Data Science from Scratch 在線電子書 圖書標籤: Python DataScience 機器學習 數據科學 Programming 統計學習 計算機 數學/統計/數據
發表於2025-02-07
Data Science from Scratch 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025
讀瞭還是不會 T T
評分入門數據科學
評分感覺這本書更適閤想要自己寫數據分析應用的程序員看
評分粗粗翻瞭一下,基本是講Python在數據科學各個方麵的應用,比較基礎。有空跑一下代碼(作者已經在著手寫第二版瞭)
評分感覺這本書更適閤想要自己寫數據分析應用的程序員看
Joel Grus
Joel Grus is a software engineer at Google. Before that he worked as a data scientist at multiple startups. He lives in Seattle, where he regularly attends data science happy hours. He blogs infrequently at joelgrus.com.
View Joel Grus's full profile page.
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.
If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out.
Get a crash course in Python
Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science
Collect, explore, clean, munge, and manipulate data
Dive into the fundamentals of machine learning
Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering
Explore recommender systems, natural language processing, network analysis, MapReduce, and databases
这本书可以作为 Data Science 101 ,只是一本基于 Python 学习 Data Science 的指南,我觉得里面最有价值的就是 For Further Exploration 部分了。
評分数据科学是一个蓬勃发展、前途无限的行业,有人将数据科学家称为“21世纪头号性感职业”。本书从零开始讲解数据科学工作,教授数据科学工作所必需的黑客技能,并带领读者熟悉数据科学的核心知识——数学和统计学。 作者选择了功能强大、简单易学的Python语言环境,亲手搭建工具...
評分数据科学是一个蓬勃发展、前途无限的行业,有人将数据科学家称为“21世纪头号性感职业”。本书从零开始讲解数据科学工作,教授数据科学工作所必需的黑客技能,并带领读者熟悉数据科学的核心知识——数学和统计学。 作者选择了功能强大、简单易学的Python语言环境,亲手搭建工具...
評分这本书可以作为 Data Science 101 ,只是一本基于 Python 学习 Data Science 的指南,我觉得里面最有价值的就是 For Further Exploration 部分了。
評分书名叫《数据科学入门》,可实际上却并不适合零基础的人读,需要有一定的基础(包括python基础和数学基础)。我觉得称之为“指南”更合适。 —————————— 当初为什么买这本书? 有段时间对数据异常着迷,只要和数据有关的数都不管三七二十一加到购物车,发工资了就买。...
Data Science from Scratch 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025