Oprishri

Supply-Chain-Analytics-Project

Demand forecasting of items using three step machine learning model. Clustering - Classification - Prediction

Machine-Learning-Algorithms

To know internal working of machine learning algorithms, I have implemented types of regression through scratch.

Recommendation-system-based-on-Nonnegative-Matrix-Factorization

To recommend the movies that user might want to watch by using collaborative filtering system.

Predicting-the-Price-of-Bitcoin-Using-Deep-Learning.

Data-mining-algorithms

Data mining core algorithms implementation through scratch, such as clustering and association rule mining.

A-spark-based-big-data-analysis-framework-for-real-time-sentiment-prediction-on-streaming-data

Art-gallery-project-DBMS-

Bioinformatics-algorithms-

Needleman and wunch algorithm

Computer-Vision

Some online competition of image classification using resnet on emergency vehicle classification, using cnn for car classification and a small task of masking for black background images using RCNN approach.

Dimensionality-reduction

Kaggle-competitions

Longest-common-subsequence

Page-rank

statistical-analysis-of-university-data

Stock-market-movement-by-analying-tweets

Hadoop

Here is some hands on hadoop practical assignment, on single node hadoop cluster.

Oprishri

Data-Structure-Sorting-Techniques

Face-Fecognition

Face recognition using face recognition library, the concept which was using before deep learning comes into picture.

market_risk_gan_keras

Using Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using Keras and TensorFlow.

Employee-attrition

Predict the employee attrition for an Insurance Company

h1b-analysis

Big Data Analysis on H1B using Hive and Hadoop Map Reduce