Roadmap to becoming an Artificial Intelligence Expert in 2022

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Learn AI/ML for beginners with a roadmap and free resources.

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.

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

AI Code Guide is a roadmap to start coding with AI

ApacheCN AI 路线图（知识树）

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

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A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130

Best Data Science, Data Analytics, AI, and SDE roadmaps. This repository is continually updated based on the top job postings on LinkedIn and Indeed in the data science and AI domain.

🚀 500+ curated resources for Data Analysis & Data Science: Python, SQL, Statistics, ML, AI, Visualization, Cheatsheets, Roadmaps, Interview Prep. For beginners and experts.

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The roadmap of generative AI: use cases and applications | 生成式AI的应用路线图

A roadmap describing the required skills, learning resources and sample tools to become an AI Engineer

Your no-nonsense guide to the Math used in Artificial Intelligence

Ai Learning Roadmap based on lots of open course sources and book materials. 我总结的 AI 学习路径。

AI/ML Pentesting Roadmap for Beginners

A Roadmap to Becoming an AI Engineer — From Zero to AI Engineer 👨🏻‍🚀 🚀

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🚀 The definitive roadmap to becoming a Forward Deployment Engineer (FDE). Master AI Agents, Enterprise Data Architecture, and Strategic Consulting. Bridging the gap between HQ and the field. Inspired by the "Delta" role at Palantir, OpenAI, and Scale AI.

A roadmap for "generative AI" learning resources

A beginner's roadmap to self studying Machine Learning and Artificial Intelligence

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A curated list of roadmaps covering different skills data science & AI careers and skills

AI 大模型应用/Agent工程师学习面试大全（Agent Dev Roadmap）

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List of all AI related learning materials and practical tools to get started with AI apps

Step-by-step learning path for aspiring AI and Data Science professionals. Covers fundamental mathematics, machine learning, and advanced data science topics.