Analytics in Telecom
Telecommunications is complex business. As users we are mostly faced with one question- how to get the best deal out of the many telecom players in the market? But as an ...
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Exclusive Material for our DSC Members
This is one of the many benefits of being a DSC member. As a member, you have full access to the following documents: Detailed data set for our article 400 Categorized J...
Ahem Detector with Deep Learning
Guest blog by Francesco Gadaleta. Francesco is Data Scientist at Janssen Pharmaceutical Companies of Johnson & Johnson and a Science writer. He is committed to “...
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...
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...
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...
Interview with Flowcast CTO: AI / Machine Learning in Fintech
Flowcast’s Co-founder and CTO, Winnie Cheng was recently interviewed by Sandhya Krishanmurthy, COO of the FinTech School, for the latter’s FinTech Core 101 course. Th...