《数据科学工程实践》一书的Jupyter Notebook库，以及交流园地。

Jupyter Notebook Praktikum Projects. This is repository with data analyst educational projects from Yandex.Praktikum.

A/B tests are very commonly performed by data analysts and data scientists. It is important that you get some practice working with the difficulties of these. For this project, you will be working to understand the results of an A/B test run by an e-commerce website. Your goal is to work through this notebook to help the company understand if th…

Analytics and ML notebooks

Marketing Campaigns A/B Testing on Jupyter Notebook

Analyze ab test results udacity project

For this project, I was working to understand the results of an A/B test run by an e-commerce website. The company has developed a new web page in order to try and increase the number of users who "convert," meaning the number of users who decide to pay for the company's product. My goal was to work through this notebook to help the company unde…

A collection of R notebooks to analyze data from the Digital Optimization Group Platform

Marketing Campaigns analysis using A/B Testing on Jupyter Notebook

A notebook implementing A/B Testing on a new feature of Cookie Cats game

An analysis of the medical A/B test results using Python Jupyter Notebook. Features cleaning of data, exploration and insights.

Collection of Jupyter Notebooks covering fundamental concepts such as hypothesis testing, statistical power, and various tests for one or two samples, as well as variance. Most functions and test are written from scratch for educational purposes.

In collaboration with Google, Udacity provides an introductory course to A/B testing. The course covers the experiment design and test results analysis approaches. This report and notebook provide a walkthrough of the course's final project, including choosing and characterizing metrics, determining experiment size and duration, and analyzing te…

For this project, I worked to understand the results of an A/B test run by an e-commerce website. My goal is to work through this notebook to help the company understand if they should implement the new page, keep the old page, or perhaps run the experiment longer to make their decision.

Cookie Cats is a hugely popular mobile puzzle game, it's a classic "connect three"-style puzzle game. in this notebook we're going to analyze an AB-test where we moved the first gate in Cookie Cats from level 30 to level 40. In particular, we will look at the impact on player retention.

For this project, I used the concept of A/B test run by an e-commerce website. The company has developed a new web page in order to try and increase the number of users who "convert," meaning the number of users who decide to pay for the company's product. My goal is to work through this notebook to help the company understand if they should imp…