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Predictive Analytics Essential Training: Data Mining 预览

Predictive Analytics Essential Training: Data Mining

讲师: Keith McCormick 1,229 位用户赞了
时长: 1 小时 56 分钟 技能水平: 中级 发布日期: 2021/10/7

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课程详情

Are you a data science practitioner, looking to develop or enhance your skills in predictive analysis and data mining? This course provides several “big picture” insights, via instructor Keith McCormick, a veteran practitioner who has completed dozens of real-world projects. Keith begins by introducing you to key definitions and processes that you will need to complete the course successfully. He steps you through defining the problem you need your predictive analysis to address, then focuses on how to make sure you meet the data requirements and how good data preparation improves your data mining projects. Keith dives into the skill sets and resources that you need and the problems you will face. Then he goes over the steps to find the solution and put it to work with probabilities, propensities, missing data, meta modeling, and much more. Keith finishes up with detailed explanations of CRISP-DM and Tom Khabaza’s nine laws of data mining, plus Tom’s new 10th law.

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学员评价

4.7 分，最高 5 分

1,079 条评分
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  • Muhammad Asif Khan Muhammad Asif Khan

    Muhammad Asif Khan

    MBA, MIM, MSBA | Business Analysts | Information Manager |

    5/5 2025年1月29日
    The course provides basics and is evenly divided into sections. The delivery speed is good for non-native students to follow. There is a need to add some more practical aspects alongside the extensive theoretical presentation.
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  • Ana Carolina Bock Ana Carolina Bock

    Ana Carolina Bock

    Reporting Analytics | Data Analyst | Data-Driven AI | Lifelong Learner

    5/5 2025年1月12日
    It is a solid foundational course for anyone interested in learning the basics of predictive analytics and data mining. The instructor’s explanations are straightforward and accessible, making complex concepts manageable for beginners. Visuals and demonstrations are well-integrated to support understanding. Great Job Keith! Waiting to keep learning in the following course!
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内容

课程内容

  • 知识测验 8 个测验
  • 随时随地学习 可在平板电脑和手机上访问
  • 了解最新知识 继续教育单元

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