Название: Business Data Science: Combining Machine Learning and Economics to Optimize, Automate, and Accelerate Business DecisionsАвтор: Matt Taddy
Издательство: McGraw-Hill Education
Год: 2019
Формат: epub
Страниц: 352
Размер: 24.6 Mb
Язык: English
With Business Data Science, readers will learn:
The key ingredients that make ML work, without getting lost in the hype, and a playbook for how ML and AI can be used to solve business problems
A wealth of real-world examples, including applications of text analysis, pricing and demand estimation, A/B experiments, and customer behavior analysis
How to move from correlation to causation and to use ML tools to make business decisions
An example-driven education in scripting in R, including a wealth of R-code examples, giving you a launch pad for your own work
Scalable frameworks ideal for modern cloud computing environments