freecoursesite
    Facebook Twitter Instagram
    freecoursesite
    • Home
    • About Us
    • Contact Us
    • Privacy Policy
    Facebook Twitter Instagram
    freecoursesite
    Home»Development»Mathematical Foundation For Machine Learning and AI
    Development

    Mathematical Foundation For Machine Learning and AI

    adminBy adminAugust 26, 2022Updated:August 28, 2022No Comments1 Min Read
    Facebook Twitter Pinterest LinkedIn Tumblr Email
    Mathematical Foundation For Machine Learning and AI - Online Course Download
    Mathematical Foundation For Machine Learning and AI - Online Course Download
    Share
    Facebook Twitter LinkedIn Pinterest Email

    Data Science Development free online course free udemy paid course freecourse freecoursesite Machine Learning udemy course download udemy courses free download

    What you'll learn :

    Refresh the mathematical concepts for AI and Machine Learning
    Learn to implement algorithms in python
    Understand the how the concepts extend for real world ML problems

     

     

    Requirements :

    Basic knolwedge of python is assumed as concepts are coded in python and R

    Description :

    Artificial Intelligence has gained importance in the last decade with a lot depending on the development and integration of AI in our daily lives. The progress that AI has already made is astounding with the self-driving cars, medical diagnosis and even betting humans at strategy games like Go and Chess.

    The future for AI is extremely promising and it isn’t far from when we have our own robotic companions. This has pushed a lot of developers to start writing codes and start developing for AI and ML programs. However, learning to write algorithms for AI and ML isn’t easy and requires extensive programming and mathematical knowledge.

    Mathematics plays an important role as it builds the foundation for programming for these two streams. And in this course, we’ve covered exactly that. We designed a complete course to help you master the mathematical foundation required for writing programs and algorithms for AI and ML.

    The course has been designed in collaboration with industry experts to help you breakdown the difficult mathematical concepts known to man into easier to understand concepts. The course covers three main mathematical theories: Linear Algebra, Multivariate Calculus and Probability Theory.

    Linear Algebra – Linear algebra notation is used in Machine Learning to describe the parameters and structure of different machine learning algorithms. This makes linear algebra a necessity to understand how neural networks are put together and how they are operating.

    It covers topics such as:

    Scalars, Vectors, Matrices, Tensors

    Matrix Norms

    Special Matrices and Vectors

    Eigenvalues and Eigenvectors

    Multivariate Calculus – This is used to supplement the learning part of machine learning. It is what is used to learn from examples, update the parameters of different models and improve the performance.

    It covers topics such as:

    Derivatives

    Integrals

    Gradients

    Differential Operators

    Convex Optimization

    Probability Theory – The theories are used to make assumptions about the underlying data when we are designing these deep learning or AI algorithms. It is important for us to understand the key probability distributions, and we will cover it in depth in this course.

    It covers topics such as:

    Elements of Probability

    Random Variables

    Distributions

    Variance and Expectation

    Special Random Variables

    The course also includes projects and quizzes after each section to help solidify your knowledge of the topic as well as learn exactly how to use the concepts in real life.

    At the end of this course, you will not have not only the knowledge to build your own algorithms, but also the confidence to actually start putting your algorithms to use in your next projects.

    Enroll now and become the next AI master with this fundamentals course!

    Who this course is for :

    Any one who wants to refresh or learn the mathematical tools required for AI and machine learning will find this course very useful

    Course Size Details :

    4.5 hours on-demand video
    1 article
    6 downloadable resources
    Full lifetime access
    Access on mobile and TV
    Certificate of completion

    View Demo

    People also Search on Google

    • free course download
    • download udemy courses on pc
    • udemy courses free download google drive
    • udemy courses free download
    • udemy online courses
    • online course download
    • udemy course download
    • udemy paid course for free
    • freecousesite
    • download udemy paid courses for free


    Free Course Site Mathematical Foundation For Machine Learning and AI
    Share. Facebook Twitter Pinterest LinkedIn Tumblr Email
    admin
    • Website

    Related Posts

    Learn Web Scraping with NodeJs in 2021 – The Crash Course

    September 2, 2022

    Data Science & Machine Learning : Hands on Data Science 2020

    September 2, 2022

    Laravel OTP Based Login Two Factor Authentication

    September 2, 2022

    Leave A Reply Cancel Reply

    • Learn Web Scraping with NodeJs in 2021 – The Crash Course
    • Data Science & Machine Learning : Hands on Data Science 2020
    • Laravel OTP Based Login Two Factor Authentication
    • Regression Analysis for Statistics & Machine Learning in R
    • Basic Introduction to Materials and Types Testing Procedures
    • Facebook
    • Twitter
    • Instagram
    • Pinterest
    Don't Miss

    Learn Web Scraping with NodeJs in 2021 – The Crash Course

    Data Science & Machine Learning : Hands on Data Science 2020

    Laravel OTP Based Login Two Factor Authentication

    Regression Analysis for Statistics & Machine Learning in R

    About

    Freecourses is open platform to provide help with digital courses to all the people around the World. We believe that gain knowledge is everyone’s right. And hence we provide knowledge base courses in for free to everyone. You can access all the available courses we have for free. Learn web development, Programming, IT & Software, Marketing, Music, Free Online Courses, and more. freecoursesite

    USEFUL LINKS

    • Home
    • About Us
    • Contact Us
    • Privacy Policy
    • Sitemap
    • freecoursesite
    Popular Posts

    Learn Web Scraping with NodeJs in 2021 – The Crash Course

    September 2, 2022

    Data Science & Machine Learning : Hands on Data Science 2020

    September 2, 2022

    Laravel OTP Based Login Two Factor Authentication

    September 2, 2022

    Facebook Twitter Instagram Pinterest
    • Home
    • About Us
    • Contact Us
    • Privacy Policy
    • Sitemap
    • freecoursesite
    Copyright © 2023 freecoursesite. All Rights Reserved.

    Type above and press Enter to search. Press Esc to cancel.