Deeplearning.ai courses

This repo is about me learning new courses from Deeplearning.ai and Saving it here, In case later I need it.

Anyone visiting this repo feel free to Explore and Clone.

List of courses completed :

Introduction :

1. ChatGPT Prompt Engineering for Developers (https://learn.deeplearning.ai/accomplishments/f8c4a915-7ad0-4355-96e3-ee5938f018cc?usp=sharing)
2. Building Generative AI Applications with Gradio (https://learn.deeplearning.ai/accomplishments/a130cb91-c7ed-46d9-8abb-69f98d939b96?usp=sharing)
3. Vector Databases: from Embeddings to Applications (https://learn.deeplearning.ai/accomplishments/b3eea0f1-2328-4e6a-b2a9-48ae86b0e459?usp=sharing)
4. Getting Started with Mistral (https://learn.deeplearning.ai/accomplishments/ba274346-981b-4a0a-99ed-02ee85602f8b?usp=sharing)
5. Large Multimodal Model Prompting with Gemini: (https://learn.deeplearning.ai/accomplishments/c03ef080-3028-4efd-90c6-249e552612dd?usp=sharing)
6. Introducing Multimodal Llama 3.2: (https://learn.deeplearning.ai/accomplishments/284caa7a-0643-4657-b76b-77986ccc1649?usp=sharing)
7. Reinforcement Learning From Human Feedback: (https://learn.deeplearning.ai/accomplishments/78e1ca59-6f72-4000-a822-dd7b56b9dc34?usp=sharing)
8. Building an AI-Powered Game: (https://learn.deeplearning.ai/accomplishments/6c8b08b2-5836-4b12-aff8-995c30097a7e?usp=sharing)
9. Collaborative Writing and Coding with OpenAI Canvas: (https://learn.deeplearning.ai/accomplishments/1bc53e80-0a42-408d-8a98-afd525254710?usp=sharing)
10. Getting Structured LLM Output (https://learn.deeplearning.ai/accomplishments/c4766007-55a0-492f-bcde-698a2b523184?usp=sharing)
11. Building Systems with the ChatGPT API (https://learn.deeplearning.ai/accomplishments/9b55527e-41c1-40ee-9cf1-1aad02d6c094?usp=sharing)

LLMOPs :

1. LLMOps: (https://learn.deeplearning.ai/accomplishments/3741e4d2-a989-4a21-940c-1448349cb7a9?usp=sharing)
2. Evaluating and Debugging Generative AI (https://learn.deeplearning.ai/accomplishments/a6c4130c-3072-4d27-bd19-27e04082d696?usp=sharing)

Retrieval Augmented Generation (RAG) :

5. Building Agentic RAG with Llamaindex (https://learn.deeplearning.ai/accomplishments/c737fa57-dba1-44a1-9556-6800d27b007c?usp=sharing)
6. AI Agentic Design Patterns with AutoGen (https://learn.deeplearning.ai/accomplishments/56b0cdc5-8a17-422f-99af-d5d212fc73dd?usp=sharing)
7. Building and Evaluating Advanced RAG (https://learn.deeplearning.ai/accomplishments/baa19e7c-e229-4da3-9ec1-fa5af3917b10?usp=sharing)
8. Building Multimodal Search and RAG (https://learn.deeplearning.ai/accomplishments/0c05a73b-56b8-4422-8c2c-bfc0d00045f5?usp=sharing)
9. JavaScript RAG Web Apps with LlamaIndex (https://learn.deeplearning.ai/accomplishments/40c128ea-d988-4639-b53d-4daa1196079e?usp=sharing)
10. Building Your Own Database Agent (https://learn.deeplearning.ai/accomplishments/6ba8c67f-3592-42b5-8a1d-1b14c818d770?usp=sharing)
11. Understanding and Applying Text Embeddings (https://learn.deeplearning.ai/accomplishments/19aa208f-6513-49d1-ac8d-b07aa651d847?usp=sharing)

LangChain :

11. LangChain for LLM Application Development(https://learn.deeplearning.ai/accomplishments/96dd7d0f-398e-4929-aa68-2513e4115f04?usp=sharing)
12. LangChain Chat with Your Data (https://learn.deeplearning.ai/accomplishments/4b67f978-ab81-4d5d-9b92-dbc9b6335ee3?usp=sharing)
13. Functions, Tools and Agents with LangChain (https://learn.deeplearning.ai/accomplishments/26f4eac7-e695-4dfd-9cb7-d2e06bc7befb?usp=sharing)

Quantizations :

10. Quantization Fundamentals (https://learn.deeplearning.ai/accomplishments/070b804a-dedd-4449-8edd-128612ce4809?usp=sharing)
11. Quantization in Depth (https://learn.deeplearning.ai/accomplishments/12678423-b81a-47e6-bb6f-0f31281a3454?usp=sharing)

On-device AI :

12. Introduction to on-device AI (https://learn.deeplearning.ai/accomplishments/e5e8ad6e-6924-47bb-8ae6-67338b3d634c?usp=sharing)

Exploring Open Source Hugging Face Models :

13. Open Source Models with Hugging Face (https://learn.deeplearning.ai/accomplishments/369d2d0e-3dd7-45f3-af01-24e92d9c5f93?usp=sharing)

Semantic search :

14. Large Language Models with Semantic Search (https://learn.deeplearning.ai/accomplishments/3b1416d4-18ba-4114-ba31-20b2d464b847?usp=sharing)

Carbon aware computing :

15. Carbon Aware Computing for GenAI developers (https://learn.deeplearning.ai/accomplishments/914d6040-3574-4521-a3b3-b2b352496b9a?usp=sharing)

Vision models :

22. Prompt Engineering for Vision Models (https://learn.deeplearning.ai/accomplishments/ec9d979a-a7fc-492a-9d41-db144e711b5d?usp=sharing)
23. Multimodal RAG: Chat with Videos (https://learn.deeplearning.ai/accomplishments/19aa208f-6513-49d1-ac8d-b07aa651d847?usp=sharing)

Credits and Big Thank you : Deep learning Team (https://learn.deeplearning.ai/)