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Understanding Machine Learning

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David Chappell

43:08

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  • 01 - Course Overview.mp4
    01:20
  • 02 - Introduction.mp4
    01:04
  • 03 - Getting Started.mp4
    01:31
  • 04 - Finding Patterns.mp4
    02:33
  • 05 - Machine Learning in a Nutshell.mp4
    00:55
  • 06 - Why Is Machine Learning So Hot Right Now.mp4
    03:20
  • 07 - The Ethics of Machine Learning.mp4
    02:27
  • 08 - The Main Points.mp4
    00:41
  • 09 - Getting Started.mp4
    01:09
  • 10 - Asking the Right Question.mp4
    02:04
  • 11 - Illustrating the Machine Learning Process.mp4
    02:52
  • 12 - Example Machine Learning Scenarios.mp4
    05:55
  • 13 - The Main Points.mp4
    00:59
  • 14 - Getting Started.mp4
    00:41
  • 15 - Some Terminology.mp4
    01:53
  • 16 - Data Pre-processing.mp4
    01:57
  • 17 - Categorizing Machine Learning Problems.mp4
    02:09
  • 18 - Styles of Machine Learning Algorithms.mp4
    01:08
  • 19 - Training and Testing a Model.mp4
    04:53
  • 20 - Using a Model.mp4
    00:52
  • 21 - Implementing Machine Learning.mp4
    01:58
  • 22 - Summary.mp4
    00:47
  • Description


    Need a short, clear introduction to machine learning? Watch this.

    What You'll Learn?


      Hello! My name is David Chappell, and I’m the author of Understanding Machine Learning here at Pluralsight.

      Have you ever wondered what machine learning is? That’s what this course is designed to teach you. You’ll explore the open source programming language R, learn about training and testing a model as well as using a model. By the time you’re done, you’ll have a clear understanding of exactly what machine learning is all about.

      It’s all ready and waiting for you – jump in whenever you’re ready, and thanks for visiting me here at Pluralsight.

    More details


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    David Chappell
    David Chappell
    Instructor's Courses
    David Chappell is Principal of Chappell & Associates in San Francisco, California. Through his speaking, writing, and consulting, he helps people around the world understand, use, and make better decisions about new technology. David has been the keynote speaker for more than a hundred conferences and events on five continents, and his seminars have been attended by tens of thousands of IT leaders, architects, and developers in forty-five countries. His books have been published in a dozen languages and used regularly in courses at MIT, ETH Zurich, and many other universities. David has also been a Series Editor for Addison-Wesley and a columnist for several publications. In his consulting practice, he has helped clients such as Hewlett-Packard, IBM, Microsoft, Stanford University, and Target Corporation adopt new technologies, market new products, and educate their customers and staff. David's comments have appeared in The New York Times, CNN.com, and many other publications. Earlier in his career, he wrote networking software, chaired a U.S. national standardization working group, and played keyboards with the Peabody-award-winning Children's Radio Theater. David holds a B.S. in Economics and an M.S. in Computer Science, both from the University of Wisconsin-Madison.
    Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.
    • language english
    • Training sessions 22
    • duration 43:08
    • level preliminary
    • Release Date 2023/10/11