Udemy

Mathematics for AI & ML Developers : The Complete Course

立即報名
  • 418 名學生
  • 更新於 4/2022
4.1
(29 個評分)
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課程資料

報名日期
全年招生
課程級別
學習模式
修業期
5 小時 40 分鐘
教學語言
英語
授課導師
Eduonix Learning Solutions
評分
4.1
(29 個評分)
2次瀏覽

課程簡介

Mathematics for AI & ML Developers : The Complete Course

The ultimate program to master fundamentals of mathematics for AI masters

Mathematics for AI


If you want to develop AI solutions, you need to know the key formulas and computational theories and the mathematical algorithms used to analyze the data and statistics.


So, Want To Know How Maths Plays A Key Role In Developing AI Solutions?


This program is designed for the one who wants to become a complete AI specialist by gaining mastery over mathematical algorithms of AI. This course will help you learn the most important theories of probability, algebra, and calculus for data science and artificial intelligence.


This course will help you learn how probability stimulates probabilistic models using python. You'll learn about probability mathematical frameworks which allow analyzing the chances of events in a logical manner. Also, this course gives you in-depth knowledge on how to deal with uncertainty in AI. This course provides you with knowledge of calculus that helps you understand the hidden pieces in the AI patterns.


Basically, you are going to get every single knowledge regarding mathematics in AI through this program.


Major Concepts That You'll Learn

  • Introduction to Mathematics for AI

  • Probability theory

  • Introduction to Calculus and Derivatives

  • Calculus Continued and Integrals

  • Introduction to Linear Algebra

  • Linear Algebra Continued

  • Neural Networks from Scratch


This course also covers essential topics like linear algebra and neural networks which help you develop reliable AI models.


Perks Of Availing This Program!

  • Get Well-Structured Content

  • Learn From Industry Experts

  • Includes The Must-Learn AI Mathematical Concepts


So why are you waiting? make your move to become an AI specialist now.

See You In The Class!


課程章節

  • 7 個章節
  • 43 堂課
  • 第 1 章 Introduction to Mathematics for AI
  • 第 2 章 Probability theory
  • 第 3 章 Introduction to Calculus and Derivatives
  • 第 4 章 Calculus Continued and Integrals
  • 第 5 章 Introduction to Linear Algebra
  • 第 6 章 Linear Algebra Continued
  • 第 7 章 Neural Networks from Scratch

課程內容

  • Learn the fundamental Mathematics required for machine learning development
  • Learn core concepts of probability theory
  • Learn all about calculus and its application in AI & ML
  • Learn lineal algebra and neural networks


評價

  • G
    Gourinanda P R
    4.0

    Yeah this course seems me to perfectly recall the calculus lessons and its intuition. So thank you very much

  • R
    Rajnish Sasmal
    5.0

    Good one!!

  • B
    Brendon Morgan
    1.0

    Zero visual aid. Lecturer rambles incessantly without pause.

  • R
    RANGANATHAN GOPALAKRISHNAN
    4.0

    it was good match for me..

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