|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/sprint-the-data-science-interview/
课程评论：没有评论
**课程名称：** 冲刺数据科学面试 (Sprint the Data Science Interview) **课程概述：** 本课程旨在为数据科学面试提供快速的准备指导。数据科学是一个涉及计算机科学、数学、统计学和领域知识的多学科领域。成功应对数据科学面试需要具备算法、SQL、概率论、统计学、计量经济学、问题解决、机器学习、优化、叙事和演示等方面的知识和技能。 本课程将重点讲解概率论、统计学以及机器学习的多个方面。通过学习本课程，学员将能快速启动数据科学面试的准备工作。
Data Science is a multidisciplinary which involves Computer Science, Mathematics, Statistics and Domain Knowledge. Preparation for an interview in data science would require knowledge and expertise in a subset of the above disciplines. To summarize one would require skills on Algorithms, SQL, Probability, Statistics, Econometrics, Problem Solving, Machine Learning, Optimization, storytelling and presentation skills. In this course, I would cover few questions on Probability, Statistics and different aspects of Machine Learning. This course can act as a quick preparatory guide to kick start your preparation for a data science interview.
