babritb's Projects
Install Jenkins, configure Docker as slave, set up cicd, deploy applications to k8s using Argo CD in GitOps way.
Examples for using Amazon SageMaker Operators for Kubernetes
Tutorial for langchain LLM library
Learn OpenCV : C++ and Python Examples
Simple Python Project using OpenCV to detect and read License Plate
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Learn ML engineering for free in 4 months!
A collection of machine learning examples and tutorials.
MERN exercise tracker - code for tutorial
A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
ML practices
Practical guide to build end-to-end machine learning pipeline and deploy your model in production,
MLOps for deploying a Credit Risk model
Free MLOps course from DataTalks.Club
Motion Detection using Python and OpenCV
Designed a movie recommendation system using content-based, collaborative filtering based, SVD and popularity based approach.
Neural Networks
Simple Node.js application with unit tests to show how to automate tests and deploy using Harness CI/CD!
Object Detection in Video using tensor flow and saved Keras Model
Exercises for the learnings from the training class. Task by task sections have been separated.