Implementing a Neural Network from Scratch in Python – An Introduction
This article was written by Denny Britz. In this post we will implement a simple 3-layer neural network from scratch. We won’t derive all the math that’s required, bu...
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Recommender Engine – Under The Hood
Many of us are bombarded with various recommendations in our day to day life, be it on e-commerce sites or social media sites. Some of the recommendations look relevant b...
J.P. Morgan's Comprehensive Guide on Machine Learning
At 280 pages, the report is too long to cover in detail, but we’ve pulled out the most salient points for you below. Main Points Banks will need to hire excellent data ...
An Economic Perspective on Fraud Analytics: Calculating ROI of Fraud Detection Systems
By Bart Baesens, Véronique Van Vlasselaer and Wouter Verbeke The importance and need for effective fraud detection and prevention systems is highlighted by some recent n...
Decoding Machine Learning Methods
Machine Learning, thinking systems, expert systems, knowledge engineering, decision systems, neural networks – all synonymous loosely woven words in the evolving fa...
Deep Learning And The Information Bottleneck
This article was written by Ray of RayOnStorage Blog. Original title: Compressing information through the information bottleneck during deep learning. Read an article i...
Chatbot Best Practices – Making Sure Your Bot Plays Well With Users
Summary: This is the third in our series on chatbots. In this installment we’ll look at the best practice dos and don’ts as described by a number of successful ch...
Achieving Analytics Sophistications
In today’s world, a successful organization has to achieve data and analytics competencies to stay competitive and relevant. By leveraging detailed relevant data at ...
High Precision Computing: Benchmark, Examples, and Tutorial
In some applications, using the standard precision in your programming language of choice, may not be enough, and can lead to disastrous errors. In some cases, you work w...
Machine Learning Glossary by Google
This is Google’s dictionary on machine learning. Very interesting, with more than 100 entries, but clearly biased towards what Google thinks machine learning is. Th...