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Literacy Essentials : Core Concepts Convolutional Neural Network

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Alex Schultz

1:06:46

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  • 01. Course Overview.mp4
    01:23
  • 02. Introduction.mp4
    02:09
  • 03. Course Outline.mp4
    02:02
  • 04. How Computers See Images.mp4
    05:15
  • 05. Solving Computer Vision Problems before Convolutional Neural Networks.mp4
    03:11
  • 06. Common Convolutional Neural Network Use Cases.mp4
    02:09
  • 07. Summary.mp4
    01:28
  • 08. Introduction.mp4
    01:42
  • 09. Artificial Neural Networks.mp4
    07:41
  • 10. Model Training.mp4
    07:25
  • 11. Convolution Basics.mp4
    02:37
  • 12. Convolutional Layers.mp4
    08:29
  • 13. Pooling Layer.mp4
    01:49
  • 14. CNN Structure.mp4
    02:30
  • 15. Fine-tuning.mp4
    03:05
  • 16. Summary.mp4
    02:08
  • 17. Introduction.mp4
    00:36
  • 18. Popular Convolutional Neural Networks.mp4
    04:40
  • 19. Deep Learning Tools and Frameworks.mp4
    05:38
  • 20. Summary.mp4
    00:49
  • Description


    This course will teach you the fundamental concepts required to understand how convolutional neural networks work.

    What You'll Learn?


      Convolutional Neural Networks have given computers a near human-level ability to make sense of image data. In this course, Literacy Essentials: Core Concepts Convolutional Neural Network, you’ll develop a fundamental understanding of how convolutional neural networks operate. First, you’ll explore the layers that make up convolutional neural networks. Next, you’ll discover how those layers, when trained on a dataset, work together to identify classes in an image. Finally, you’ll learn how to use existing convolutional neural networks with minimal effort. When you’re finished with this course, you’ll have the skills and knowledge required to understand how CNNs (Convolutional Neural Network) work so you can start exploring more advanced Convolutional Neural Networks needed to add understanding of images to your applications.

    More details


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    Alex Schultz
    Alex Schultz
    Instructor's Courses
    Alex Schultz an award-winning machine learning software engineer with over 10 years of experience working across the entire development stack. In that time he's worked with many languages and frameworks and built applications for everything ranging from mobile and IOT, to front-end web development, to scalable backend web services. He ran the Amazon Web Services (AWS) User Group in his hometown for three years and is also a former AWS Machine Learning Hero.
    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 20
    • duration 1:06:46
    • level preliminary
    • Release Date 2023/12/15