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Machine Learning with Data Reduction in Excel, R, and Power BI Preview

Machine Learning with Data Reduction in Excel, R, and Power BI

With Helen Wall Liked by 684 users
Duration: 3h 32m Skill level: Intermediate Released: 2/9/2022

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Course details

Analytics is a big part of how the world does data science. But did you know that you can use applications like Excel, R, and Power BI for high-dimensional data reduction with machine learning models and algorithms? In this course, instructor Helen Wall gives you an overview of machine learning and data reduction techniques that enable you to analyze large datasets and determine trends with a variety of different classifications.

Learn about machine learning models like clusters and anomaly detection algorithms. Find out more about distance, dimensionality, and granularity, as you explore dimensional and numerical data reduction techniques, analytic models, and visualization tools in Excel, R, and Power BI. Along the way, get tips on how to integrate your methods so you can scale them for sharing with a wider audience.

Skills you’ll gain

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Share what you’ve learned, and be a standout professional in your desired industry with a certificate showcasing your knowledge gained from the course.

Sample certificate

Certificate of Completion

  • Showcase on your LinkedIn profile under “Licenses and Certificate” section

  • Download or print out as PDF to share with others

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Meet the instructor

Learner reviews

4.7 out of 5

89 ratings
  • 5 star
    Current value: 68 76%
  • 4 star
    Current value: 17 19%
  • 3 star
    Current value: 4 4%
  • 2 star
    Current value: 0 0%
  • 1 star
    Current value: 0 0%
  • Khaled M. Ali Aklan Albanna Khaled M. Ali Aklan Albanna

    Khaled M. Ali Aklan Albanna

    IT Advisor | AI (Expert Systems & Data Science) | Banking and ERP Systems

    5/5 April 15, 2023
    Excellent section, Thanks
    Helpful · Report
  • Alejandro Terova Gabriel Alejandro Terova Gabriel

    Alejandro Terova Gabriel

    Lead Engineer Fleet Management

    4/5 December 11, 2022
    It is clear
    Helpful · Report
  • Muthu ganeshrr Muthu ganeshrr

    Muthu ganeshrr

    Lead -Setter Out-Havelock One Interiors

    5/5 August 19, 2022
    I would like to recommend this course to anyone who works in project planning, retail, logistics, and supply chain since so far, the experience has been positive. Basically, my profession entails a lot of Excel data analysis, so I took this course to sharpen my skills.
    Helpful · Report

Contents

What’s included

  • Practice while you learn 1 exercise file
  • Test your knowledge 5 quizzes
  • Learn on the go Access on tablet and phone

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