Time Series Analysis of Energy consumption pattern using XGBoost and other Machine Learning models

Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and…

Forecasting Electricity Prices and Sales in the United States

Coursera Courses on Data Analytics and Business Intelligence along with Lecture Slides, Quizzes and Assignments.

Materials for ETC3250 at Monash University (new and updated materials at numbats/iml)

Course material for Business Analytics Toolbox - BA775

R package to download World Bank data

On unified framework for discrete-time grey models: extension and applications

INDperform is an R package for evaluating ecological state indicators and assessing the ecological status based on a suite of indicators.

Modeling and forecasting time series using deep learning