Basic Data Processing and Visualization

所在平台: CourseraArchive

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大学或机构: CourseraNew

课程主页: https://www.coursera.org/archive/basic-data-processing-visualization-python

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课程大纲

Week 1: Introduction to Data Products
Week 2: Reading Data in Python
Week 3: Data Processing in Python
Week 4: Python Libraries and Toolkits

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This is the first course in the four-course specialization Python Data Products for Predictive Analytics, introducing the basics of reading and manipulating datasets in Python. In this course, you will learn what a data product is and go through several Python libraries to perform data retrieval, processing, and visualization. This course will introduce you to the field of data science and prepare you for the next three courses in the Specialization: Design Thinking and Predictive Analytics for Data Products, Meaningful Predictive Modeling, and Deploying Machine Learning Models. At each step in the specialization, you will gain hands-on experience in data manipulation and building your skills, eventually culminating in a capstone project encompassing all the concepts taught in the specialization.

基本数据处理和可视化:这是用于预测性分析的四门专业Python数据产品的第一门课程,介绍了读取和操作Python数据集的基础。在本课程中,您将学习什么是数据产品,并通过几个Python库执行数据检索,处理和可视化。 本课程将向您介绍数据科学领域,并为接下来的三门专业课程做好准备:数据产品的设计思维和预测分析,有意义的预测建模以及部署机器学习模型。在专业化的每个步骤中,您都将获得动手实践的数据处理和技能建设经验,最终将完成一个涵盖该专业中教授的所有概念的顶点项目。

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