Precision vs significance / accuracy vs precision / bias vs variance
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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...
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...
How to evaluate Data Science models ?
In today’s Digital age, insights received from data science are extremely important to deliver the best customer experience. Data Scientists use various techniques...
Linear Regression in Tensorflow
Tensorflow is an open source machine learning (ML) library from Google. It has particularly became popular because of the support for Deep Learning. Apart from that it...
8 Deep Data Science Articles
Deep data science is a branch of data science that has little if any overlap with closely related fields such as machine learning, computer science, operations research,...
Mary Meeker, Analytics, and the Future of the Internet
Summary: In this review of Mary Meeker’s annual Internet Trends report for 2016 we’ll look for the advanced analytics that makes these trends possible. It’s that...
Kcore Data Science Influencers: Top 10
Kcore Analytics is a website that developed an end-to-end framework to find the Influencers in complex social networks like Twitter. The big innovation in their approach...
Logistic Regression and Maximum Entropy explained with examples and code
Logistic Regression is one of the most powerful classification methods within machine learning and can be used for a wide variety of tasks. Think of pre-policing or pr...