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Essential Math for AI (3rd Early Release) free ebook download

Category:
Computer Science

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Catalogue

Author(s):	Nelson

Date:	2022	Format:	epub	Language:	English	ISBN/ASIN:	0000000000
Pages:	1	OCR:		Quality:		ISBN13:	9781098107628
Uploader:	tvladb77	Upload Date:	2/10/2022 10:06:05 PM

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Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory.

Engineers, data scientists, and students alike will examine mathematical topics critical for AI including regression, neural networks, optimization, backpropagation, convolution, Markov chains, and more through popular applications such as computer vision, natural language processing, and automated systems. And supplementary Jupyter notebooks shed light on examples with Python code and visualizations. Whether you're just beginning your career or have years of experience, this book gives you the foundation necessary to dive deeper in the field.

Understand the underlying mathematics powering AI systems, including generative adversarial networks, random graphs, large random matrices, mathematical logic, optimal control, and more
Learn how to adapt mathematical methods to different applications from completely different fields
Gain the mathematical fluency to interpret and explain how AI systems arrive at their decisions

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3088024	Book	https://nitro.download/view/7B2ED9782028...		0.00	tvladb77
3088025	Book	https://userupload.net/29vb0vp9rti9...		0.00	tvladb77

Tags: Early Essential Math Release

Title	Link	Password	Size	Reason

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Essential Math for AI (3rd Early Release) free ebook download

Category: Computer Science

Description: Click to see full description

Category:
Computer Science