Process & Applications

Predictive Analytics    |    Beginner
  • 8 videos | 32m 30s
  • Includes Assessment
  • Earns a Badge
Rating 4.4 of 164 users Rating 4.4 of 164 users (164)
Predictive analytics uses techniques, such as statistics and machine learning, to build predictive models, often using big data to test and validate these models. Explore key features of predictive analytics and big data.

WHAT YOU WILL LEARN

  • Recognize what predictive analytics is, the types of models used, and what its goals are
    Recognize what types of questions are answered by predictive analytics and who uses it
    Identify key features of predictive analytics
    Recognize key features of big data
  • Recognize the considerations of using big data and what the sources are
    Identify key features of time series, uplift, and logistic models
    Identify key features of classification trees, neural networks, support vector machines, and bayesian networks
    Recognize key differences between predictive analytics and traditional business intelligence

IN THIS COURSE

  • 3m 51s
    After completing this video, you will be able to recognize what predictive analytics is, the types of models used, and what its goals are. FREE ACCESS
  • 5m 1s
    After completing this video, you will be able to recognize what types of questions are answered by predictive analytics and who uses it. FREE ACCESS
  • Locked
    3.  Features of Predictive Analytics Models
    4m 44s
    Learn how to identify key features of predictive analytics. FREE ACCESS
  • Locked
    4.  Big Data
    4m 8s
    After completing this video, you will be able to recognize key features of big data. FREE ACCESS
  • Locked
    5.  Big Data Considerations and Sources
    3m 1s
    After completing this video, you will be able to recognize the considerations for using big data and what the sources are. FREE ACCESS
  • Locked
    6.  Time Series, Uplift, and Logistic Models
    4m 52s
    Learn how to identify key features of time series, uplift, and logistic models. FREE ACCESS
  • Locked
    7.  Other Advanced Predictive Analytics Models
    3m 33s
    In this video, you will learn how to identify key features of classification trees, neural networks, support vector machines, and Bayesian networks. FREE ACCESS
  • Locked
    8.  Predictive Analytics vs. Traditional BI
    3m 20s
    Upon completion of this video, you will be able to recognize key differences between predictive analytics and traditional business intelligence. FREE ACCESS

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.

Digital badges are yours to keep, forever.

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