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所在平台: Udemy |
课程主页: https://www.udemy.com/course/data-science-interview-preparation/
课程评论：没有评论
**课程名称：** 数据科学面试准备 **课程概述：** 本课程旨在为数据科学求职者提供方向和指导，通过大量的实操和练习题，帮助他们应对各种类型的数据科学面试。无论您是申请入门级、高级、资深数据科学家职位，还是拥有十年以上经验的专业人士，本课程都适用。 课程涵盖了数据科学面试中的所有重要主题，包括： * SQL * Python * 机器学习模型构建 * 机器学习系统设计 * 产品分析与指标 * 统计学 * A/B 测试 * 概率 * 行为和文化契合度面试 本课程中 90% 的练习题都曾出现在财富 100 强公司的面试中。您可以根据自己的需求，随意选择章节顺序学习。 **课程内容：** * 实操练习题 * 模板 * 准备技巧 * 解决方案 * 可下载的数据集 * Python 和 SQL 代码 **请注意：** 本课程**不包含** Python、SQL 或部分统计学概念的基础知识教学。学习本课程的前提是您已掌握这些基础概念，并希望通过本课程进行面试实践。您将可以使用 Python Notebook 和 SQL 编辑器进行练习。
The objective of this course is to provide the candidate with the right direction and proper guidance so that candidate must get ready for any kind of Data Science interview through Hands-on and practice questions in each possible rounds.This course is for anyone who is preparing for Data Science Interview whether you are applying for Entry Level Data Scientist or Senior Data Scientist or Lead/staff Data Scientist or 10+ Years of Experience.This course has covered all the possible important topics such as SQL, Python, Machine Learning Building, ML Design,Product Analytics and Metrics, Statistics, AB Testing, Probability, Behavior and Cultural Fit Rounds etc.90% of the practice questions in this course have previously come in the Fortune Top 100 companies' interviews.Follow the chapters in any order and you can pick and select any course in any order as per your requirement.This course has covered Hands-on Practice Questions, Templates, preparation tips, Solutions, downloadable datasets as well as Python and SQL codes.what you should not expect from the course ? This course will not cover like teaching fundamental concepts on python or SQL or ML. or some of the statistical concepts. In fact this is one of the pre-requisite that you already know the fundamental concepts and through this course you want to practice for your DS interviews. Moreover, You have access to Python Notebook and SQL editor.
