Applied Data Science with Python

What you will learn from this course?

Introduction to Data Science in Python

Applied Plotting, Charting & Data Representation in Python

– Week 1: Principles of Information Visualization
– Week 2: Basic Charting
– Week 3: Charting Fundamentals
– Week 4: Applied Visualizations

Applied Machine Learning in Python

– Week 1: Fundamentals of Machine Learning – Intro to SciKit Learn
– Week 2: Supervised Machine Learning – Part 1
– Week 3: Evaluation
– Week 4: Supervised Machine Learning – Part 2

Applied Text Mining in Python

– Week 1: Working with Text in Python
– Week 2: Basic Natural Language Processing
– Week 3: Classification of Text
– Week 4: Topic Modeling

Applied Social Network Analysis in Python

– Week 1:Why Study Networks and Basics on NetworkX
– Week 2:Network Connectivity
– Week 3:Influence Measures and Network Centralization
– Week 4:Network Evolution

Certification : Yes
Time to complete : 6 months
Cost : $69 per month after 7-day free trial
Course Level : Expert
Language : English