AI-ML-Roadmap-From-Scratch

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AI-ML-Roadmap-from-scratch is an Open Source research & education tool that provides a complete learning roadmap for AI, ML, Generative AI, Deep Learning, Data Science, NLP, and Reinforcement Learning. It offers a structured 0 to 100 repository with free resources.

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At a glance

Pricing

Free · Open Source

Free tier

Yes

API

Skill level

Technical

About

What is AI-ML-Roadmap-from-scratch?

AI-ML-Roadmap-from-scratch is a comprehensive, open-source repository designed to guide individuals through the complexities of Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, and Reinforcement Learning. It offers a structured learning pathway from beginner to advanced levels, featuring modules on foundational mathematics, computer science, and specialized AI domains. The roadmap curates a collection of the best free resources, including YouTube playlists, online courses, and popular blogs, making it an invaluable tool for self-paced learning and skill development in the AI/ML field.

Best used for

Ideal for students and job seekers who need to learn Artificial Intelligence and Machine Learning from scratch, find free educational resources, and develop practical skills in various AI domains. Especially valuable for self-paced learners seeking a comprehensive and structured roadmap.

Common actions

learn AI

study machine learning

find AI resources

develop AI skills

understand generative AI

low-code/no-codecollaborationopen-sourceautomated workflowdeepfake"AI Agents"workflowsface swappinggithub copilot

Capabilities

Key features

Structured learning modules
Curated free resources
Covers multiple AI fields
Practical projects list
Community contribution

Target Audience

studentjob seeker

Integrations

Not yet documented

Pricing & Plans

Free · Open Source

Free

FAQs

What topics are covered in the AI-ML-Roadmap-from-scratch?

The roadmap covers a wide range of topics including Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, and Reinforcement Learning. It also includes foundational modules on mathematics and computer science.

Are the resources provided in the roadmap free?

Yes, the repository explicitly states that it is a collection of the best free resources from YouTube, online courses, popular blogs, and websites. All recommended learning materials are freely accessible.

Can I contribute to the AI-ML-Roadmap-from-scratch project?

Yes, the project encourages contributions from the community. There is a CONTRIBUTING.md file that outlines how you can help improve the repository and add more resources for other learners.

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