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Practical AI for Business Leaders, Product Managers, and Entrepreneurs: The Big Data Implementation Handbook free ebook download

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Computer Science

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Author(s):	no autor

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	1501514644
Pages:	275	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	7/12/2022 9:59:03 PM

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Most economists agree that AI is a general purpose technology (GPT) like the steam engine, electricity, and the computer. AI will drive innovation in all sectors of the economy for the foreseeable future. Practical AI for Business Leaders, Product Managers, and Entrepreneurs is a technical guidebook for the business leader or anyone responsible for leading AI-related initiatives in their organization. The book can also be used as a foundation to explore the ethical implications of AI.

Authors Alfred Essa and Shirin Mojarad provide a gentle introduction to foundational topics in AI. Each topic is framed as a triad: concept, theory, and practice. The concept chapters develop the intuition, culminating in a practical case study. The theory chapters reveal the underlying technical machinery. The practice chapters provide code in Python to implement the models discussed in the case study.

With this book, readers will learn:

The technical foundations of machine learning and deep learning

How to apply the core technical concepts to solve business problems

The different methods used to evaluate AI models

How to understand model development as a tradeoff between accuracy and generalization

How to represent the computational aspects of AI using vectors and matrices

How to express the models in Python by using machine learning libraries such as scikit-learn, statsmodels, and keras

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3135785	Book	https://nitro.download/view/C76D4A567E9E...		0.00	alex21s

Tags: Business Data Entrepreneurs Handbook Implementation Leaders Managers Practical Product

Title	Link	Password	Size	Reason

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Practical AI for Business Leaders, Product Managers, and Entrepreneurs: The Big Data Implementation Handbook free ebook download

Category: Computer Science

Description: Click to see full description

Category:
Computer Science