Roadmap-To-Learn-Agentic-AI

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Roadmap-To-Learn-Agentic-AI is an Open Source research and education tool that provides a structured roadmap for learning agentic AI systems. It covers prerequisites like Python and NLP, and delves into advanced topics like Deep Learning for NLP and Generative AI.

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Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is Roadmap-To-Learn-Agentic-AI?

Roadmap-To-Learn-Agentic-AI is an open-source GitHub repository offering a comprehensive guide to mastering agentic AI systems. It begins with foundational knowledge in Python programming and essential machine learning concepts, including Natural Language Processing (NLP) techniques like TFIDF and Word2vec. The roadmap then progresses to in-depth Deep Learning for NLP, transformer explanations, and extensive Generative AI tutorials with end-to-end projects. A significant portion is dedicated to Agentic AI tutorials, exploring various frameworks such as Langchain, LangGraph, Agno, Phidata, CrewAI, and Autogen. This resource is ideal for individuals looking to build a strong understanding and practical skills in the rapidly evolving field of agentic AI.

Best used for

Ideal for students and job seekers who need to learn agentic AI from foundational concepts to advanced frameworks, understand complex NLP and Generative AI, and build practical AI projects. Especially valuable for those seeking a structured, self-paced learning path in AI development.

Common actions

learn AI development

understand agentic AI

explore AI frameworks

build AI projects

collaborationdeepfakeopen-sourceworkflowslow-code/no-codeautomated workflowface swapping"AI Agents"github copilot

Capabilities

Key features

Python programming roadmap
NLP concepts explained
Deep Learning NLP tutorials
Generative AI projects
Agentic AI frameworks guide
MultiModal RAGs

Target Audience

studentjob seeker

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What are the prerequisites for following this roadmap?

The roadmap requires a strong foundation in Python programming, basic machine learning concepts, and Natural Language Processing (NLP). It also recommends prior knowledge of Deep Learning for NLP and Generative AI to fully benefit from the advanced topics covered.

Which Agentic AI frameworks are covered in this roadmap?

The roadmap provides guidance on several popular Agentic AI frameworks, including Langchain, LangGraph, Agno, Phidata, CrewAI, and Autogen. It aims to give learners a broad understanding of the tools available for building agentic systems.

Is there any live training associated with this roadmap?

Yes, the roadmap mentions a Live Agentic AI And Generative AI With Cloud Bootcamp. This is a separate, paid offering with specific start dates, timings, and mentors, providing an instructor-led learning experience alongside the self-study roadmap.

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Subcategories trending in Research & Education

Academic Research Knowledge Management Course Creation Scientific Computing Summarization Language Learning

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AI Agents & Automation › AI Frameworks & Infra AI Agents & Automation › General-Purpose Agents

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