Applied Machine Leaing and AI for Engineers:Solve Business Problems That Can’t Be Solved Algorithmically
by: Jeff Prosise (Author)
Publisher: O’Reilly Media
Edition:1st
Publication Date: 2022-12-20
Language: English
Print Length: 425 pages
ISBN-10: 1492098051
ISBN-13: 9781492098058
Book Description
While many introductory guides to AI are calculus books in disguise, this one mostly eschews the math. Instead, author Jeff Prosise helps engineers and software developers build an intuitive understanding of AI to solve business problems. Need to create a system to detect the sounds of illegal logging in the rainforest, analyze text for sentiment, or predict early failures in rotating machinery? This practical book teaches you the skills necessary to put AI and machine leaing to work at your company.
Applied Machine Leaing and AI for Engineers provides examples and illustrations from the AI and ML course Prosise teaches at companies and research institutions worldwide. There’s no fluff and no scary equations—just a fast start for engineers and software developers, complete with hands-on examples.
This book helps you:
- Lea what machine leaing and deep leaing are and what they can accomplish
- Understand how popular leaing algorithms work and when to apply them
- Build machine leaing models in Python with Scikit-Lea, and neural networks with Keras and TensorFlow
- Train and score regression models and binary and multiclass classification models
- Build facial recognition models and object detection models
- Build language models that respond to natural-language queries and translate text to other languages
- Use Cognitive Services to infuse AI into the apps that you write
About the Author
未经允许不得转载：Wow! eBook » Applied Machine Leaing and AI for Engineers:Solve Business Problems That Can’t Be Solved Algorithmically