This book, fully updated for Python version 3.6+, covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. All the figures and numerical results are reproducible using the Python codes provided. The author develops key intuitions ...
《Python for Probability, Statistics, and Machine Learning》作者:Springer,出版社:2016年4月,ISBN:。Thisbookcoversthekeyideasthatlinkprobability,stati
If all you know about computers is how to save text files, then this is the book for you.No.10 Python Tutorial(豆瓣评分:8.7)最权威的 Python 教程,由 Python 作者 Guido van Rossum 主笔,有少许学院味道。No.11 Python源码剖析(豆瓣评分:8.7)...
https://github.com/wesm/pydata-book近8000星Data.Science.from.Scratch.First.Principles.with.Python...
内容简介· ··· This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. The entire text, including all the figures and numerical results, is reproducible using the Python codes and their associated Jupyter/IPython...
要学习这些知识,有一本很好的书可以看看:《Practical Statistics for Data Scientists: 50 Essential Concepts》。不幸的是,本书中的代码示例是用 R 编写的,但是很多人包括我自己在内使用的是 Python。 我建议你阅读本书的前四章。阅读本书的前 4 章,了解我前面提到的基本统计概念,你可以忽略代码示例,只了解这些...
The article "Foundations of Statistics for Data Scientists with R and Python" in the Journal of the Royal Statistical Society: Series A provides an undergraduate-level introduction to mathematical statistics. It emphasizes practical examples and implementations using R and Python codes to help students...
Fast vectorized array operations for data munging and cleaning, subsetting and filtering, transformation, and any other kinds of computations Common array algorithms like sorting, unique, and set operations Efficient descriptive statistics and aggregating/summarizing data Data alignment and relational data ...
tqdmderives from the Arabic wordtaqaddum(تقدّم) which can mean "progress," and is an abbreviation for "I love you so much" in Spanish (te quiero demasiado). Instantly make your loops show a smart progress meter - just wrap any iterable withtqdm(iterable), and you're done...
mailjet- Mailjet API implementation for batch mailing, statistics and more., Talon - Mailgun library to extract message quotations and signatures.,pyzmail,编写,发送和解析电子邮件。 furl,燃料,小型的的URL解析库库。purl,简单的,干净的API,操纵URL。