awesome-agentic-ai-learning-resource-by-devkay
Awesome Agentic AI Learning Resource by DevKay is a curated roadmap for mastering Agentic AI—from ML foundations to production-ready agents. Features a 0–12+ month path, hands-on projects, top resources, agent architectures, and tools like LangChain and AutoGen.
https://github.com/dharminjoshi/awesome-agentic-ai-learning-resource-by-devkay
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📚 **COMPREHENSIVE LEARNING RESOURCES**
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🎓 **Essential Courses** (All Free/Accessible)
- Machine Learning Specialization
- Deep Learning Specialization
- Natural Language Processing
- CS224N: NLP with Deep Learning - level NLP |
- MIT 6.034 Artificial Intelligence
- Practical Deep Learning - Int | 2 months | Practical Implementation |
- Machine Learning Specialization
- Deep Learning Specialization
- Natural Language Processing
- CS224N: NLP with Deep Learning - level NLP |
- MIT 6.034 Artificial Intelligence
- Practical Deep Learning - Int | 2 months | Practical Implementation |
- Reinforcement Learning Course - paced | RL & Decision Making |
- Reinforcement Learning Course - paced | RL & Decision Making |
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📖 **Must-Read Books**
- Deep Learning - The bible of deep learning
- Pattern Recognition and Machine Learning - Mathematical foundations
- Deep Learning - The bible of deep learning
- Pattern Recognition and Machine Learning - Mathematical foundations
- The Elements of Statistical Learning - Statistical ML theory
- Natural Language Processing with Python - Practical NLP
- Artificial Intelligence: A Modern Approach - Agent theory
- The Elements of Statistical Learning - Statistical ML theory
- Generative Deep Learning - GANs, VAEs, Transformers
- Generative Deep Learning - GANs, VAEs, Transformers
- Natural Language Processing with Python - Practical NLP
- Artificial Intelligence: A Modern Approach - Agent theory
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