Book: Python For Dummies
Python is one of the most powerful, easy-to-read programming languages around, but it does have its limitations. This general purpose, high-level language that can be ext...
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Book: Introduction to Statistics
Authored by Henry Gersh, with Habiba Emadi. Data analysis will be invaluable to any student that is considering studying Statistics at University, College or High Schoo...
DSC Webinar Series: Deep Learning – From Basic Principles through Training Models for Deployment into Production
What are neural networks, but more important, how are they trained in practice? How can data scientists design an optimal neural network when a single training run can ta...
17 Great Blogs Posted in the last 12 Months
This is part of a new series of articles: once or twice a month, we post previous articles that were very popular when first published. These articles are at least 6 mont...
RNNoise: Learning Noise Suppression with Deep Learning
This article was written by Jean-Marc Valin. This demo presents the RNNoise project, showing how deep learning can be applied to noise suppression. The main idea is to co...
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...
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...