indrapaul824/FSDL-21-Codes-and-Lab

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Created over 3 years ago
Updated about 3 years ago

indrapaul824/FSDL-21-Codes-and-Lab

indrapaul824

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Coronary-Heart-Disease-Prediction

This contains the Jupyter Notebook and the Dataset for the mentioned Classification Predictive Modeling Project

Jupyter Notebook

skin-cancer-detector

A Web Application that uses Computer Vision and Deep Learning to identify the three highest probability diagnoses for a skin lesion image input by the User.

Jupyter Notebook

BioProfiler

A very simple Java project for generating custom Profile Bio for different Social Media platforms.

VORTEX

A Deep Learning based Tropical Cyclone Intensity Estimator featuring the INSAT-3D Infrared Image Data over the Indian subcontinent.

Jupyter Notebook

Automatic-Review-Analyzer

Implemented and compared three types of linear classifiers to use for sentiment analysis of Amazon product reviews.

Jupyter Notebook

indrapaul824

It is my repo containing Profile README.md, which appears on my public GitHub profile!

Binary-Classification-Web-App

A web app for visualizing Binary Classification Results using Streamlit module in Python deployed on Heroku.

COVID-19-India-Viz

This dashboard is an effort to analyze the cumulative data of confirmed, deaths, recovered, and active cases of COVID19 for India over time and state-wise.

Manual-Parameter-Tuner

A web app for beginners in Machine Learning and Data Science to fiddle with different parameters of various ML algorithms on the Framingham Heart Disease dataset.

Face-Detection-using-OpenCV-in-Python

This is the repository to introduce the concept of object detection in Python using the OpenCV library and how it can be utilized to perform tasks like Facial detection.

fastapi-starter-webapp

Sem-4-Project-Smart-In-Meeting-Emoji-Reactor

Jupyter Notebook

5G-Network-Slicing

Jupyter Notebook

DSA-Java

A repo that contains all the source code I made and used while learning Data Structures and Algorithms using Java from various sources.

MNIST-Digit-Recognition

Implemented various Machine Learning and Deep Learning Algorithms on the famous digit recognition problem using the MNIST (Mixed National Institute of Standards and Technology) database.

Deep-Learning-with-TensorFlow

This repo contains all the notebooks I made and used while studying Deep Learning with TensorFlow 2. I have also built a webpage in an attempt to deploy all the ready-to-serve models to it for Users to try them out using the data of their choice.

Jupyter Notebook

interactive_data_analyser

An R Shiny Application that let's users get inference from the data by the auto-generated visualizations and control, train and evaluate different ML models on the selected data.

DockerTutorial

ML-from-Scratch---CodingBlocks

Jupyter Notebook

E2E-ML-Project-Template

Sample-Websites

Keras-Flask-React-App

SDE-Sheet

Web-Scraper-using-Ruby

NLP-with-Python

Jupyter Notebook

heroku-test

Deep-Neural-Networks-for-image-classification

Jupyter Notebook

face-recognition-based-attendance-system

Jupyter Notebook

Bank-Note-Authenticator-with-Docker-and-Flask

A simple project to implement a Predictive Model as a Web App with the help of Flask, Flasgger, and Docker on Python.

AI-and-Machine-Learning-with-Python

Created by Indrashis Paul

Jupyter Notebook

TF-DecisionForest

This repo contains my code files I made for learning and using TensorFlow Decision Forest

Jupyter Notebook

PyTorch-Tutorial

Jupyter Notebook

Complete-Deep-Learning-with-PyTorch

Jupyter Notebook

Coursera-Web-Dev

Coursera Web development course repository

Python-Basic-GUI-projects

This repository contains three basic GUI projects using PyQt5 and Python

Jupyter Notebook

ANZ-Virtual-Experience

Jupyter Notebook

DataAnalysis-CLI

mlops_tutorial2

mlops_tutorial1

Course-LabWorks

Repo containing all the Lab Assignments of some courses throughout my Integrated-PG Course at VIT-B

Object-Detection-tfjs-react

An object detection project using react with typescript and Tensorflow.js

Object-Detection-COCO-SSD

Machine-Learning-Algorithms

Base NumPy implementations of machine learning models and algorithms from scratch. Aims to cover everything from linear regression to deep learning.

Jupyter Notebook

Python-API-Dev

Repository for API development in Python using FastAPI, PostgreSQL, SQLAlchemy, Alembic, Docker, and Pytest. It also includes deployment using Cloud Ubuntu VMs and Heroku and building CI/CD pipelines using GitHub Actions.

Sem-3-Project-TMDb-Movie-Analysis-and-Modeling

A Preprocessing, Analytical and Modeling Case Study using Supervised ML Models

Jupyter Notebook

aws-serverless-web-app