Principles of Machine Learning

开始时间: 04/22/2022 持续时间: 6 weeks

所在平台: EdxArchive 课程类别: 其他类别 大学或机构: Microsoft 授课老师： Dr. Steve Elston Cynthia Rudin

课程主页: https://www.edx.org/archive/principles-machine-learning-microsoft-dat203-2x

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课程详情

Machine learning uses computers to run predictive models that learn from existing data in order to forecast future behaviors, outcomes, and trends.

In this data science course, you will be given clear explanations of machine learning theory combined with practical scenarios and hands-on experience building, validating, and deploying machine learning models. You will learn how to build and derive insights from these models using R, Python, and Azure Machine Learning.

课程大纲

• Explore classification
• Regression in machine learning
• How to improve supervised models
• Details on non-linear modeling
• Clustering
• Recommender systems

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