README.md

OC-DS

OpenClassrooms Data Scientist training program projects repository

Project 1:

Training planning and strategy

Project 2:

Educational systems data cleaning and analysis

Project 3:

Public health application conception

Data cleaning and analysis

Project 4:

Supervised learning:

Seattle buildings power consumption prediction

Project 5:

Unsupervised learning:

Webshop clients clustering

Project 6:

Marketplace products clustering and classification feasibility study

Deep learning, NLP, CNN, Transfer learning, dimension reduction

Project 7:

Loan attribution scoring (loan payment failure prediction)

Dashboard implementation and deployment

Interpretability (Shap)

(Refer to OC-P7 repository)

Project 8:

Use Spark and AWS for big data dimension reduction