Projects for Finance Market Data Analysis

Exploring the Efficient Frontier for Constructing a investment portfolio with best return and acceptable risks based on Markowitz Portfolio Theory using Python 3

A simple Python scripts for Option Pricing Modeling based on The Black Scholes Formula using Python 3

Time series Data Analysis for Stock Price predictions Based on Monte Carlo Simulations using Python 3

Spark Big data practice with Hadoop on AWS

Deep Learning for humans

Model building and Optimization with Pytorch and Python

Build Machine Learning Models for Loan Default Prediction using different algorithms including Decision Tree, K Nearest Neighbor,Support Vector Machine, Logistic Regression. And then evaluate the d…

Use Keras to design Neural Network Models with same dataset but different parameters to explore the best models

Created and trained a VAE model using MNIST dataset

Mini projects built with HTML5, CSS & JavaScript. No frameworks or libraries

Train and Deploy New Born Baby weight Machine Learning Model on GCP using BigTable and GCP ML Engine

It's cretical to get an optimized model training and testing enviroment to boost model performance technically as well as economically

End to end MLRun demos

Apache Beam Data Pipeline Building for Data processing at Scale

A repository for storing personal study records

A Python Web-Scraper can collect and send desirable job posting information fast and automatically to boost the opportunity of getting the job

a deep learning neural network for cat images detection

A model for customer churn prediction

A research for customer retention prediction using different algorithm in R

Association Rules for Market Basket Analysis using R

draw simple graphs using bokeh library

Cluster analysis using the dataset of mtcars in R

Building a in database prediction model to leverage SQL Server 2016 as a Scoring Engine to predict "bad" loans

A simple function to compute Co-variance matrix

Life_is_short_Coding_is_Fun

Simple codes for drawing commonly used analytical graphs in Data Science

Python Mapper and Reducer Codes

A Movie Recommendation System using Lightfm library