Predictive Analytics using Machine Learning

Description

In this course, you will learn:

• Understand how machine learning differs from other statistical models.
• Build tree-based models, support vector machines, and neural networks to hone your skills.
• In Python, implement theoretic models in machine learning software packages.
• Use machine learning models to solve problems in the workplace.

Syllabus:

1. Decision trees
2. Random forests and support vector machines
3. Support vector machines
4. Neural networks
5. Neural network estimation and pitfalls
6. Model comparison