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a-scalable-api-using-graphql-and-javascript

A scalable API for names and contests created using GraphQL and javascript for coding

algorithms

Algorithms for practice

audioclassificationsystem

An Audio Classification Project Using ML & DL on Urbansound8K Dataset (Kaggle): Sound Classification using Librosa, MFCC, CNN, Keras, XGBOOST, Random Forest.

automobile-mileage-prediction-

Automobile Mileage Prediction using Multiple Regression Models in Machine Learning (Scikit-learn Python Library)

beatbox-app-

A music app using Swing (Java)

chatapplication

A simple chat application using Java and various Java API libraries.

core_python

Exercises for learning basic python

corona-virus-covid-19-live-tracking-india

Developed an application for tracking Covid cases using python. Also performed Exploratory data analysis to understand more about the data coming in and deduced patterns. Used Papermill to schedule the automatic run of the jupyter notebook. The details on how to install and run papermill are mentioned in the Jupyter notebook itself.

covid-19-confirmed-death-and-recovered-case-predictions-for-us

COVID-19-Confirmed, Death and Recovered Case Predictions for US (As a part of Assignments in Data And Knowledge Management Course at University of Waterloo)

custom_object_detection

TensorFlow Object Detection

datastructures_and_algorithms

ds-projects

ds_challenge

Shopify DS Challenge

exam-score-predictor

Predicting exam scores for children using regression model on various attributes

face_recognition_app

Devised a Face Recognition App Using: 1. Flask Web Framework 2. Haarcascades xml files for facial features 3. CSS Stylesheet 4. OpenCV, Numpy, FaceRecognition, Render_template, Response, Url_for Modules from Python 5. Python language for coding

face_recognition_using_transferlearning_vgg16-resnet

Implemented Transfer Learning using State Of Art Models of CNN (Vgg16, Resnet)

fake-news-classifier

Implementing Fake news Classifier Using LSTM

fashion-mnist---cnn-implementation-and-optimization

Convolutional Neural Network Implementation and Optimization Using Keras_tuner in Google Colab

generative-ai-nlp-playground

Hands On Practice Code in addition to Generative AI YouTube Playlist for learners

heartdiseasedetectionusingknn

heart disease detection using K Nearest Neighbor (KNN) algorithm

hiring-dashboard-using-power-bi

Applications of People Analytics in Hiring and Recruiting Vendors' optimization

house_price_predictor

Steps Implemented: 79 initial features Technologies: Python, NLTK, Keras, Scikit-learn, pandas, Numpy Pre-processed the raw data, handled the missing values and applied feature engineering Used hyperparameter optimization techniques to find the optimum parameters Predicted Sale Prices to minimize the Cost function using Machine learning Regression models & Neural Networks Explored Linear regression with regularization methods (Ridge, LASSO etc.) & XgBoost Model using scikit-learn

housing_price_predictor

Kaggle dataset 'California Housing' Analysis - Machine Learning Predictor using Scikit-learn

image-classification

Image Classification Model Using Logistic Regression Model. Image data used is FashionMNIST.

image_classification_using_deeplearning

Image classification Model Using Vgg19 (Transfer Learning) and implementing it on Flask web framework

impact-of-covid-19-on-na-economy

Analysis of various factors to gauge the impact of COVID-19 on the North American Economy. Tools used: Tableau, SQL, REST API's and Secondary Research

kaggle-competition---titanic-challenge

Using Python libraries to predict Titanic survival rate

machine-language-translation-using-sequence-to-sequence-neural-networks-

Implementing English to French Language translation using Machine Learning

ml_algo_implementation

Machine Learning Algo Implementation Python for Interviews

online-class-attendance-app-using-face-recognition

Attendance App Based on Face Recognition Tools used - Flask Web Framework Haarcascades xml files for facial features CSS OpenCV, Numpy, FaceRecognition, Render_template, Response, Url_for Modules from Python Python language for coding