Learning From Data-A Short Course

【文件属性】：
文件名称：Learning From Data-A Short Course
文件大小：4.69MB
文件格式：RAR
更新时间：2022-04-01 04:48:44
机器学习 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 the topics in a story-like fashion. Our hope is that the reader can learn all the fundamentals of the subject by reading the book cover to cover.

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Learning From Data-A Short Course.pdf