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machine learning is just statistics

Machine Learning is just Statistics. This is a very provocative statement

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  • To say “machine learning is just statistics” is as stupid
    To say “machine learning is just statistics” is as stupid

    Sep 14, 2021 To say “machine learning is just statistics” is as stupid as saying that physics… Why the LAPD collects social media info on civilians they stop; Social Media Platforms Pledge to Push ‘Positive Content’ on Chinese Culture; Tips for Feature Selection in Machine Learning. There are three main classes of

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  • Machine Learning vs Statistics | Top 10 Useful Comparison
    Machine Learning vs Statistics | Top 10 Useful Comparison

    Machine learning vs statistics is not two different wide concepts. They both are associated with one another. Without statistics, one cannot build a model and there is no reason just doing statistical analysis on the data. It leads to building the model. 5. Even after building the model, to

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  • The Actual Difference Between Statistics and Machine Learning
    The Actual Difference Between Statistics and Machine Learning

    Mar 24, 2019 The nature of how we have just defined machine learning introduced the problem of overfitting and justified the need for having a training and test set when performing machine learning. This is not an inherent feature of statistics because we are not trying to minimize our empirical risk

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  • Why Machine Learning Needs Semantics Not Just Statistics
    Why Machine Learning Needs Semantics Not Just Statistics

    Jan 15, 2019 A machine learning algorithm, on the other hand, might recognize that the strongest signal differentiating a dog from a cat is whether the photo is a bright outdoor photo or a dim indoor photo

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  • Statistics, Machine Learning and AI: More Than Just “Take
    Statistics, Machine Learning and AI: More Than Just “Take

    Mar 19, 2017 Mar 19, 2017 Unfortunately, with the precise rela t ionships among traditional statistics, machine learning and artificial intelligence rigorously debated, it is easy to excuse machine learning as still quite “experimental.” The truth is, the origins and application of machine learning date back almost 40 years to the 1980s — its concepts and practice

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  • Machine Learning Facts, Trends and Statistics for 2019-2020
    Machine Learning Facts, Trends and Statistics for 2019-2020

    Oct 18, 2019 Machine Learning Facts and Trend Statistics for 2019. While machine learning and artificial intelligence are not exactly the same, they are related. Machine learning is a part of AI, and by improving the ability of a machine to learn, it will also improve the speed at which a machine can function

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  • Why Statistics Is Important For Mastering AI/ML Skills
    Why Statistics Is Important For Mastering AI/ML Skills

    Mar 04, 2019 Importance Of Statistics. To the question of ‘Is statistics a prerequisite for machine learning‘, a Quora user said that it is important to learn the subject to interpret the results of logistic regression or you will end up being baffled by how bad your models perform due

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  • Is Regression Analysis Really Machine Learning?
    Is Regression Analysis Really Machine Learning?

    Yes, statistical machine learning appears to have several parents, grandparents, great grandparents, and great great grandparents--including the recursive modifications done to/with the family of regression tools. One well know 'step' in this direction, was stepwise regression

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  • The real prerequisite for machine learning isn't math, it
    The real prerequisite for machine learning isn't math, it

    May 16, 2016 The main prerequisite for machine learning is data analysis. For beginning practitioners (i.e., hackers, coders, software engineers, and people working as data scientists in business and industry) you don’t need to know that much calculus, linear algebra, or other college-level math to get things done

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  • Machine Learning vs Statistics - KDnuggets
    Machine Learning vs Statistics - KDnuggets

    Machine learning is a subfield of computer science and artificial intelligence. It deals with building systems that can learn from data, instead of explicitly programmed instructions. A statistical model, on the other hand, is a subfield of mathematics. Machine learning is comparatively a new field

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  • The Two Cultures: statistics vs. machine learning? - Cross
    The Two Cultures: statistics vs. machine learning? - Cross

    I think machine learning needs to be a sub-branch under statistics, just like, in my view, chemistry needs to be a sub-branch under physics. I think physics-inspired view into chemistry is pretty solid (I guess). I don't think there is any chemical reaction whose equivalent is not known in physical terms

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  • Is Machine Learning just glorified statistics
    Is Machine Learning just glorified statistics

    Mar 24, 2021 Mar 24, 2021 Is Machine Learning just glorified statistics? Is Machine Learning just glorified statistics? 0 votes. 1 view. asked Mar 24 in Machine Learning by abhishekagrawal (900 points) Is there hype about machine learning? machine-learning

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  • The Actual Difference Between Statistics and Machine
    The Actual Difference Between Statistics and Machine

    Jul 30, 2020 A set of events, F, where each event is a set containing zero or more outcomes. The assignment of probabilities to the events, P; that is, a function from events to probabilities. Machine learning is based on statistical learning theory, which is still based on this axiomatic notion of probability spaces

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  • Statistics and machine learning: what’s the
    Statistics and machine learning: what’s the

    May 21, 2020 May 21, 2020 The difference between machine learning and statistics has been the subject of long-running debate. A debate so contentious at times, that it has even become the subject of memes. Some say that machine learning is just glorified statistics, rebranded for the age of big data and faster computing. Others say that they’re completely unrelated, so much so that you don’t even need to understand statistics to perform machine learning

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