Modern Python modules like Pandas, Sympy, and Scikit-learn are applied to simulate and visualize important machine learning concepts like the bias/variance trade-off, cross-validation, and regularization. Many abstract mathematical ideas, such as convergence in probability theory, are developed and ...
Modern Python modules like Pandas, Sympy, Scikit-learn, Tensorflow, and Keras are applied to simulate and visualize important machine learning concepts like the bias/variance trade-off, cross-validation, and regularization. Many abstract mathematical ideas, such as convergence in probability theory, ...
of mathematics and Python codes, this book illustrates the fundamental concepts that link probability, statistics, and machine learning, so that the reader can not only employ statistical and machine learning models using modern Python modules, but also understand their relative strengths and weaknesses...
出版年:2016-4-12 页数:276 定价:USD 112.55 装帧:Hardcover ISBN:9783319307152 豆瓣评分 评价人数不足 评价: 写笔记 写书评 加入购书单 分享到 推荐 内容简介· ··· This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas...
Learn about the basic statistics required for Data Science and Machine Learning in Python. 27. Sept. 2018 · 25 Min. Lesezeit Inhalt Introduction to Statistics and its Types Statistics for Data Preparation It's Time to Apply the Techniques! Statistics for Model Evaluation Introduction to Gaussian...
This book will teach you the fundamental concepts that underpin probability and statistics and illustrates how they relate to machine learning via the Python language and its powerful extensions. This is not a good first book in any of these topics ...
《Python for Probability, Statistics, and Machine Learning》作者:Springer,出版社:2016年4月,ISBN:。Thisbookcoversthekeyideasthatlinkprobability,stati
图书标签:Python机器学习数据挖掘Programming数据科学DMCS Python for Probability, Statistics, and Machine Learning 2025 pdf epub mobi 电子书 图书描述 This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. The entire text, in...
当当中国进口图书旗舰店在线销售正版《Python for Probability, Statistics, and Machine Learning 9783031046476》。最新《Python for Probability, Statistics, and Machine Learning 9783031046476》简介、书评、试读、价格、图片等相关信息,尽在DangDang.com,网购《Py
In the next chapter, we will discuss various descriptive and inferential statistics measures, which are commonly used in machine learning, in detail along with Python implementation example.Print Page Previous Next AdvertisementsTOP TUTORIALS Python Tutorial Java Tutorial C++ Tutorial C Programming Tutorial...