A Simple Introduction to Complex Stochastic Processes – Part 2
In my first article on this topic (see here) I introduced some of the complex stochastic processes used by Wall Street data scientists, using a simple approach that can ...
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A Simple Introduction to Complex Stochastic Processes – Part 2
In my first article on this topic (see here) I introduced some of the complex stochastic processes used by Wall Street data scientists, using a simple approach that can b...
18 Great Articles About Predictive Analytics
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, ...
Is it still possible today to become a self-taught data scientist?
If you are an engineer working for a company like Boeing, have processed and leveraged data extensively over years of professional experience, used data science tools and...
Machine Learning is Fun
This article was written by Adam Geitgey. Adam is interested in computers and machine learning. He likes to write about it. This guide is for anyone who is curious abou...
Digital Twins: Machine Learning & AI
Summary: Digital Twins is a concept based in IoT but requiring the skills of machine learning and potentially AI. It’s not completely new but it is integral to Gart...
Advanced Analytics Platforms – Big Changes in the Leaderboard
Summary: The Magic Quadrant for Advanced Analytic and ML Platforms is just out and there are some big changes in the leaderboard. Not only are there some surprising up...
Free Guide: Interpretable Machine Learning
A Guide for Making Black Box Models Explainable, by Christoph Molnar. Preface Machine learning has a huge potential to improve products, processes and research. But machi...
Large Collection of Neural Nets, Numpy, Pandas, Matplotlib, Scikit and ML Cheat Sheets
This collection covers much more than the topics listed in the title. It also features Azure, Python, Tensorflow, data visualization, and many other cheat sheets. Additio...
Which Programming Language to Choose?
Great infographics on how to choose the right language for you to learn. Originally posted here. See also this one below, originally posted here (click on picture for bet...