A curated list of topics to start learning software engineering
- software-engineering
- computer-science
- curated-list
- mooc
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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!
Translated[Three Years of Interviews, Five Years of Mock Interviews] An interview resource platform for AIGC/LLM/AI Agent algorithm engineers. It covers practical interview and written-test experience and core, cross-cycle knowledge for the AI industry, including AIGC, LLM large models, AI Agents, embodied intelligence, traditional deep learning, computer vision, natural language processing, autonomous driving, machine learning, reinforcement learning, big data mining, world models, the metaverse, AGI, and more.
This repository is a compilation of free resources for learning Data Science.
- data-science
- machine-learning
- machine-learning-algorithms
- deeplearning
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the resources I use to learn computer science in my spare time
Learn AI/ML for beginners with a roadmap and free resources.
- roadmap
- artifical-intelligense
- machine-learning
:satellite: All You Need to Know About Deep Learning - A kick-starter
Data Science Roadmap from A to Z
Become skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Reinforcement Learning and more with this complete 0 to 100 repository.
Welcome to the SDE Interview Preparation Roadmap! This repository is not just about my personal journey; it's a collaborative space for collective learning. As I prepare for Software Development Engineer (SDE) interviews, I've created a comprehensive checklist to guide my preparation.
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Android Developer Roadmap 2020
🎓 Because Education should be free. Contributions welcome! 🕵️
- cyber-security
- awesome-list
- curriculum
- courses
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
- python
- machine-learning
- deep-learning
- pytorch
A month-by-month roadmap for CS students: programming, DSA, development and placement prep, with curated free resources.
- btech
- computer-science
- dsa
- learning-resources
The roadmap for learning the C++ programming language for beginners and experienced devs.
📚 A learning path for Full-stack web development
- learn-to-code
- webdevelopment
- fullstack-javascript
- front-end-development
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
- natural-language-processing
- nlp
- roadmap
- probability-statistics
The Ultimate FREE Machine Learning Study Plan
:books: To Be Professional Developer From Zero To Mastery, Interactive MindMap, RoadMap(Learning Path/Interview Questions), xCompass, Weekly for Developer, to Learn Everything in ITCS :dizzy: 程序员的技术视野、知识管理与职业规划，提高个人与团队的研发效能
- knowledge-graph
- weekly
- coder
- technology-management
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The most complete Android advanced route knowledge map ⭐️你想要的最全 Android 进阶路线知识图谱+干货资料收集🚀
- android
- knowledge-map
- advanced
- completed-project