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Search Results for 'pages having Categories in Learn'

  • How to Make Private Updateable Clone in Git
    LearnInformation Technology Reference by manisar in 2021 (Jul 04) updated: 2023, Dec 24.
    Location: All Content / Science and Technology / Information Technology / Coding and Development - Reference …
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    Create private equivalent of a fork of a public repo on github
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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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  • Standard Deviation (σ) vs. Mean Absolute Deviation (MAD)
    LearnMathematics by manisar in 2020 (Jul 15) updated: 2023, Jul 15.
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    Why do we use standard deviation at most places when we have conceptually easier to understand mean absolute division? Let's try to figure it out.

    Location: All Content / Science and Technology / Mathematics
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    A Simple yet Interesting Question in Statistics
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  • VS Code Remote Explorer + SSH + Password-less Login
    LearnInformation Technology, Science and Technology Reference by manisar in 2022 (Jul 07) updated: 2022, Jul 07.
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    It's possible! With VS Code, we can connect to a Linux machine from Windows and work on our code as if the code was sitting on our host machine.

    Further, we can even configure VS Code to read our SSH config and present us with our pre-configured connections along with the option of using public key authentication.

    Location: All Content / Science and Technology / Information Technology / Coding and Development - Reference …
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    Some Important Tweaks
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  • 2FA and Authenticator Apps - The Issues and the Way Out!
    LearnInformation Technology, Science and Technology Reference by manisar in 2022 (Mar 15) updated: 2022, May 01.
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    A truly portable and secure solution for managing your 2FA accounts! No need to worry about losing your laptop, phone or changing from Android to iOS or vice versa (well, at least in terms of having your 2FA accounts reconfigured 🙂).

    Location: All Content / Science and Technology / Information Technology / Coding and Development - Reference …
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  • Knight's Tour on A Chessboard
    LearnInformation Technology Tools by manisar in 2020 (May 18) updated: 2022, Jan 06.
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    Find solution to a knight's tour problem starting with any position.

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  • Tensors in Physics - Once and For All
    LearnPhysics by manisar in 2021 (Jul 06) updated: 2021, Oct 24.
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    What is a Tensor - in real physical sense? Is it a complex physical entity, a double vector, or just a mathematical notation with no physical meaning? Have an understanding from different points of view.

    Location: All Content / Science and Technology / Physics
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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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  • Show Markdown from within Code Cells in Jupyter and VS Code's Python Interactive
    LearnInformation Technology Reference by manisar in 2021 (Jul 26) updated: 2021, Sep 21.
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  • Sudoku Solver
    LearnInformation Technology Tools by manisar in 2020 (Apr 20) updated: 2021, Sep 10.
    A typical Sudoku grid

    A simple 9x9 Sudoku Solver tool using backtracking. The current version runs on Python.

    Location: All Content / Reference / Tools
    From the page
    This page utilizes a service that solves a 9x9 Sudoku. The service is written in Python.
    Open this page for seeing more
  • Information Theory - Rationale Behind Using Logarithm for Entropy, and Other Explanations
    LearnData Science, Machine Learning, Mathematics by manisar in 2021 (Jan 13) updated: 2021, Sep 10.

    See the Information Theory in a new light. Understand intuitively how the information of an event naturally relates to its probability and encoding
    And, it's nice to know that understanding information theory helps in getting some of the aspects of machine learning as well.

    Location: All Content / Science and Technology / Mathematics
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  • Numpy Array - Sum, Axes and Dimensions
    LearnInformation Technology by manisar in 2021 (Jun 15) updated: 2021, Aug 11.
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    Location: All Content / Science and Technology / Information Technology / Concepts
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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.

    Location: All Content / Science and Technology / Information Technology
    This page has sub pages
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  • How Do Objects Float?
    Know LearnPhysics by manisar in 2020 (May 17) updated: 2021, Jul 27.
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    Archimedes' principle is straightforward, but let's see if there are other more natural explanations.

    Location: All Content / Science and Technology / Physics
    From the page
    Multiple Explanations
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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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  • Monty Hall Paradox Test Tool
    Learn Tools by manisar in 2020 (Oct 26) updated: 2021, Feb 09.
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    A very beautiful, counterintuitive and yet so simple puzzle! Have a look here, and see for yourself intuitively why it works.

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  • The Monty Hall Paradox Probability Equations
    LearnMathematics by manisar in 2020 (Oct 28) updated: 2021, Feb 09.
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    Let's derive the probability equations that govern the predictions of the famous Monty Hall problem. Doing it for generalized number of total, closed and open doors gives us a better understanding and deeper satisfaction!

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  • Information Technology
    LearnInformation Technology in 2020 (Dec 31) updated: 2021, Jan 22.
    Location: All Content / Science and Technology
    This page has sub pages
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  • An Intuitive Look at Euler's Formula (and All the Numbers!)
    LearnMathematics by manisar in 2020 (Aug 05) updated: 2021, Jan 12.
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    Let's dissect one of the (if not the) most beautiful equations in mathematics.

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  • Stock Quotes Scraping
    LearnInformation Technology Tools by manisar in 2020 (Apr 20) updated: 2020, Nov 23.

    A demo tool for scraping share prices from Google Finance.

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    This is a demo tool for scraping quotes from Google Finance.
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  • The Relativity of Physics and The Physics of Relativity
    LearnPhysics by manisar in 2020 (Apr 21) updated: 2020, Sep 03.
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    A humble attempt at explaining the relativity of physics and the physics of relativity, with special treatment to vector analysis. Some knowledge of calculus is required.

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