Starred articles are candidates for the picture of the week. A comprehensive list of all past resources is found here. We are in the process of automatically categorizing them using indexation and automated tagging algorithms.

Resources

1. A Bayesian Model to Calculate Whether My Wife is Pregnant or Not 
2. Interpolation and smoothing functions in base R 
3. Tools in the data armoury: R vs Spark 
4. Best Big Data, Data Science, Data Mining, and Machine Learning podc... 
5. An Introduction to Linear Models for Data Science 
6. Statistics for Hackers 
7. Apache Spark - Executive Summary 
8. Random vs non-random: How to Tell the Difference 
9. A Visual Survey of Visualization Techniques for Time-Oriented Data **
10. Top 20 Python Machine Learning Open Source Projects 
11. Identifying paid content (native advertising) from unpaid content 
12. 100 open source Big Data architecture papers for data professionals 

Source: article #3, below

Articles

1. 10 Examples of Captivating Data Visualization **
2. Intelligent Applications (iA) – A primer 
3. Big Data – Not the mystical talisman in IA **
4. Getting Insights Using Data Science Skills and the Scientific Method 
5. The Algorithm Economy 
6. A Data Scientist… Who, Me?! 
7. The State of Artificial Intelligence in Six Visuals 
8. Automating big-data analysis 
9. How Ford Is Using Big Data To Change The Way We Use Our Cars 
10. Mapping how the United States generates its electricity **
11. How Dataviz Can Unintentionally Perpetuate Inequality **
12. The evolving infographic: here comes the GIFographic **
13. Massive innovations in data science yet to come 
14. Why Tracy-Widom Mysterious Statistical Law so common? 
15. How Alteryx Allowed Me To Fix Problems in A Customer-Created Database **
16. Data scientists are not created equal 
17. Internet of Things: The Missing Pieces 
18. Hiring Data Scientists: What to look for? 
19. Nate Silver: ‘Big Data has Peaked, and that’s a Good Thing’ 

Check out our previous selection of articles.

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Additional Reading

• 50 Articles about Hadoop and Related Topics
• 10 Modern Statistical Concepts Discovered by Data Scientists
• Top data science keywords on DSC
• 4 easy steps to becoming a data scientist
• 13 New Trends in Big Data and Data Science
• 22 tips for better data science
• Data Science Compared to 16 Analytic Disciplines
• How to detect spurious correlations, and how to find the real ones
• 17 short tutorials all data scientists should read (and practice)
• 10 types of data scientists
• 66 job interview questions for data scientists
• High versus low-level data science

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