When Does Deep Learning Work Better Than SVMs or Random Forests?
Guest blog by Sebastian Raschka, originally posted here. If we tackle a supervised learning problem, my advice is to start with the simplest hypothesis space first. I....
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Learning R in Seven Simple Steps
Guest blog post by Martijn Theuwissen, co-founder at DataCamp. Other R resources can be found here, and R Source code for various problems can be found here. A data sc...
12 Python Resources for Data Science
About 8,300 articles related to Python have been posted on Data Science Central, according to Google. Below is a small sample — the 12 most useful and popular artic...
20 Data Science and Mathematical Challenges
I invite you to solve these challenges yourself before reading the solutions (for some of these problems) or hints to help you tackle these problems. Interesting Recursiv...
Answers to dozens of data science job interview questions
We just started in this article to provide answers to one of the largest collection of data science job interview questions ever published, and we will continue to add an...
Talent Analytics…Does Maturity Really Matter?
This article was written by Sara Roberts. As Co-Founder and Principal Consultant at Category One Consulting (C1C), Sara is committed to helping organizations maximize th...
40 Interview Questions asked at Startups in Machine Learning / Data Science
This article was posted by Manish Saraswat on Analytics Vidhya. Manish who works in marketing and Data Science at Analytics Vidhya believes that education can change this...
11 Deep Learning Articles, Tutorials and Resources
According to Wikipedia, deep learning (deep structured learning, hierarchical learning or deep machine learning) is a branch of machine learning based on a set of algorit...
R, Python or SAS: Which one should you learn first?
Here is our selection of articles and resources featured today. Enjoy the reading! How We Combined Different Methods to Create Advanced Time Series Prediction Today, busi...
10 Algorithm Categories for A.I., Big Data, and Data Science
This article was written by a Data-centric Executive Management, Chris Pehura. Chris is a management consultant with a data emphasis helping Fortune 100/1000 companies st...