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Issue #23

Nov 3, 2019

Dear friends,

Welcome to the November 3rd edition of the Sunday Briefing. This weeks issue continues our exploration of some of the Data Science skills that receive the least attention with articles on Visualization with Matplotlib, a deep dive on the fundamentals of human color vision. The ethical use of AI is explored in a recently published DoD report and story telling techniques are covered by Garr Reynolds in our video of the week.

An article selection on the basics of interpretable machine learning, statistical causality and a literature review on autonomous driving datasets round up this week

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Semper discentes,

The D4S team

Top Links:

Tutorials and blog posts that came across our desk this week.
  1. Gamma Distribution — Intuition, Derivation, and Examples [medium.com/@aerinykim]
  2. The Most Undervalued Standard Python Library [towardsdatascience.com]
  3. Machine Learning Model for Stochastic Processes [medium.com/towards-artificial-intelligence/]
  4. AI Principles: Recommendations on the Ethical Use of AI by the DoD [govexec.com]
  5. Improve ml predictions using graph algorithms [slideshare.net]
  6. Diagram of distribution relationships [johndcook.com]
  7. Introduction to Matplotlib — Data Visualization in Python [heartbeat.fritz.ai]
  8. Color: From Hexcodes to Eyeballs [jamie-wong.com]

Fresh off the press:

Some of the most interesting academic papers published recently.

Video of the week:

Interesting discussions, ideas or tutorials that came across our desk.


Why storytelling matters

https://www.youtube.com/watch?v=YbV3b-l1sZs

Upcoming Events:

Opportunities to learn from us
  1. Nov 11, 2019Natural Language Processing (NLP) from Scratch [Register
  2. Nov 18, 2019Graphs and Network Algorithms from Scratch [Register
  3. Dec 04, 2019Data Visualization with matplotlib and seaborn [Register] 🆕
  4. Dec 11, 2019 Deep Learning From Scratch [Register] 🆕
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Publishes on Sunday.
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