Practical AI for Business Leaders, Product Managers, and Entrepreneurs
eBook - ePub

Practical AI for Business Leaders, Product Managers, and Entrepreneurs

Alfred Essa, Shirin Mojarad

  1. 240 «pägés»
  2. English
  3. «éPÜB (möbïlé fřïéñdly) Ñ ω É»
  4. «Äväïläblé öñ ïÖS & Äñdřöïd Ü ü Ä»
eBook - ePub

Practical AI for Business Leaders, Product Managers, and Entrepreneurs

Alfred Essa, Shirin Mojarad

«Böök détäïls ñ»
«Täblé öf çöñtéñts Ð ñ»
«Çïtätïöñs ï»

«Äböüt Thïs Böök ö ñ»

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



Frequently asked questions

How do I cancel my subscription?
Simply head over to the account section in settings and click on “Cancel Subscription” - it’s as simple as that. After you cancel, your membership will stay active for the remainder of the time you’ve paid for. Learn more here.
Can/how do I download books?
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
What is the difference between the pricing plans?
Both plans give you full access to the library and all of Perlego’s features. The only differences are the price and subscription period: With the annual plan you’ll save around 30% compared to 12 months on the monthly plan.
What is Perlego?
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Do you support text-to-speech?
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Is Practical AI for Business Leaders, Product Managers, and Entrepreneurs an online PDF/ePUB?
Yes, you can access Practical AI for Business Leaders, Product Managers, and Entrepreneurs by Alfred Essa, Shirin Mojarad in PDF and/or ePUB format, as well as other popular books in Business & Management. We have over one million books available in our catalogue for you to explore.

«Iñföřmätïöñ É»

«Püblïshéř Ñ»
De Gruyter
«Ýéäř»
2022
«ISBÑ»
9781501505843
«Édïtïöñ É»
1
«Sübjéçt л
Business
«Töpïç»
Management

«Täblé öf çöñtéñts ç é»

    «Çïtätïöñ stylés föř Practical AI for Business Leaders, Product Managers, and Entrepreneurs ö ř ç ñ»

    APA 6 Citation

    Essa, A., & Mojarad, S. (2022). Practical AI for Business Leaders, Product Managers, and Entrepreneurs (1st ed.). De Gruyter. Retrieved from https://www.perlego.com/book/3270085 (Original work published 2022)

    Chicago Citation

    Essa, Alfred, and Shirin Mojarad. (2022) 2022. Practical AI for Business Leaders, Product Managers, and Entrepreneurs. 1st ed. De Gruyter. https://www.perlego.com/book/3270085.

    Harvard Citation

    Essa, A. and Mojarad, S. (2022) Practical AI for Business Leaders, Product Managers, and Entrepreneurs. 1st edn. De Gruyter. Available at: https://www.perlego.com/book/3270085 (Accessed: 8 July 2024).

    MLA 7 Citation

    Essa, Alfred, and Shirin Mojarad. Practical AI for Business Leaders, Product Managers, and Entrepreneurs. 1st ed. De Gruyter, 2022. Web. 8 July 2024.