Learning From Data
A Short Course
Ranked #18 in Machine Learning, Ranked #18 in Neural Networks — see more rankings.
Machine learning allows computational systems to adaptively improve their performance with experience accumulated from the observed data. Its techniques are widely applied in engineering, science, finance, and commerce. This book is designed for a short course on machine learning. It is a short course, not a hurried course. From over a decade of teaching this material, we have distilled what we believe to be the core topics that every student of the subject should know. We chose the title `learning from data' that faithfully describes what the subject is about, and made it a point to cover... more
Rankings by Category
Learning From Data is ranked in the following categories:
- #68 in Algorithms
- #57 in Big Data
- #19 in Computer Vision
- #53 in Data Science
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