All my experiments with AI and ML

A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.

A notebook tutorial series for performing predictive maintenance using machine learning

Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy

This project provides code examples for SAP HANA Predictive and Machine Learning scenarios and is educational content. It covers simple Predictive Analysis Library SQL examples as well as complete SAP HANA design-time “ML scenario”-application content or HANA-ML Python Notebook examples.

User Defined Functions for multi-component thermodynamic calculations of the Predictive Peng-Robinson 1978 Equation of State. Clean VBA functions - no UI changes and no pop up messages. Errors are reported in cell comments. Import Math.bas, ModArraySupport.bas and ChemE_Functions.bas into PData.xlsx and save as xlsm or simply download PData.xlsm.

Simple ML project that links TensorFlow and Android

Predictive Maintenance for Vehicle Fleets

Ratio-of-Uniforms Sampling for Bayesian Extreme Value Analysis

Predictive Keyboard on Thai Language

Predictive marker discovery for groups; binary data, genomic data (single nucleotide variants), arbitrary character data.

A T9 typing system written in C11

Analytical tool to help the company decide whether the employee will stay or not

In this project, I used the Fuzzy python library for implementing common phonetic algorithms quickly. Typically this is in string similarity exercises, but they’re pretty versatile. In this project, I used the Python package Fuzzy to find out the genders of authors that have appeared in the New York Times Best Seller list for Children's Picture books.

Predictive maintenance using Deep Learning

GUI tools for creating powershell scripts without knowing powershell

Tutorial for Predictive Maintenance using Deep Learning

A T9 typing system written in C++17

Model Predictive Controller Project

A shiny app for easy computing of predicted valuess for maximal voluntary isokinetic and isometric voluntary strength in major muscle groups.

Modeling and Prediction for Movies

Python, Pyspark R Code High Performance class exercise

Air Quality Index Predict the weather is good or bad

Validation with graphical comparison of the RFM model vs RFMTC model (with optimal parameters from the paper) vs RFMTC model (with optimal parameters after having searched for best optimal parameters based on 3 optimization methods)

1st place @ Predictive Analytics Hackathon, Hannover, 11.11.2017

Empirical Mode Decomposition applied to cryptocurrency to optimize winnings