Data Collection & Exploration

Predictive Analytics    |    Intermediate
  • 10 videos | 39m 22s
  • Includes Assessment
  • Earns a Badge
Likes 157 Likes 157
Most data that organizations collect doesn't offer much value. However, by applying the right techniques, you can extract powerful insights from the stockpile of data. Discover data collection and exploration for best possible prediction.

WHAT YOU WILL LEARN

  • identify what data is valuable for prediction
    recognize the different data timeframes and quantity of data needed to build predictive models
    identify common sources of data
    recognize key concepts of extracting, transforming, and loading data
    recognize the important features of data warehousing and marts
  • identify key features of RDBMS and Hadoop
    identify important aspects of data collection
    recognize elements of data collection strategy
    recognize various ways exploration helps in understanding data
    list key steps in the data exploration roadmap

IN THIS COURSE

  • 4m 37s
    Learn how to identify what data is valuable for making predictions. FREE ACCESS
  • 5m 4s
    Upon completion of this video, you will be able to recognize the different data timeframes and the quantity of data needed to build predictive models. FREE ACCESS
  • Locked
    3.  Common Data Source
    3m 7s
    In this video, you will learn how to identify common data sources. FREE ACCESS
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    4.  Extract, Transform, and Load Data
    3m 14s
    Upon completion of this video, you will be able to recognize key concepts of data extraction, transformation, and loading. FREE ACCESS
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    5.  Data Warehousing and Data Marts
    4m 7s
    After completing this video, you will be able to recognize the important features of data warehouses and data marts. FREE ACCESS
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    6.  Relational Database Management System and Hadoop
    3m 53s
    In this video, you will learn how to identify key features of RDBMS and Hadoop. FREE ACCESS
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    7.  Data Collection Considerations
    5m 38s
    In this video, you will learn how to identify important aspects of data collection. FREE ACCESS
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    8.  Data Collection Strategy
    2m 32s
    After completing this video, you will be able to recognize elements of a data collection strategy. FREE ACCESS
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    9.  Data Exploration Objectives
    4m 30s
    Upon completion of this video, you will be able to recognize various ways that exploration helps in understanding data. FREE ACCESS
  • Locked
    10.  Data Exploration Roadmap
    2m 42s
    Upon completion of this video, you will be able to list key steps in the data exploration process. FREE ACCESS

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

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