fraud-detection

Credit card fraud detection machine learning project source code and presentation.

generate-images-using-gans

Generative Adversarial Networks implementation using deep learning.

global-and-local-attention-with-positional-encoding-for-video-summarization

A PyTorch Implementation of PGL-SUM from "Combining Global and Local Attention with Positional Encoding for Video Summarization" (IEEE ISM 2021)

hands-on-apache-spark

Writing dummy snippets of code to read, manipulate, and build a simple ML model with PySpark.

hands-on-langchain-and-streamlit

Interactive conversational chatbot capable of providing responses to various casual inquiries, utilizing LangChain and presenting it through a user-friendly interface powered by Streamlit.

human-detection-counting

image-caption-generator

image-colorization-system

Automatic grayscale image colorization using deep learning.

leetcode

Collection of Problem Solving Questions (Python - SQL) from LeetCode

llm-applications

A comprehensive guide to building RAG-based LLM applications for production.

magnetic-tile-surface-defects

Build a segmentation model to detect magnetic tile surface defects using fastai.

market-basket-analysis

Market basket analysis to look for combinations of items that occur together frequently in transactions using apriori algorithm and association rules

mlops-pipelines-using-mlflow-and-dvc

End to end Image Classification Project Implementation using MLOps Tools MLflow & DVC with CI/CD Deployment.

movieapp

movies-recommendation-engine

A content-based recommender system built using flask application that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user.

neural-network-from-scratch

Implementation of neural networks with a variety of layers (Fully Connected, Activation, etc.) from scratch

optical-character-recognition

parkinson-disease-detection

plagiarism-checker

A simple python application for checking plagiarism between documents using cosine similarity.

pneumonia-detection

question-answering-system

The Question Answering System is a tool designed to provide answers to user queries based on uploaded text documents and user input questions. It utilizes a pre-trained question-answering model and can also retrieve answers from a database based on similar questions.

real-time-face-mask-detection

real-time-social-distancing-detector

recommender-system-tutorial

A step-by-step tutorial on developing a practical recommendation system (retrieval and ranking) using TensorFlow Recommenders and Keras.

resumebuilder

room-booking-chatbot

Intelligent booking chat interface can answer your related queries on rooms, booking, requests and hotels.

sales-rfm-analysis-with-sql

A project using SQL that centers around implementing the RFM analysis model to extract valuable insights from a sales dataset.

semantic-segmentation

SegNet and U-Net implementation from scratch using TensorFlow

skin-legions-detection

A flutter application for detecting skin cancer using deep learning.

spam-classifier-on-heroku

Implementation and deployment of spam classifier on heroku.