Design Thinking and Predictive Analytics for Data Products

所在平台: CourseraArchive

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大学或机构: CourseraNew

课程主页: https://www.coursera.org/archive/design-thinking-predictive-analytics-data-products

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课程大纲

Week 1: Supervised Learning & Regression
Week 2: Features
Week 3: Classification
Week 4: Gradients

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This is the second course in the four-course specialization Python Data Products for Predictive Analytics, building on the data processing covered in Course 1 and introducing the basics of designing predictive models in Python. In this course, you will understand the fundamental concepts of statistical learning and learn various methods of building predictive 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.

数据产品的设计思维和预测分析:这是四门专业的预测数据Python数据产品的第二门课程,以课程1中介绍的数据处理为基础,并介绍了在Python中设计预测模型的基础。在本课程中,您将了解统计学习的基本概念,并学习构建预测模型的各种方法。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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