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  • Ch. 1: Neural Networks - What's Happening? An Intuitive Introduction to Machine Learning
    LearnData Science, Neural Networks, Science and Technology by manisar in 2021 (Jan 06) updated: 2023, Dec 22.
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    In this chapter, we will be looking at the basics - the idea of prediction, using traditional regression and moving towards learning based methods.

    From traditional regression to neural networks - it's not that big a leap as you might think. In this book, let's get a peek into this transition while appreciating how animal kingdom is already using this strategy. We will be taking help from our friend - intuition - time and again.

    Location: All Content / Science and Technology / Information Technology / Neural Networks - What's Happening? …
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    Chapter 1: The Idea - Why Machine Leaning? What makes it different from linear and other simple regressions?
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  • Ch. 1.1: Neural Networks - What's Happening? An Intuitive Introduction to Machine Learning
    LearnData Science, Neural Networks, Science and Technology by manisar in 2021 (Aug 28) updated: 2023, Oct 21.
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    Location: All Content / Science and Technology / Information Technology / Neural Networks - What's Happening? …
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    MNIST: The 'Hello World' of Machine Learning Programming
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  • Ch. 3: Neural Networks - What's Happening? An Intuitive Introduction to Machine Learning
    LearnData Science, Neural Networks, Science and Technology by manisar in 2021 (Jan 06) updated: 2021, Sep 26.
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    After constructing the theoretical framework in the last chapter, we will now be dealing with some of the practical difficulties.

    From traditional regression to neural networks - it's not that big a leap as you might think. In this book, let's get a peek into this transition while appreciating how animal kingdom is already using this strategy. We will be taking help from our friend - intuition - time and again.

    Location: All Content / Science and Technology / Information Technology / Neural Networks - What's Happening? …
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    Let's Look at some of the Practical Difficulties
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  • Neural Networks - What's Happening? An Intuitive Introduction to Machine Learning
    LearnData Science, Neural Networks by manisar in 2020 (Dec 28) updated: 2021, Jul 28.

    From traditional regression to neural networks - it's not that big a leap as you might think. Let's get a peek into this transition while appreciating how biology has figured out this strategy and worked it to almost perfection. We will be taking help from our friend - intuition - time and again.

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  • Ch. 4.1: Neural Networks - What's Happening? An Intuitive Introduction to Machine Learning
    LearnData Science, Neural Networks, Science and Technology by manisar in 2021 (Jul 01) updated: 2021, Jul 03.
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    In this chapter, we'll be looking at the description of recurrent neural network (RNN).

    Location: All Content / Science and Technology / Information Technology / Neural Networks - What's Happening? … / Types of Neural Networks
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    Recurrent Neural Network - RNN
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  • Types of Neural Networks
    LearnData Science, Neural Networks, Science and Technology by manisar in 2021 (Jul 02) updated: 2021, Jul 02.
    Location: All Content / Science and Technology / Information Technology / Neural Networks - What's Happening? …
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  • Ch. 2: Neural Networks - What's Happening? An Intuitive Introduction to Machine Learning
    LearnData Science, Neural Networks, Science and Technology by manisar in 2021 (Jan 06) updated: 2021, Jun 27.
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    In this chapter, we will be sharpening our theoretical tools and sneak our way into the mathematics of neural networks.

    From traditional regression to neural networks - it's not that big a leap as you might think. In this book, let's get a peek into this transition while appreciating how animal kingdom is already using this strategy. We will be taking help from our friend - intuition - time and again.

    Location: All Content / Science and Technology / Information Technology / Neural Networks - What's Happening? …
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    Chapter 2: Beating the Theoretical Difficulties and Making Gradient Descent Work
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