Chandni Mandaviya's repositories
Genotype-Data-Predictive-Classifier-Model
Performed feature selection using F-score method to filter out the important features in order to optimize the performance of Linear SVM machine learning model. The accuracy achieved was above 63%.
AWS-Image-Rekognition-Pipeline
Built an image recognition pipeline using AWS JAVA SDK. AWS services used were AWS S3, AWS EC2, AWS SQS, AWS Object detection and AWS Object Rekognition.
Data-Collection-using-R
Performed data collection using R programming language by scrapping and crawling the require fields from a given website for any year user wants the data for. The data scrapped is stored in the text file as per the requirement.
IBM-Data-Science-Cousera-Capstone
IBM Applied Data Science Capstone Project
Classify-images-with-convolutional-neural-networks
Using kaggle datasets
Data-Cleaning-using-SQL
Nashville housing Data Cleaning using SQL
Wine-Prediction-Prediction-Model-On-AWS-EMR
Implemented random forest machine learning algorithm using pyspark on AWS EMR to classify the wines. The model is then deployed in docker container.
Movie-Data-Exploration-using-Python
Kaggle Movie Data Exploration
Prediction-of-lung-cancer-using-CNN
Prediction of lung cancer using CNN
Single-layer-neural-network-with-sigmoid-activation
A python program for an single layer neural network with sigmoid activation function without using any libraries specific to deep learning. The program uses the mathematical formulas to compute the weight of the layer at each iteration.
space-jam-a-new-legacy-app
Cloud Skills Challenge - Space Jam Challenge