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… Read More »Free Guide: Interpretable Machine Learning
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.… Read More »Large Collection of Neural Nets, Numpy, Pandas, Matplotlib, Scikit and ML Cheat Sheets
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… Read More »Which Programming Language to Choose?
Data science is an inter-disciplinary field which contains methods and techniques from fields like statistics, machine learning, Bayesian etc. They all aim to generate specific… Read More »List of Must – Read Free Data Science Books
Here is a list of potential projects to help you complete your master in data science or in a related field. Project #8: Detecting fake… Read More »Sample Projects for Data Scientists in Training
In general, any expression of performance that applies to a department can, if the data system is configured properly, be stated in relation to individual… Read More »When Aggregates Fail
Data analytics is a red-hot field in terms of growth and popularity, but there’s a relatively new segment of the field that’s starting to catch… Read More »5 Best Practices for Email Data Analysis
It seems that much of the data analysis work I’ve done over the last few months has followed a “script”. First, identify data, often government-sponsored… Read More »A Common Data Analysis Pattern with a Simple Solution in R
Today, enterprises recognize the critical value of advanced analytics within the organization and they are implementing data democratization initiatives. As these initiatives evolve, new roles… Read More »What is an Analytics Translator and Why is the Role Important to Your Organization?
Build real-world Artificial Intelligence applications with Python to intelligently interact with the world around you. About This Book Step into the amazing world of intelligent… Read More »Book: Artificial Intelligence with Python
