Knowledge Base

RAG, AI Agents and Gen AI with Python and Open AI Rust - An Overview

Docker - Intermediate Level

Containerization concepts, deployment practices, and practical examples.

Docker Containerization Deployment

PyMongo

Notes and implementations for using PyMongo with MongoDB in web development.

MongoDB Plugins Web Dev

AWS - Cloud Computing

Comprehensive notes covering core AWS cloud computing services and concepts.

AWS Cloud EC2

Computer Vision Basics and Implementation

Fundamentals of computer vision with practical implementations using OpenCV.

Computer Vision OpenCV Images

Deep Learning using TensorFlow

Notes on deep learning concepts and neural network implementations using TensorFlow.

Neural Networks TensorFlow MLops

Machine Learning Algorithms

Comprehensive notes on machine learning algorithms with implementations using Scikit-learn.

ML Algorithms Scikit-learn

NLP - Natural Language Processing

Notes on natural language processing techniques with hands-on implementations for text handling.

Text Handling NER Gensim Vectorization

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