面向数据科学的 Python 编程

Programming with Python for Data Science

Create advanced data visualizations with Python, the language of data scientists, and build on your existing Python skills.

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  • 完成时间大约为 6
  • 中级
  • 英语
注:因开课平台的各种因素变化,以上开课日期仅供参考

你将学到什么

What machine learning is and the types of problems it is adept to solving

How to represent raw data in a manner conducive to deriving valuable information

How to use various data visualization techniques

How to use principal component analysis and isomap intelligently to simplify your data

How to apply supervised learning algorithms to your data, such as random forest and support vector classifier

Concepts such as model selection, pipelining, and cross validation

课程概况

This course is part of the Microsoft Professional Program Certificate in Data Science.

This practical course, developed in partnership with Coding Dojo, targets individuals who have introductory level Python programming experience. The course teaches students how to start looking at data with the lens of a data scientist by applying efficient, well-known mining models in order to unearth useful intelligence, using Python, one of the popular languages for Data Scientists. Topics include data visualization, feature importance and selection, dimensionality reduction, clustering, classification and more! All of the data sets used in this course are gathered live-data or inspired by real-world domains that can benefit from machine learning.

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