Machine Learning & Artificial Intelligence

Immerse yourself in the fields of Machine Learning and Artificial Intelligence! With over 40 hours of expert instruction, you’ll have a firm grasp of core machine learning concepts and be positioned to apply this technology to your career.

This course includes:

• An Introduction to Deep Learning & Computer Vision
• Recommendation Systems in Python
• Machine Learning: Decision Trees & Random Forests
• Twitter Sentiment Analysis in Python
• Python Programming: From Beginner to Intermediate
• Quant Trading Using Machine Learning
• Factor Analysis
• Linear & Logistic Regression

Course Outcome

Upon successful completion of this course, you will have learned the following concepts & so much more!

• Discover Core Machine Learning Concepts & Build an Artificial Neural Network.
• Build a movie recommendation system in Python.
• Learn Intuitive Machine Learning Techniques by Exploring a Classic Problem.
• Use Python and the Twitter API to build your own sentiment analyzer.
• Go from beginner to intermediate level Python user.
• Apply Machine Learning techniques to Quant Trading.
• Use Principal Components Analysis to Extract Factors.
• Build Regression Models with Principal Components in Excel, R, Python.
• Understand the risks involved in regression and avoid common pitfalls.
• Use simple & multiple regressions to explain variance & predict an outcome.
• Project Files & Supplemental Material included with each course.

This course may be completed earlier than indicated and students retain access for one year from the date of enrollment. Click here to get started.