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Hands-On Explainable AI (XAI) with Python

(ebook) (audiobook) (audiobook) Język publikacji: angielski
Autor:
Denis Rothman
Hands-On Explainable AI (XAI) with Python Denis Rothman - okładka książki

Hands-On Explainable AI (XAI) with Python Denis Rothman - okładka książki

Hands-On Explainable AI (XAI) with Python Denis Rothman - okładka audiobooka MP3

Hands-On Explainable AI (XAI) with Python Denis Rothman - okładka audiobooks CD

Ocena:
Bądź pierwszym, który oceni tę książkę
Stron:
454
Dostępne formaty:
     PDF
     ePub
     Mobi

Ebook

159,00 zł

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Do przechowalni

Effectively translating AI insights to business stakeholders requires careful planning, design, and visualization choices. Describing the problem, the model, and the relationships among variables and their findings are often subtle, surprising, and technically complex.

Hands-On Explainable AI (XAI) with Python will see you work with specific hands-on machine learning Python projects that are strategically arranged to enhance your grasp on AI results analysis. You will be building models, interpreting results with visualizations, and integrating XAI reporting tools and different applications.

You will build XAI solutions in Python, TensorFlow 2, Google Cloud's XAI platform, Google Colaboratory, and other frameworks to open up the black box of machine learning models. The book will introduce you to several open-source XAI tools for Python that can be used throughout the machine learning project life cycle.

You will learn how to explore machine learning model results, review key influencing variables and variable relationships, detect and handle bias and ethics issues, and integrate predictions using Python along with supporting the visualization of machine learning models into user explainable interfaces.

By the end of this AI book, you will possess an in-depth understanding of the core concepts of XAI.

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