Artificial Intelligence and Machine Learning ( Basic )
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This class covers must-know topics for AI product managers, ML practitioners, and anyone in between that’s curious about these emerging fields. We’ll cover many topics and takeaways:
Build a Face Emotion Classifier, to practice using ML concepts.
What artificial intelligence is and how it relates to machine learning
How to learn machine learning, with plenty of practice
Practice breaking down AI products into ML problems. Great for understanding ML news.
Practice breaking down ML problems. Great as interview practice.
Understand taxonomies of ML problems
ML concepts like linear regression, bias-variance, classification, regression, featurization etc.
11 Lessons
01:02:15 Hours