### Data Science 101 would like to welcome Community and Sponsored Posts

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# Tag: statistics

### Data Science 101 would like to welcome Community and Sponsored Posts

### Papers for Teaching Undergraduate Data Science

### Seeing Theory – A Visual Intro to Stats

### Building Data Science Skills as an Undergraduate

### Know Your Probability Distributions

### Berkeley Undergrad Data Science Course and Textbook

### Free Stats book for Computer Scientists

### Tips for Future Data Scientists

### Statistics for Hackers Slides by Jake VanderPlas

### Data Scientist vs Data Engineer

Learning about Data Science

Sorry, as of 2020, this is no longer available.

Read MoreIf you work at a university and are considering starting an undergraduate program in data science, then today’s post is for you. A Guide to Teaching Data Science [2016] – …

Read MoreDaniel Kunin from Brown University created a totally stunning and interactive site named Seeing Theory. It provides a visual introduction to many concepts in statistics and probability. Definitely worth checking …

Read MoreWhile there are a growing number of universities that offer undergraduate data science degrees, for one reason or another those programs may not be perfect for everyone interested in data …

Read MoreIn data science and statistics, probability distributions can be very important. I have been meaning to create a listing of them. However, I no longer need to since the fine …

Read MoreThe University of California at Berkeley has started The Berkeley Data Science Education Program. The goal is to build a data science education program throughout the next several years by …

Read MoreProfessor Norm Matloff from the University of California, Davis has published From Algorithms to Z-Scores: Probabilistic and Statistical Modeling in Computer Science which is an open textbook. It approaches statistics …

Read MoreWhile preparing a for a recent talk I gave to an undergraduate audience, I started compiling some tips for future data scientists. The tips are intended for students (undergraduate and …

Read MoreJake provides an excellent slidedeck about using programming simulation to do statistics. Lots of great information packed into these slides. Slides are available at Statistics for Hackers on SpeakerDeck

Read MoreAs the field of data science continues to grow and mature, it is nice to begin seeing some distinction in the roles of a data scientist. A new job title …

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