图书标签: 数据分析 python Python 数据挖掘 机器学习 编程 计算机 MachineLearning
发表于2025-01-09
Python for Data Analysis pdf epub mobi txt 电子书 下载 2025
Finding great data analysts is difficult. Despite the explosive growth of data in industries ranging from manufacturing and retail to high technology, finance, and healthcare, learning and accessing data analysis tools has remained a challenge. This pragmatic guide will help train you in one of the most important tools in the field - Python. Filled with practical case studies, Python for Data Analysis demonstrates the nuts and bolts of manipulating, processing, cleaning, and crunching data with Python. It also serves as a modern introduction to scientific computing in Python for data-intensive applications. Learn about the growing field of data analysis from an expert in the community. Learn everything you need to start doing real data analysis work with Python Get the most complete instruction on the basics of the "modern scientific Python platform" Learn from an insider who builds tools for the scientific stack Get an excellent introduction for novices and a wealth of advanced methods for experienced analysts
Wes McKinney 资深数据分析专家,对各种Python库(包括NumPy、pandas、matplotlib以及IPython等)等都有深入研究,并在大量的实践中积累了丰富的经验。撰写了大量与Python数据分析相关的经典文章,被各大技术社区争相转载,是Python和开源技术社区公认的权威人物之一。开发了用于数据分析的著名开源Python库——pandas,广获用户好评。在创建Lambda Foundry(一家致力于企业数据分析的公司)之前,他曾是AQR Capital Management的定量分析师。
看文档就可以了
评分详尽介绍pandas等lib的API
评分基本上就是pandas的tutorial
评分好像读得囫囵吞枣……
评分pandas的各种接口和操作方式和R还挺像的
对第二版的翻译已无力吐槽,错误太明显。比如下图句子的in-place意思明明是原地修改,译者非要翻译成原对象,感觉译者计算机的基本素养有待提高,如果知道排序算法中的原地排序就不会这样翻译了,阅读时最好准备好英文版,遇到不通的地方翻阅一下英文版结合代码就可以了。或者...
评分 评分每一个数据分析师或是数据科学家都使用各自不同的技术栈。即使同样使用Python做为主力数据分析语言,每个人会用到的工具组合也不尽相同。 但不管怎么说,对于希望使用python来进行数据分析工作的人来说,学习iPython,NumPy,pandas,matpotlib这个组合是一个目前看来怎么都不...
评分Python for Data Analysis pdf epub mobi txt 电子书 下载 2025