FT-Data-Science/State-Of-The-Art

State of the Art for Data Scientists brought by French Tech experts from China, Shanghai

State of the Art in Data Science

This document is a contribution of the members of French Tech Shanghai Data Science workgroup. Members are from different horizons, cultures and domains. This document reflects theirs views. It is intended as a curated list of comprehensive resources.

Generic Resources

Where to learn Data Science

• fast.ai
• toward data science on medium

Machine Learning Platforms

• Amazon AWS
• Baidu PaddlePaddle
• Google Cloud
• Alibaba Alicloud
• Huawei Mindspore

Best Practices

• python + jupyterlab + pandas + scikitlearn

Integrated Platforms

• rapidminer

Domain–Specific Resources

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Health

Laws & Regulations

Urban Studies

Method–Specific Resources

Computer Vision

• OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
• VIBE: Video Inference for Human Body Pose and Shape Estimation
• High-Fidelity 3D Digital Human Creation from RGB-D Selfies

Natural Language Processing

Deep learning

Statistics