Self Driven Data Science – Issue #6

Here’s this weeks lineup of data-driven articles, stories, and resources delivered faithfully to your inbox for you to consume. Enjoy and don’t forget to subscribe!


Human-Centered Machine Learning — Google Design 

“If you aren’t aligned with a human need, you’re just going to build a very powerful system to address a very small — or perhaps nonexistent — problem”. Just one of many memorable quotes from this write-up by the Google Design team on using a ‘human-centered mindset’.

 

Winning Strategies for Applied AI Companies — Machine Learnings

Great ‘big picture’ insights regarding the intersections of AI and entrepreneurship in today’s world. This one is going to stay bookmarked for awhile I’d imagine.

I have data. I need insights. Where do I start? — Towards Data Science 

“The most exciting phrase to hear in science, the one that heralds new discoveries, is not ‘Eureka!’ but ‘That’s funny…’” — Isaac Asimov

 

#MachineLearningFlashcards by Chris Albon

Chris Albon on Twitter routinely puts out these ‘machine learning flashcards’ using this hashtag. They are remarkably intuitive and easy to understand for beginners or effective for experience ML people wants to refresh old concepts. Check them all out to date with this link.

 

Beginner’s guide to Web Scraping in Python

Tutorial that I found useful while getting into some web scraping stuff for a recent project. Worth walking through if your interested in learning.

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Thanks for reading and have a great day!