Pragmatic Institute: Advanced Machine Learning

This hands-on, online four-week training course offers students a deeper understanding of machine learning techniques and practices.

Course Schedule:

1:00 PM EST – 3:00 PM EST on Tuesdays and Thursdays

6/2, 6/4, 6/9, 6/11, 6/16, 6/18, 6/23, 6/25

Topics covered include:

• A review of machine learning basics and scikit-learn syntax
• Understanding how decision trees make predictions and choosing appropriate hyperparameters for them
• The basics of neural networks
• Creating pipelines to streamline data handling
• Converting written text to features amenable to machine learning
• Performing language-specific engineering
• Classifying documents and predict values based on descriptions
• Grouping documents together based on their topics

Note: BIG Members get $200 discount. If you’re a BIG Member, you may get the code to use upon checkout here.