Stars
This open-source curriculum is designed to teach the concepts and fundamentals of the Model Context Protocol (MCP), with practical examples in .NET, Java, TypeScript, JavaScript and Python.
Projects & Resources to help you become a better AI Developer.
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base.
Code and Slides
Repository containing a collection of AWS projects and solutions, showcasing various cloud implementations using terraform
Hourly Electricity Demand Prediction Service
The 2024 consolidation of AI use case inventories across U.S Federal agencies.
๐ค ๐๐ฒ๐ฎ๐ฟ๐ป for ๐ณ๐ฟ๐ฒ๐ฒ how to ๐ฏ๐๐ถ๐น๐ฑ an end-to-end ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป-๐ฟ๐ฒ๐ฎ๐ฑ๐ ๐๐๐ & ๐ฅ๐๐ ๐๐๐๐๐ฒ๐บ using ๐๐๐ ๐ข๐ฝ๐ best practices: ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 12 ๐ฉ๐ข๐ฏ๐ฅ๐ด-๐ฐ๐ฏ ๐ญ๐ฆ๐ด๐ด๐ฐ๐ฏ๐ด
21 Lessons, Get Started Building with Generative AI ๐ https://microsoft.github.io/generative-ai-for-beginners/
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Databricks framework to validate Data Quality of pySpark DataFrames
Data Engineering Zoomcamp is a free nine-week course that covers the fundamentals of data engineering.
โ๏ธ๐ฆ Build portable, modular & lightweight Fullstack Agents
Project bike sharing predictor
This is a public repository to go over all the LLM-driven data engineering concepts.
Official inference framework for 1-bit LLMs
Start building and deploying Python packages and Docker images for MLOps tasks.
Engineer streaming processing data pipeline on Azure with the main purpose to ingest and process tweets and satellite images data from Hurricane Harvey natural disaster, and serve Power BI.
Analysent / typesense
Forked from typesense/typesenseOpen Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch โก ๐ โจ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
A resource to help you become good at system design.
We write your reusable computer vision tools. ๐
Analysent / llm-course
Forked from mlabonne/llm-courseCourse to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Course Files for AWS Certified Solutions Architect Certification Course (SAAC02) - Adrian Cantrill
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
๐ ๐ง๐ต๐ฒ ๐๐๐น๐น ๐ฆ๐๐ฎ๐ฐ๐ธ ๐ณ-๐ฆ๐๐ฒ๐ฝ๐ ๐ ๐๐ข๐ฝ๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ | ๐๐ฒ๐ฎ๐ฟ๐ป ๐ ๐๐ & ๐ ๐๐ข๐ฝ๐ for free by designing, building and deploying an end-to-end ML batch system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + 2.5 ๐ฉ๐ฐ๐ถ๐ณ๐ด ๐ฐ๐ง ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ & ๐ท๐ช๐ฅ๐ฆ๐ฐ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
Examples of python neural net and ML stock prediction methods with sample stock data.
๐งฌ Training the car to do self-parking using a genetic algorithm