Beginners Guide to Regression Analysis and Plot Interpretations
This tutorial was written by Manish Saraswat. Introduction “The road to machine learning starts with Regression. Are you ready?” If you are aspiring to beco...
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An Introduction to Clustering and different methods of clustering
This article was posted by Saurav Kaushik. Saurav is a Data Science enthusiast, currently in the final year of his graduation at MAIT, New Delhi. He loves to use machine...
An overview of gradient descent optimization algorithms
This article was written by Sebastian Ruder. Sebastian is a PhD student in Natural Language Processing and a research scientist at AYLIEN. He blogs about Machine Learnin...
Fake VIPs and CRM management
One of the issues I keep running into when dealing with CRM and retention is that of the fake VIPs. What is a VIP? Depending on the vertical VIPs have different names: wh...
Free Ebook: Your Guide to Becoming a Data Scientist
‘Data science is the sexiest job of the 21st century’ This quote first appeared in the October 2012 issue of the Harvard Business Review. About 4 years later, it stil...
Why Do Television Companies Need a Digital Transformation
Over just a few years, the world of television production, distribution, and consumption has changed dramatically. In the past, with only a few channels to choose from, v...
How to Start Learning Deep Learning
This post was written by Ofir Press. Ofir is a graduate student at Tel-Aviv University’s Deep Learning Lab. His main focus is on using deep learning for natural languag...
Precision vs significance / accuracy vs precision / bias vs variance
This image was created by Kirk Borne: DSC Resources Career: Training | Books | Cheat Sheet | Apprenticeship | Certification | Salary Surveys | Jobs Knowledge...
Book: Efficient R Programming
This is the online version of the O’Reilly book: Efficient R programming. To build the book: Install the latest version of R If you are using RStudio, make sure th...
Associative Data Modeling Demystified – Part1
Relation, Relationship and Association While most players in the IT sector adopted Graph or Document databases and Hadoop based solutions, Hadoop is an enabler of HBase c...