Useful Tips

Top Chrome plugins list on Github [cn intro]

AI Cloud

"if you plan to use deep learning extensively (>150 hrs/mo), building your own deep learning workstation might be the right move." [medium]

Baidu AI Studio (only for PaddlePaddle)

Paperspace (cooperating with

Google Colab (cooperating with (C2C/P2P sharing, v......

Reinforcement Learning


Plot in Python, Visualization wtih pyvis

Books & Docs

Seaborn tutorial & gallary

OReilly 2017 - [easy to find common examples] Python Data Science Handbook

Packt 2015 - [nice code grammar] Python Data Visualization Cookbook, 2nd Ed. (Igor Milovanovic)

Packt 2015 - [rich & various content] Mastering Python Data Visualization




PlantUML is a convinient tool to make diagrams using UML language/format, such as sequence diagrams, use cases, flow diagrams etc.

puml pic-ref

Selected Tools

Live preview in Vi......

Scala the Language

Install Sbt

echo "deb /" | sudo tee -a /etc/apt/sources.list.d/sbt.list

sudo apt-key adv --keyserver hkp:// --recv 2EE0EA64E40A89B84B2DF73499E82A75642AC823

sudo apt-get update

sudo apt-get install sbt

ref: (v1.0)