Machine Learning and AI with Python

Harvard University via edX

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Overview

Its time to make a decision: beach or mountains? When choosing where you want to go for vacation, it can be simple. The options may be a or b. From a decision-making standpoint, its easy for the brain to process this decision tree. But, what happens when youre faced with more complex, multifaceted decisions? You might make a comprehensive pro/con list, rank ordering the most important considerations. But, that can take endless amounts of time that you might not have...

Syllabus

Explore advanced data science challenges through sample data sets, decision trees, random forests, and machine learning models
Train your model to predict the most effective way to handle a problem
Examine machine learning results, recognize data bias in machine learning, and avoid underfitting or overfitting data
Build a foundation for the use of Python libraries in machine learning and artificial intelligence, preparing you for future Python study
Build on your Python experience, preparing you for a career in advanced data science