Final Exam: Raw Data To Insights

Data 2021    |    Intermediate
  • 1 Video | 10m 32s
  • Includes Assessment
  • Earns a Badge
Final Exam: Raw Data To Insights will test your knowledge and application of the topics presented throughout the Raw Data To Insights track of the Skillsoft Aspire Data for Leaders and Decision Makers Journey.

WHAT YOU WILL LEARN

  • compare the roles of Machine Learning Engineers and Data Scientists
    define and compare Data Science, Data Analytics and Machine Learning and their use cases for Business Management
    define key characteristics and requirements for the Data Collection pipeline
    describe broadly how a Machine Learning algorithm works
    describe broadly how a neural network works
    describe how Descriptive Analysis can be used to drive business decision making
    describe how good visualization of data can become a key business driver
    describe the prospects of Predictive Analytics alongside its most promising fields of study
    describe the purpose of the Data Validation process and name major steps in Data Validation
    describe the role of Data Science and Data Analysis in Modern Business
  • identify key advantages of using Computer Vision in Predictive Analytics pipelines
    identify key advantages of using NLP techniques in Predictive Analytics pipelines
    list the processes essential to preparing data and specify their role
    name advanced visualization techniques and describe their use cases
    name and define major types of Machine Learning used in Business Management
    name the association rules used in Data Mining and specify their roles
    name the steps and processes essential to any Data Science project
    specify several ways to clean the dataset and describe why data cleaning is necessary
    specify the business perspective in relation to data analysis and predictive modeling
    specify the role of Deep Learning and Artificial Neural Networks when dealing with data

IN THIS COURSE

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    Raw Data To Insights
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EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

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