Veenit Ankam's repositories
Awesome-LLMOps
An awesome & curated list of best LLMOps tools for developers
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
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.
Efficient-Python-for-Data-Scientists
Writing clean and optimized Python code
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 ๐ Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using ๐ง 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 ๐ณ Docker container using ๐ง 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
๐Leetcode solutions in Python ๐
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
๐ 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.
Andrew-NG-Notes_
This is Andrew NG Coursera Handwritten Notes.