A/B Testing in Python

所在平台: Udemy

课程主页: https://www.udemy.com/course/ab-testing-in-python/

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课程简介

课程名称:Python中的A/B测试 概述:A/B测试是一种帮助公司基于数据做出可靠决策的工具。掌握这一基本技能是成为数据科学家或数据分析师的关键。如果你想要进入这一领域,这门课程非常适合你!授课老师Anastasia是一位在斯德哥尔摩一家音乐流媒体初创公司工作的高级数据科学家,拥有商业智能和计算机科学两个硕士学位,并在短短三年内从应届毕业生成长为高级职位。Anastasia为数家拥有数亿月度用户的大型科技公司进行了大量A/B测试。 通过本课程,你将学习到如何: - 定义A/B测试 - 开展A/B测试 - 独立分析A/B测试结果 在学习过程中,Anastasia将带领你通过一个虚构公司的A/B测试过程,该案例研究涵盖了从A/B测试流程的起点到终点的所有内容,包括一些高级考虑。此外,Anastasia还会分享她的经验,帮助你准备面试中关于A/B测试的相关问题。 与传统的统计教材和理论培训不同,这门Python中的A/B测试课程将教你如何为拥有数百万或数亿用户的数字产品设计A/B测试。这是一门从商业、技术和数据分析角度全面了解A/B测试流程的难得课程。 本课程非常适合以下人群: - 希望学习工作中所需基本技能的数据科学学生 - 对A/B测试没有经验的初级数据科学家 - 希望了解如何在公司中开展A/B测试以改善所开发产品的软件开发者和产品经理 你将学习到一种能改变公司业务和推动你职业发展的宝贵技能。那么,你还在等什么?点击“立即购买”按钮,让我们今天开始这段旅程吧!

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课程详情

A/B testing is a tool that helps companies make reliable decisions based on data.This is one of the fundamental skills you need to land a job as a data scientist or data analyst.Do you want to become a data scientist or a data analyst?If you do, this is the perfect course for you!Your instructor Anastasia is a senior data scientist working at a Stockholm-based music streaming startup. She has earned two Master's degrees in Business Intelligence and Computer Science, and grown from a recent graduate to a Senior role in just 3 years. Anastasia has performed a significant number of A/B tests for large tech companies with hundreds of millions monthly users.By taking this course, you will learn how to:· Define an A/B test· Start an A/B test· Analyse the results of an A/B test on your ownAlong your learning journey Anastasia will walk you through an A/B testing process for a fictional company with a digital product. This case study unfolds throughout the course and touches on everything from the very beginning of the A/B testing process to the very end including some advanced considerations. Moreover, Anastasia takes some time to share with you her advice on how to prepare for the questions on the A/B test interview for a data scientist or data analyst position.One strong point of differentiation from statistical textbooks and theoretical trainings is that the A/B Testing in Python course will teach you how to design A/B tests for digital products that have millions or hundreds of millions of users. It is a rare overview of the A/B testing process from a business, technical, and data analysis perspective.This is the perfect course for you if you are:- a data science student who wants to learn one of the fundamental skills needed on the job- junior data scientists with no experience with A/B testing- software developers and product managers who want to learn how to run A/B tests in their company to improve the product they are buildingYou will learn an invaluable skill that can transform a company's business (and your career along the way).So, what are you waiting for?Click the ‘Buy now' button and let's begin this journey today!

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