Source Code Automated Refactoring Toolkit

🚀 Optimizing the Elliott Wave Theory using genetic algorithms to forecast the financial markets.

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

Benchmark results repository service

Test/benchmark regression and comparison system with dashboard

A Linear Regression model to predict the car prices for the U.S market to help a new entrant understand important pricing variables in the U.S automobile industry. A highly comprehensive analysis with detailed explanation of all steps; data cleaning, exploration, visualization, feature selection, model building, evaluation & MLR assumptions vali…

Java·Applied·Geodesy·3D - Least-Squares Adjustment Software for Geodetic Sciences

Basic statistical modelling examples.

Implementing a Gaussian Process regression model from scratch

Football player rating analysis and position recommendation

Bellabeat Case Study - Google Data Analytics Capstone

Predicting the stock market opening values using Deep learning's Model Recurrent Neural Networks which is a very powerful model.

Understand the relationships between various features in relation with the sale price of a house using exploratory data analysis and statistical analysis. Applied ML algorithms such as Multiple Linear Regression, Ridge Regression and Lasso Regression in combination with cross validation. Performed parameter tuning, compared the test scores and s…

ALGORITHM TRADING AND STOCK PREDICTION USING MACHINE LEARNING

Predicting the age of abalone using multiple regression in R

My Code Repository for Coursera Data Science Specialization by John Hopkins University

Using Machine Learning Algorithms for Regression Analysis to predict the sales pattern and Using Data Analysis and Data Visualizations to Support it.

Visual regression testing made easy. Automating the boring stuff

A Software to interactively edit data in a graphical manner

Linear Regression Analysis on Wine data - Pre-processing data, Exploratory Data Analysis, Building a model, Check assumptions, Goodness of fit and Compare with different methods.