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 book provides an overview of data mining methods in the field of business. Business management faces challenges in serving customers in better ways, in identifying risks, and analyzing the impact of decisions. Of the three types of analytic tools, descriptive analytics focuses on what has hap...
20-Python-Libraries-You-Aren-t-Using-But-Should-.pdf 2011 Problem Solving with Algorithms and Data Structures Using Python 2nd ed.pdf 21_Recipes_for_Mining_Twitter.pdf A Primer on Scientific Programming with Python.pdf A-Book-about-the-Film-Monty-Python-s-Life-of-Brian-All-the-References-fro...
How to use popular Python packages for business analytics (pandas for data manipulation and scikit-learn for modeling) How to divide data into training and testing data sets for validation How to preprocess data for machine learning The distinction between supervised and u...
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...
PySparkis the Python API for Apache Spark. Spark is a distributed computing framework for big data processing. It serves as a unified analytics engine, built with speed, ease of use, and generality in mind. Spark offers modules for streaming, machine learning, and graph processing. It’s also...
AD699: Data Mining for Business Analytics Fall 2018 Homework #4 Due: Monday, 09NOV 11:59 p.m. Unsupervised Learning Part I: Association Rules For this portion of the assignment, we will be using data from audioscrobbler. The data can be found in the nutshell package. The data set is ta...
Python for Data Analytics Python Libraries for Data Analytics Conclusion Applications of Data Analytics Data analytics is implemented in almost every business industry. Here are some of the main applications of data analytics: Healthcare: The application of data analytics in medical research has the po...