Description: About this Item The item is a book Paperback The Author Name is Antonio Di Cecco The Title is Explainable AI with Python Condition New Other Comments Pages Count - 212. Binding type - Perfect. Content Language - English Category - COMPUTERS / Artificial Intelligence / General COMPUTERS / Languages / Python Product Description - This book provides a full presentation of the current concepts and available techniques to make "machine learning" systems more explainable. The approaches presented can be applied to almost all the current "machine learning" models: linear and logistic regression, deep learning neural networks, natural language processing and image recognition, among the others. Progress in Machine Learning is increasing the use of artificial agents to perform critical tasks previously handled by humans healthcare, legal and finance, among others. While the principles that guide the design of these agents are understood, most of the current deep-learning models are "opaque" to human understanding. Explainable AI with Python fills the current gap in literature on this emerging topic by taking both a theoretical and a practical perspective, making the reader quickly capable of working with tools and code for Explainable AI. Beginning with examples of what Explainable AI XAI is and why it is needed in the field, the book details different approaches to XAI depending on specific context and need. Hands-on work on interpretable models with specific examples leveraging Python are then presented, showing how intrinsic interpretable models can be interpreted and how to produce "human understandable" explanations. Model-agnostic methods for XAI are shown to produce explanations without relying on ML models internals that are "opaque." Using examples from Computer Vision, the authors then look at explainable models for Deep Learning and prospective methods for the future. Taking a practical perspective, the authors demonstrate how to effectively use ML and XAI in science. The final chapter explains Adversarial Machine Learning and how to do XAI with adversarial examples. We Use Stock Images Because we have over 2 million items for sale we have to use stock images, this listing does not include the actual image of the item for sale. The purchase of this specific item is made with the understanding that the image shown in this listing is a stock image and not the actual item for sale. For example: some of our stock images include stickers, labels, price tags, hyper stickers, obi's, promotional messages, signatures and or writing which may not be available in the actual item. When possible we will add details of the items we are selling to help buyers know what is included in the item for sale. The details are provided automatically from our central master database and can sometimes be wrong. Books are released in many editions and variations, such as standard edition, re-issue, not for sale, promotional, special edition, limited edition, and many other editions and versions. The Book you receive could be any of these editions or variations. If you are looking for a specific edition or version please contact us to verify what we are selling. Gift IdeasThis is a great Christmas gift idea. Hours of ServiceWe have many warehouses, some of the warehouses process orders seven days a week, but the Administration Support Staff are located at a head office location, outside of the warehouses, and typically work only Monday to Friday. Location ID 9000z iHaveit SKU ID 166364994
Price: 97.29 USD
Location: US
End Time: 2024-11-10T18:47:40.000Z
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Restocking Fee: No
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money Back
Fiction/Non-Fiction: Non-Fiction
Genre/Subject: COMPUTERS / Artificial Intelligence / General
Brand: Springer Nature Switzerland AG
Weight: 0.3
Style: NA
Title: Explainable AI with Python
Release Title: Explainable AI with Python
Record Grading: New
Sleeve Grading: New
Platform: NA
Size: NA
Film/TV Title: Explainable AI with Python
Colour: NA
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Movie/TV Title: Explainable AI with Python
UPC: 9783030686390
EAN: 9783030686390
ISBN: 9783030686390
Binding Type: Perfect
Item Height: 11.43
Main Stone: NA
Metal Purity: NA
Metal: NA
Connectivity: NA
Model: NA
Number of Pages: VIII, 202 Pages
Publication Name: Explainable Ai with Python
Language: English
Publisher: Springer International Publishing A&G
Publication Year: 2021
Subject: Intelligence (Ai) & Semantics, Probability & Statistics / General, Programming Languages / Python
Item Weight: 16 Oz
Type: Textbook
Author: Antonio Di Cecco, Leonida Gianfagna
Item Length: 9.3 in
Subject Area: Mathematics, Computers
Item Width: 6.1 in
Format: Trade Paperback
