ai-predictivemaintenance

amss

amss-1

Learn Bayesian Regression on simulated dataset

bigdatarstrata2017

All material for "Modeling big data with R, sparklyr, and Apache Spark" Strata Hadoop 2017.

causal-ml-reading

A curated list of references on causal ML

causal_demon

causalvae

cortana-intelligence-price-optimization

Retail industry solutions for product price optimization using the Cortana Intelligence Suite with end-to-end walkthrough

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

credit-score

data from the kaggle 'give me some credit" competition

customer_anylatics

Customer Segmentation, RFM analysis and price elasticity

data-analysis

Data Science Using Python

datasciencer

common data analysis tasks using R

demo_sparkr

Slides and Demo Script for SparkRSQL Presentation

distribution-zoo

App to view distribution properties and access dynamic code in R, Python, Matlab, Mathematica, Julia and Stan

dl-colab-notebooks

Try out deep learning models online on Google Colab

example-models

Example models for Stan

gertrude

A Multilayer and Multivariate Experiment Framework for the JVM

h2o-3

Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles...)

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

hdnom

Benchmarking and Visualization Toolkit for Penalized Cox Models

learning-rspark

machine-learning-in-r

This repository contains my ML scripts in R

markov-chain

R based marketing attribution and basic budget optimization using Markov Chains

mlpb

Machine Learning Problem Bible | Problem Set Here >>

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

pydata-london-2019

Tutorials and talks held from PyData London 2019

spark-course

sqlserver

survival

survival modeling in applied contexts