TranslatedAiLearning: Data Analysis + Machine Learning in Action + Linear Algebra + PyTorch + NLTK + TF2
- fp-growth
- apriori
- mahchine-leaning
- naivebayes
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Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
TranslatedA trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples.
TranslatedThe most comprehensive game development technology map (Game Development Map). It helps game developers save time on known problems, so they can put more energy into more creative work.
- game-development
- unity3d
- 3d
- programming
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.
:satellite: All You Need to Know About Deep Learning - A kick-starter
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.
This repository consists of all the material required for cracking the coding rounds and technical interviews during placements.
- placements
- placement
- placement-preparation
- placement-preparation-portal
The roadmap for learning the C++ programming language for beginners and experienced devs.