developers grow in their careers.
- computer-science
- roadmap
- developer-roadmap
- frontend-roadmap
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A complete computer science study plan to become a software engineer.
- computer-science
- interview
- programming-interviews
- study-plan
🎓 Path to a free self-taught education in Computer Science!
- computer-science
- awesome-list
- courses
- curriculum
Translated:books: Essential foundational knowledge for technical interviews, Leetcode, computer operating systems, computer networks, system design
TranslatedAiLearning: Data Analysis + Machine Learning in Action + Linear Algebra + PyTorch + NLTK + TF2
- fp-growth
- apriori
- mahchine-leaning
- naivebayes
Roadmap to becoming an Artificial Intelligence Expert in 2022
- deep-learning
- artificial-intelligence
- roadmap
- ai-roadmap
The Open Source Data Science Masters
Video discussing this curriculum:
📊 Path to a free self-taught education in Data Science!
🎓 Um caminho para a educação autodidata em Ciência da Computação!
- awesome-list
- curriculo
- cursos
- brasil
DevOps Roadmap for 2026. with learning resources
- aws
- azure
- continous-delivery
- continuous-integration
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
TranslatedAI learning roadmap, compiling nearly 200 hands-on cases and projects, with free accompanying teaching materials, for beginners with zero background, focused on job-ready practice! Covers: Python, mathematics, machine learning, data analysis, deep learning, computer vision, natural language processing, PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv and other popular fields
- machine-learning
- deep-learning
- data-analysis
- data-mining
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
- machine-learning
- deep-learning
- linear-algebra
- probability
Toturials coming with the "data science roadmap" picture.
Programming curricula
- programming
- web-development
- game-development
- computer-science
TranslatedRoadmap to becoming a web developer in 2021, Taiwan Traditional Chinese version
Translated立党 (Lidang, "establish the party")'s notes on switching careers to coding from zero background
- computer-science
- python
A curated list of topics to start learning software engineering
- software-engineering
- computer-science
- curated-list
- mooc
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2026 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
This repository is a compilation of free resources for learning Data Science.
- data-science
- machine-learning
- machine-learning-algorithms
- deeplearning
the resources I use to learn computer science in my spare time
Data Science Roadmap from A to Z