mrbarbasa

Board Game Rules

Here are links to short YouTube videos describing the rules of each board game.

• 5-Minute Dungeon
• Codenames Duet
• Hanabi
• Jaipur
• Love Letter
• Phase 10

mrbarbasa

Courses

• [David Silver of DeepMind] https://www.youtube.com/playlist?list=PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ

Games

• http://karpathy.github.io/2016/05/31/rl/
• [DeepStack] https://arxiv.org/pdf/1701.01724v2.pdf

mrbarbasa

General

Lists

• https://openai.com/requests-for-research/
• https://blog.openai.com/requests-for-research-2/
• https://ai-on.org/projects/
• https://medium.com/@olivercameron/20-weird-wonderful-datasets-for-machine-learning-c70fc89b73d5

Domains

mrbarbasa

Feature Selection

• Feature Engineering and Selection: A Practical Approach for Predictive Models
• http://cs229.stanford.edu/notes/cs229-notes11.pdf

Model Validation

• http://www.fast.ai/2017/11/13/validation-sets/

AWS

• http://course.fast.ai/lessons/aws.html
• https://chrisalbon.com/software_engineering/cloud_computing/run_project_jupyter_on_amazon_ec2/

mrbarbasa

Reading Research Papers

• http://www.depthfirstlearning.com/
• https://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg

Writing Research Papers

• https://github.com/jtleek/firstpaper

Meta Research about Research

• http://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.0020124

mrbarbasa

Lists

• https://medium.com/startup-grind/fueling-the-ai-gold-rush-7ae438505bc2
• https://github.com/awesomedata/awesome-public-datasets

Videos

• https://research.google.com/youtube8m/index.html

mrbarbasa

What to do when you have very little data

• https://blog.keras.io/building-powerful-image-classification-models-using-very-little-data.html

When working with large images

• https://github.com/bokeh/datashader

mrbarbasa

Keybase proof

I hereby claim:

• I am mrbarbasa on github.
• I am marifel (https://keybase.io/marifel) on keybase.
• I have a public key ASASOBIOVod2SaBLzIWW7yns8RivNmMlh2x62_kokqO_zwo

To claim this, I am signing this object:

mrbarbasa

1. Intro to Graphs and Neo4j - Great video intro for anyone curious about the benefits of using Neo4j over traditional SQL or NoSQL implementations

mrbarbasa

React

Boilerplates

http://www.reactboilerplate.com/

Check out:

https://github.com/steos/reactcards https://medium.com/@rajaraodv/webpack-the-confusing-parts-58712f8fcad9 https://blog.boldlisting.com/so-youve-screwed-up-your-redux-store-or-why-redux-makes-refactoring-easy-400e19606c71 http://engineering.blogfoster.com/higher-order-components-theory-and-practice/