Python is one of the most popular languages for business analytics today and continues to grow at an astonishing rate. It’s commonly considered one of the easier programming languages to read and learn—its programming syntax is simple and its commands mimic the English language. It's one of...
This course will teach you advanced statistical and machine learning methods for extracting insight from data. It will build on the techniques introduced in “Business Data Analytics Using Python: Getting the most from your business data”.
Chapter 1 provides an overview of business management problems. Chapter 2 describes how analytics and knowledge management have been used to better cope with these problems. Chapter 3 describes initial data visualization tools. Chapter 4 describes association rules and software support. Chapter 5 ...
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在以前,商业分析对应的英文单词是Business Analysis,大家用的分析工具是Excel,后来数据量大了,Excel应付不过来了(Excel最大支持行数为1048576行),人们开始转向python和R这样的分析工具了,这时候商业分析对应的单词是Business Analytics。 其实python和Excel的使用准则一样,都是[We don't repeat ourselves],都是尽可能用...
Utility functions for "Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python" Resources Readme License MIT license Activity Stars 76stars Watchers 7watching Forks 53forks Report repository Releases5 Maintenance releaseLatest ...
描述性分析(descriptive analytics)是任何分析生命周期的数据科学项目或特定研究的核心组成部分之一。数据聚合(aggregation)、汇总(summarization)和可视化(visualization)是支撑数据分析领域的主要支柱。从传统商业智能(Business Intelligence)开始,甚至到如今人工智能时代,数据可视化都是一个强有力的工具;由于其能有效抽取正确的...
A curated list of awesome resources for practicing data science using Python, including not only libraries, but also links to tutorials, code snippets, blog posts and talks. Core pandas - Data structures built on top of numpy. scikit-learn - Core ML library, intelex. matplotlib - Plotting lib...
• 노드의 특성을 설정할 뿐 아니라 CLEM(Control Language for Expression Manipulation)의 서브세트를 사용 하여 파생을 수행합니다. • 정상적으로 사용자 상호작용을 포함하는 조치의 자동 순차규...
Data Mining for Business Analytics: Concepts,Techniques,and Applications in Python presents an applied approach to data mining concepts and methods,using Python software for illustration Readers will learn how to implement a variety of popular data mining algorithms in Python (a free and open-source ...