Shailendra Prajapati's starred repositories
aws-devops-zero-to-hero
AWS zero to hero repo for devops engineers to learn AWS in 30 Days. This repo includes projects, presentations, interview questions and real time examples.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLM-Finetuning
LLM Finetuning with peft
Fabric-Readiness
A collection of useful materials for presenters interested in topics related to Microsoft Fabric
awesome-interview-questions
:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
MedLLMsPracticalGuide
A curated list of practical guide resources of Medical LLMs (Medical LLMs Tree, Tables, and Papers)
Learn_Machine_Learning_in_3_Months
This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube
hands-on-llms
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
hands-on-rl
Free course that takes you from zero to Reinforcement Learning PRO ๐ฆธ๐ปโ๐ฆธ๐ฝ
azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
Retrieval-Augmented-Generation-Engine-with-LangChain-and-Streamlit
Powerful web application that combines Streamlit, LangChain, and Pinecone to simplify document analysis. Powered by OpenAI's GPT-3, RAG enables dynamic, interactive document conversations, making it ideal for efficient document retrieval and summarization.
a_lazy_data_science_guide
A guide book on data science for busy and equally lazy Data Scientists ๐
StarCoderEx
Extension for using alternative GitHub Copilot (StarCoder API) in VSCode
Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
MLOps_Workshop
Azure MLOps
transformers
๐ค Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
Satellite-Imagery-Datasets-Containing-Ships
A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.
ResourceBank_CV_NLP_MLOPS_2022
This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.
nn-zero-to-hero
Neural Networks: Zero to Hero
programmers-introduction-to-mathematics
Code for A Programmer's Introduction to Mathematics
linear-algebra
Python code for the Linear Algebra course by Mike X Cohen
annotated_deep_learning_paper_implementations
๐งโ๐ซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
House-Price-Analysis-USA-
This report describes in a mutually exclusive and collectively exhaustive format all the factors that could influence residential home prices across the United States over the next 10 years.