Data Science Corner

Lecturely droplets of Data Science interesting stuff…

DateDescriptionLink
5/14 Keras in R https://keras.rstudio.com/
5/9 Shiny: interactive data apps with R http://shiny.rstudio.com/
5/9 D3.js: interactive data visualization for JavaScript https://d3js.org/
5/7 The ML algorithms used in self driving cars https://www.kdnuggets.com/2017/06/machine-learning-algorithms-used-self-driving-cars.html
5/2 Rstudio Updated!! (Don't update until class is done...) https://blog.rstudio.com/2019/04/30/rstudio-1-2-release/
4/25 Ursa labs, shared infrastructure for data science https://ursalabs.org/
4/23 Another podcast (via Marine C.) http://www.thetalkingmachines.com/episodes
4/18 Restoration of brain circulation and cellular function hours post-mortem https://www.npr.org/sections/health-shots/2019/04/17/714289322/scientists-restore-some-function-in-the-brains-of-dead-pigs
4/16 The 2nd generation p-value http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0188299
4/11 The amazing life and contributions of John W. Tukey https://www.stat.berkeley.edu/~brill/Papers/life.pdf
4/9 Visual explanation of stats and probability http://students.brown.edu/seeing-theory/
4/4 FDA new rules for AI systems in medicine https://www.statnews.com/2019/04/02/fda-new-rules-for-artificial-intelligence-in-medicine/
3/28 a16z: Another podcast I like (for those with an entrepenurial bent) https://a16z.com/2019/02/26/george-church-lab-genome-sequencing-crispr/
3/26 From the StitchFix Data Science Blog https://multithreaded.stitchfix.com/blog/2019/03/11/FullStackDS-Generalists/
3/14 Donoho's Deep Learning Emergent Phenomena: ImageNet https://qz.com/1034972/the-data-that-changed-the-direction-of-ai-research-and-possibly-the-world/
3/5 Kaggle Data Science Survey https://www.kaggle.com/surveys/2017?utm=cade
3/5 One take on Data Science Survey https://www.theverge.com/2017/11/1/16589246/machine-learning-data-science-dirty-data-kaggle-survey-2017
2/26 The book: playing the percentages in baseball https://amzn.to/2BPzJ0X
2/21 Uber Engineering Blogpost on their Data Science Workbench https://eng.uber.com/dsw/
2/19 The Julia programming language https://julialang.org/
2/12 Example wrangling with R and Python https://www.superdatascience.com/wrangling-data-r-python/
2/7 RStudio conference just finished last week https://www.rstudio.com/conference/
2/7 David Donoho (Stanford Prof. of Statistics): 50 years of Data Science https://www.tandfonline.com/doi/full/10.1080/10618600.2017.1384734
2/5 UMD Data Challenge https://datachallenge.ischool.umd.edu/
2/5 Data Science Day https://datascienceday.math.umd.edu/
1/31 Data Skeptic: Podcast and more https://dataskeptic.com/