From 5a5c35f68308fbcfcba8642844d1eda8c3649ff2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fr=C3=A9d=C3=A9ric=20Legrand?= <66426745+fred3105@users.noreply.github.com> Date: Tue, 3 Sep 2024 15:59:54 +0200 Subject: [PATCH] Update README.md --- README.md | 35 ++++++++++++++++++----------------- 1 file changed, 18 insertions(+), 17 deletions(-) diff --git a/README.md b/README.md index 67d0235..b1c6376 100644 --- a/README.md +++ b/README.md @@ -3,18 +3,21 @@ ## Prerequisites ## 1. Python Programming Language -1 Month + #### Python: + ![python-logo-master-v3-TM-flattened](https://user-images.githubusercontent.com/20041231/211717885-0b1e049b-f5b3-457d-ba7a-9345ec3aa39c.png) 1. Complete Python Playlist In English: [![YouTube](https://img.shields.io/badge/YouTube-Video-green)](https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVNUL99R4bDlVYsncUNvwUBB) -2. Complete Python Playlist In Hindi: [![YouTube](https://img.shields.io/badge/YouTube-Video-green)](https://www.youtube.com/watch?v=MJd9d9Mpxg0&list=PLTDARY42LDV4qqiJd1Z1tShm3mp9-rP4v) +2. Complete Python Playlist In Hindi: [![YouTube](https://img.shields.io/badge/YouTube-Video-green)](https://www.youtube.com/watch?v=MJd9d9Mpxg0&list=PLTDARY42LDV4qqiJd1Z1tShm3mp9-rP4v) -3. Flask Playlist: [![YouTube](https://img.shields.io/badge/YouTube-Video-green)](https://www.youtube.com/watch?v=4L_xAWDRs7w&list=PLZoTAELRMXVPBaLN3e-uoVRR9hlRFRfUc) +3. Flask Playlist: [![YouTube](https://img.shields.io/badge/YouTube-Video-green)](https://www.youtube.com/watch?v=4L_xAWDRs7w&list=PLZoTAELRMXVPBaLN3e-uoVRR9hlRFRfUc) 4. Fast API Tutorials [![YouTube](https://img.shields.io/badge/YouTube-Video-green)](https://www.youtube.com/watch?v=WU65u9d-97c&list=PLZoTAELRMXVPgsojPOHF9i0u2L83-m9P7) ## 2. Basic Machine Learning Natural Language Processing (Day 1 - Day 5) [![YouTube](https://img.shields.io/badge/YouTube-Video-green)](https://www.youtube.com/watch?v=w3coRFpyddQ&list=PLZoTAELRMXVNNrHSKv36Lr3_156yCo6Nn) + 1. Why NLP? 2. One hot Encoding, Bag Of Words, 3. TFIDF @@ -28,24 +31,25 @@ 4. Optimizers ## 4. Advanced NLP Concepts (Day 6 - Last Video) [![YouTube](https://img.shields.io/badge/YouTube-Video-green)](https://www.youtube.com/watch?v=ZwYtqTaZ2io&list=PLZoTAELRMXVNNrHSKv36Lr3_156yCo6Nn&index=8) + 1. RNN, LSTM RNN 2. GRU RNN 3. Bidirection LSTM RNN -4. Encoder Decoder, Attention is all you need ,Seq to Seq +4. Encoder Decoder, Attention is all you need ,Seq to Seq 5. Transformers ## 5. Starting the Journey Towards Generative AI (GPT4,Mistral 7B, LLAMA, Hugging Face Open Source LLM Models,Google Palm Model) + ![image](https://github.com/krishnaik06/Roadmap-To-Learn-Generative-AI-In-2024/assets/20041231/ebaa03ec-4370-4ea0-989d-5314370cd2da) 1. OpenAI [![YouTube](https://img.shields.io/badge/documentation-link-green)](https://platform.openai.com/docs/introduction) [![YouTube](https://img.shields.io/badge/YouTube-Video-red)](https://www.youtube.com/watch?v=CbpsDMwFG2g&list=PLZoTAELRMXVMTWGW9iS45ZTcMsntos6VO) ![image](https://github.com/krishnaik06/Roadmap-To-Learn-Generative-AI-In-2024/assets/20041231/986bc005-e6c3-4f41-b678-82e0c0c2aa4a) - 2. Langchain Tutorials With Projects [![YouTube](https://img.shields.io/badge/documentation-link-green)](https://python.langchain.com/docs/get_started/introduction) [![YouTube](https://img.shields.io/badge/YouTube-Video-red)](https://www.youtube.com/watch?v=4O1rs7mrNDo&list=PLZoTAELRMXVORE4VF7WQ_fAl0L1Gljtar) 3. Chainlit [![YouTube](https://img.shields.io/badge/documentation-link-green)](https://docs.chainlit.io/get-started/overview) -4. Google Gemini [![YouTube](https://img.shields.io/badge/documentation-link-green)](https://ai.google.dev/tutorials/python_quickstart?authuser=1 ) +4. Google Gemini [![YouTube](https://img.shields.io/badge/documentation-link-green)](https://ai.google.dev/tutorials/python_quickstart?authuser=1) ## 5. Vector Databases And Vector Stores @@ -56,18 +60,15 @@ ## 6. Deployment Of LLM Projects -1. AWS -2. Azure -3. LangSmith -4. LangServe -5. HuggingFace Spaces - -## iNeuron Free Community Generative Ai Series [![YouTube](https://img.shields.io/badge/freecourse-link-green)](https://ineuron.ai/course/generative-ai-community-edition-hinglish) -![image](https://github.com/krishnaik06/Roadmap-To-Learn-Generative-AI-In-2024/assets/20041231/e96eddca-5e19-45b3-8beb-bf95a80cc4db) - - - - +Tools to help you deploy your LLM app to production: +1. [AWS](https://aws.amazon.com/) +2. [Azure](https://azure.microsoft.com/en-us/products/devops) +3. [phospho](https://phospho.ai/) +4. [LangSmith](https://www.langchain.com/langsmith) +5. [LangServe](https://python.langchain.com/v0.2/docs/langserve/) +6. [HuggingFace Spaces](https://huggingface.co/) +## iNeuron Free Community Generative Ai Series [![YouTube](https://img.shields.io/badge/freecourse-link-green)](https://ineuron.ai/course/generative-ai-community-edition-hinglish) +![image](https://github.com/krishnaik06/Roadmap-To-Learn-Generative-AI-In-2024/assets/20041231/e96eddca-5e19-45b3-8beb-bf95a80cc4db)