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3,217 articles

Free Book: Foundations of Data Science (from Microsoft Research Lab) - Data Science Central

2019-05-26 www.datasciencecentral.com 4,448

By Avrim Blum, John Hopcroft, and Ravindran Kannan (2018).  Computer science as an academic discipline began in the 1960s. Emphasis was on programming language…
Free Book: A Comprehensive Guide to Machine Learning (Berkeley University) - Data Science Central

2019-10-03 www.datasciencecentral.com 4,408

By Soroush Nasiriany, Garrett Thomas, William Wang, Alex Yang. Department of Electrical Engineering and Computer Sciences, University of California, Berkeley.…
Google Tutorial on Machine Learning - Data Science Central

2017-12-16 www.datasciencecentral.com 4,061

This presentation was posted by Jason Mayes, senior creative engineer at Google, and was shared by many data scientists on social networks. Chances are that yo…
140 Machine Learning Formulas - Data Science Central

2018-01-24 www.datasciencecentral.com 3,368 Ai BigData

By Rubens Zimbres. Rubens is a Data Scientist, PhD in Business Administration, developing Machine Learning, Deep Learning, NLP and AI models using R, Python an…
40 Techniques Used by Data Scientists - Data Science Central

2017-11-08 www.datasciencecentral.com 2,550 DataScience

These techniques cover most of what data scientists and related practitioners are using in their daily activities, whether they use solutions offered by a vend…
Top 10 Machine Learning Algorithms - Data Science Central

2017-10-28 www.datasciencecentral.com 2,550

Many articles have been written about the top machine learning algorithms: click here and here for instance. Most of them seem to define top as oldest, and thu…
Deep Learning with TensorFlow in Python: Convolution Neural Nets - Data Science Central

2017-11-24 www.datasciencecentral.com 2,269 TensorFlow BigData DataScience

The following problems appeared in the assignments in the Udacity course Deep Learning (by Google). The descriptions of the problems are taken from the assignm…
80+ Free Data Science Books - Data Science Central

2017-11-06 www.datasciencecentral.com 2,136

An archive of all O'Reilly data ebooks is available below for free download. Dive deep into the latest in data science and big data, compiled by O'Reilly edito…
10 types of regressions. Which one to use? - Data Science Central

2018-02-15 www.datasciencecentral.com 2,079

Originally posted here by Dr Granville. Read comments posted about the original article. Should you use linear or logistic regression? In what contexts? There…
Deep Learning: AlphaGo Zero Explained In One Picture - Data Science Central

2018-01-06 www.datasciencecentral.com 2,051

Recently Google DeepMind announced AlphaGo Zero — an extraordinary achievement that has shown how it is possible to train an agent to a superhuman level in the…
Free eBooks on Data Visualization and Machine Learning - Data Science Central

2018-07-08 www.datasciencecentral.com 2,042

What You Need to Know about Machine Learning By Gabriel A. Canepa This eBook offers you the perfect place to lay the foundation for your work in the world o…
Advanced Machine Learning with Basic Excel - Data Science Central

2018-01-25 www.datasciencecentral.com 2,000

In this article, I present a few modern techniques that have been used in various business contexts, comparing performance with traditional methods. The advanc…
Difference between Machine Learning, Data Science, AI, Deep Learning, and Statistics - Data Science Central

2017-10-22 www.datasciencecentral.com 1,987 MachineLearning DataScience DeepLearning Dataviz StartUp

In this article, I clarify the various roles of the data scientist, and how data science compares and overlaps with related fields such as machine learning, de…
Machine Learning Guide and Tutorial for Software Engineers - Data Science Central

2018-01-15 www.datasciencecentral.com 1,972 ARTIFICIALINTELLIGENCE LEARNING

This article was written by Nam Vu on GitHub.  What is it?  This is my multi-month study plan for going from mobile developer (self-taught, no CS degree) to ma…
Predict - Prescribe - Prevent: Analytics Value Cycle - Data Science Central

2018-02-02 www.datasciencecentral.com 1,754

Organizations looking for justification to move beyond legacy reporting should review this little ditty from the healthcare industry: The Institute of Medicine…
Machine Learning Summarized in One Picture - Data Science Central

2017-11-16 www.datasciencecentral.com 1,663

Here is a nice summary of traditional machine learning methods, from Mathworks. I also decided to add the following picture below, as it illustrates a metho…
30 Free Courses: Neural Networks, Machine Learning, Algorithms, AI - Data Science Central

2017-10-27 www.datasciencecentral.com 1,582 MachineLearning

The list below is a small selection from Open Culture. We picked up classes relevant to data scientists, and removed links that no longer work at the time of w…
Deep Learning versus Machine Learning in One Picture - Data Science Central

2017-11-02 www.datasciencecentral.com 1,555

I don't know who produced this image, but I've found it posted on the Deep Learning group on Facebook. Here we go: For more articles on deep learning, click h…
New Books and Resources for DSC Members - Data Science Central

2018-11-18 www.datasciencecentral.com 1,546

We are in the process of writing and adding new material (compact eBooks) exclusively available to our members, and written in simple English, by world leading…