100-days-of-python

This repository consists of 100 Days of Code: The Complete Python Pro Bootcamp for 2022 on Udemy by Dr. Angela Yu

a-blog-website

A blog website created using Node.js + Express.js, EJS, MongoDB (mongoose) as backend and HTML, CSS, JS, Bootstrap as front-end and deployed on Heroku Server. Watch it live!

a-notes-keeper

A note keeper app where you can create important notes. This project is created to implement the concepts of React.js

a-secret-keeper

A web app to share your secrets anonymously. This Projects is created to implement the concepts of Authentication and Security like Register on the app with password, encryption, hashing password, salting, cookies and sessions, OAuth2.0 (open authentication) with third party.

advanced-house-price-prediction

This repository consists of a famous Kaggle Competetion Dataset for House Price Prediction in which I did Exploratory Data Analysis, Feature Engineering and Random Forest.

age-and-gender-recognition-using-opencv

This repository consists of Age and Gender Recognition based on pretrained Caffe Models with the help of OpenCV library.

air-pollution-during-lockdown-india

This repository consists of different operations over AQI dataset in order to find out the different changes in Air Pollution due to Lockdown in months February, March and April in major cities of India like Ahmedabad, Aizawl, Amaravati, Amritsar, Bengaluru, Bhopal, Brajrajnagar, Chandigarh, Chennai, Delhi, Ernakulam, Gurugram, Guwahati, Hyderabad, Jaipur, Jorapokhar, Kochi, Kolkata, Lucknow, Mumbai, Patna, Shillong, Talcher, Thiruvananthapuram and Visakhapatnam.

applied-data-science-with-python-specialization

The 5 courses in this University of Michigan specialization introduce learners to data science through the python programming language.

bigocheatsheet

blog-website-django

This repository consists of Python Django Project of Blog Website from Udemy Course Python Django - The Practical Guide

breast-cancer-classification

In this problem we have to use 30 different columns and we have to predict the Stage of Breast Cancer M (Malignant) and B (Bengin). This analysis has been done using Basic Machine Learning Algorithm with detailed explanation. The data we will use for this example is the Wisconsin Breast Cancer dataset, which is download from Kaggle. https://www.kaggle.com/uciml/breast-cancer-wisconsin-data

chatbot-widget

classifying-the-movie-review-with-dl

This repository consists of a classification of movie review ie., positive or negative with Deep Learning model. The dataset used is the IMDB dataset. This is a binary classification example.

complete-react-developer

This repository consists of code snippets from Zero To Mastery's Course - Complete React Developer in 2022 (w/ Redux, Hooks, GraphQL).

coursera-machine-learning-stanford

This is my solution to all the programming assignments and quizzes of Machine-Learning (Coursera) taught by Andrew Ng.

crawn-clothing

This is a clothing e-commerce app made with react.

css-website

My Personal Website

customer-segmentation

This repository contains the project of Customer Segmentation which is an Unsupervised Learning problem. We have to decide wether it is a Retailer or Hotel/Restaurant/Cafe. The dataset taken is from UCI Machine Learning Repository.

datadriven-gpvad

The codebase for Data-driven general-purpose voice activity detection.

deep-learning-specialization

In five courses, you will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects. You will learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and more. You will work on case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing. You will master not only the theory, but also see how it is applied in industry. You will practice all these ideas in Python and in TensorFlow, which we will teach.

deeplearning.ai-tensorflow-developer

A specialization by deeplearning.ai on Coursera.

face-expression-recognizer

This repository consists of a Computer Vision Project in which we have trained an EfficientNetB2 model on face expression image dataset with seven classes. We saved the best weights and model from the training and used it to predict face expression on real-time video capturing.

face-recognition-using-opencv

This repository consists of Face Recognition using OpenCV in Python in which the model can recognize the face from image and realtime via webcam.

face-recognition-using-pca

First I created a simple python script using which I generated a dataset in .csv format from .npy files. And using this dataset I built a machine learning model for Face Recognition using PCA.

fake-news-detection

This python project of detecting fake news deals with fake and real news. Using sklearn, we build a TfidfVectorizer on our dataset. Then, we initialize a PassiveAggressive Classifier and fit the model. In the end, the accuracy score and the confusion matrix tell us how well our model fares.

fastapi-tutorial

fruit-identification-system

This repository consists of a Object Detection Project for Multiclass Classification using Deep Learning approach. We trained three models ResNet50, InceptionV3 and EfficientNetB3 on the dataset consisting of approx. 90,000 images having 131 class (fruits and vegetables) to be classified.

heat-transfer

A Machine Learning project based on Heat Transfer concept of Mechanical Engineering. By using different features such as inner diameter, outer diameter, length, orientation and heat supplied to pipe we predicted a resistance offered in the pipe for the manufacturing purpose.

house-party-dev

html-website