Basic Mathematical Foundations of AI: Hands on with Python (Mastering Machine Learning)

Price: $16.99
(as of Dec 27,2024 03:04:03 UTC – Details)

ASIN ‏ : ‎ B0DBQ37ZMJ
Publication date ‏ : ‎ July 30, 2024
Language ‏ : ‎ English
File size ‏ : ‎ 11287 KB
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Format ‏ : ‎ Print Replica

In this post, we will delve into the basic mathematical foundations of AI and machine learning, and learn how to implement them using Python.

Understanding the mathematical concepts behind AI is crucial for mastering machine learning algorithms and building intelligent systems. In this hands-on tutorial, we will cover essential topics such as linear algebra, calculus, probability, and statistics, and show you how to apply them in Python to develop powerful AI models.

We will explore key mathematical concepts such as matrix operations, derivatives, integration, probability distributions, hypothesis testing, and more. By the end of this tutorial, you will have a solid understanding of the mathematical principles that underpin AI and machine learning, and be able to implement them in Python with confidence.

So grab your favorite IDE, fire up your Python interpreter, and let’s dive into the fascinating world of AI and machine learning with a strong mathematical foundation!
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