Build High Performance Time Series Models using Auto ARIMA in Python and R
Introduction Picture this – You’ve been tasked with forecasting the price of the next iPhone and have been provided with historical data. This includes …
R
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chorrrds – A Superb R Package for Analyzing and Working with Music Data
Overview chorrrds is a R package that helps you extract, analyze, and organize music chords It’s easy to use, has plenty of examples to …
Do Not Miss RStudio’s Game Changing ‘Package Manager’ Tool!
Overview Package Manager is RStudio’s latest tool that reduces (or eliminates) security risks attached with downloading packages from CRAN You only need a single …
An Introductory Guide to Maximum Likelihood Estimation (with a case study in R)
Introduction Interpreting how a model works is one of the most basic yet critical aspects of data science. You build a model which is …
24 Ultimate Data Science Projects To Boost Your Knowledge and Skills (& can be accessed freely)
This article was originally published on October 26, 2016 and updated with new projects on 30th May, 2018. Introduction Data science projects offer you …
Generate Quick and Accurate Time Series Forecasts using Facebook’s Prophet (with Python & R codes)
Introduction Understanding time based patterns is critical for any business. Questions like how much inventory to maintain, how much footfall do you expect in …
Improve Your Model Performance using Cross Validation (in Python and R)
This article was originally published on November 18, 2015 and updated on April 30, 2018. Introduction One of the most interesting and challenging things …
R 3.5.0 has been Released! This is a Major Update You Should Not Miss
Overview The latest version of R is a major release! It comes with a ton of new features, including performance and speed improvements All …
‘Anomalize’ is a R Package that Makes Anomaly Detection in Time Series Extremely Simple and Scalable
Overview The ‘anomalize’ package makes it really easy and scalable to detect anomalies in your time series data It has three functions – time_decompose(), …
A Step-by-Step Guide to learn Advanced Tableau – for Data Science and Business Intelligence Professionals
Introduction See the data. Show the visual. Tell the story. Engage the audience. Tableau is one of the most popular Data Visualization tools used …
