Python Basics

This includes materials on Data Science & Machine Learning. The overview on the materials are listed below.

Unit 1: Python Basics

• Basic Python Introduction
• Data Acquisition & Visualisation with Python
• Web Scraping with Python
• Python for Statistics
• Statistical Modelling with Python

Unit 2: Predictive Machine Learning

• Machine Learning with Python
• Classification for Marketing
• Introduction To SciPy
• Basic Computer Vision with Python
• Image Processing with Python
• Deep Learning with Tensorflow

Unit 3: Database, The Cloud And API Services

• Using Database with Python
• Azure Machine Learning Platform
• APIs for Cognitive Services & Open Data
• Building & Managing APIs