Interpretable AI / Ajay Thampi.

Format:

Video

Author/Creator:

Thampi, Ajay, author.

Contributor:

Manning Publications (Firm), publisher.

Language:

English

Subjects (All):

Machine learning.

Artificial intelligence.

Python (Computer program language).

Physical Description:

1 online resource (1 video file (8 hr., 47 min.)) : sound, color.

Edition:

[First edition].

Video ediion.

Place of Publication:

[Shelter Island, New York] : Manning Publications, [2022]

Summary:

Interpretable AI teaches you to identify the patterns your model has learned and why it produces its results. As you read, you’ll pick up algorithm-specific approaches, like interpreting regression and generalized additive models, along with tips to improve performance during training. You’ll also explore methods for interpreting complex deep learning models where some processes are not easily observable. AI transparency is a fast-moving field, and this book simplifies cutting-edge research into practical methods you can implement with Python.

Notes:

OCLC-licensed vendor bibliographic record.

"In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video."

OCLC:

1436430548

Publisher Number:

9781617297649VE