vineet79ankam

Awesome-LLMOps

An awesome & curated list of best LLMOps tools for developers

hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

production-ml

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-mlops

A curated list of references for MLOps

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Machine-Learning-Engineering-with-Python-Second-Edition

Efficient-Python-for-Data-Scientists

Writing clean and optimized Python code

git_demo

mlops

ml_dl_projects

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

aws-deep-learning-containers

AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

aws-eks-best-practices

A best practices guide for day 2 operations, including operational excellence, security, reliability, performance efficiency, and cost optimization.

aws-sdk-pandas

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

sagemaker-pytorch-inference-toolkit

Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.

aws-lambda-builders

Python library to compile, build & package AWS Lambda functions for several runtimes & framework

sagemaker-training-toolkit

Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

elastic-load-balancing-tools

AWS Elastic Load Balancing Tools

amazon-ecs-agent

Amazon Elastic Container Service Agent

aws-k8s-tester

AWS Kubernetes tester, kubetest2 deployer implementation

Leetcode_python

🎓Leetcode solutions in Python 📚

500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

TensorFlow_Extended

This is TFX

ML-Course-Notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

ML-Notebooks

:fire: A series of code examples for all sorts of machine learning tasks and applications.

Python_Computer_Vision_from_Scratch

This repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.

MachineHack

Andrew-NG-Notes_

This is Andrew NG Coursera Handwritten Notes.