Language: English (with English Slides)
Slides: Using Python for Data Mining Projects (CC BY-SA 4.0)
Chris is currently a Senior Computational Scientist at ClusterTech. He has worked on tailored data mining solutions for clients in the banking and retail industry. Prior to joining ClusterTech in 2014, he earned his Permanent Head Damage degrees (also known as Dphil) in Oxford with a research focus in high dimensional statistics.
After deploying a few data mining projects in Python, I will share my experience in developing and deploying mid-scale data mining solutions in Python. I will go through some packages that allows a rapid data mining solutions development, e.g. Jupyter notebook, SQLAlchemy, Pandas, statsmodel.