Weekly Digest, August 7

Weekly Digest, August 7

Monday newsletter published by Data Science Central. Previous editions can be found here.  The contribution flagged with a + is our selection for the picture of the week.
Featured Resources and Technical Contributions

Data Science Simplified: Key Concepts of Statistical Learning 
When Not to Use Deep Learning 
The Best Metric to Measure Accuracy of Classification Models 
Data Science Simplified: Principles and Process – Part 1 
Demystifying Data Lake Architecture + 
Modeling the growth of a sunflower with Fibonacci numbers in R 
How to overcome Hadoop drawbacks 
Some Analysis with Astronomy data (in Python) 
15 Great Articles About Decision Trees 
Dummy errors when using neuralnet package in R 
Capturing Low-Probability, High-Impact Events ‘Black Swans’ – in Economic and Financial Models 
Recasting Java neural networks in Python 

Featured Articles

Statistical Modeling; Selecting Predictors is a Challenge 
Machine Learning Translation and the Google Translate Algorithm 
Crime Analytics: Visualization (San Francisco and Seattle) ++ 
Deciding on a Database While Building Our IoT Application 
If Data is the Hero, is the Device the Super Hero? 
Self-Service Data Analytics for Smaller Companies (SMEís) 
3 Ways To Drive Effective HR Insights Using Data Analytics 
Introducing User Behavioral Analysis in the Risk Process 
How Customer Analytics has evolved… 
Three Stages Of Effective Data Governance In Healthcare 
Big Data And Cloud Computing 

Picture of the Week

Source for picture: contribution marked with a + (SF crime activity)

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Link: Weekly Digest, August 7