CS 273P Machine Learning and Data Winter 2021 Mining …
CS 273P Machine Learning and Data Mining
PROF XIAOHUI XIE Winter 2021
Machine Learning
Introduction to Machine Learning Course Logistics
Data and Visualization Supervised Learning
Artificial Intelligence (AI)
Building "intelligent systems" Lots of parts to intelligent behavior
RoboCup
Darpa GC (Stanley)
Chess (Deep Blue v. Kasparov)
Machine learning (ML)
One (important) part of AI Making predictions (or decisions) Getting better with experience (data) Problems whose solutions are "hard to describe"
Math
Statistics Probability Linear Algebra Optimization
Programming
Data Structures Algorithms
Computational Complexity Data Management
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