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Applied Machine Learning and AI for Engineers

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Release : 2022-11-10
Genre : Computers
Kind : eBook
Book Rating : 292/5 ( reviews)

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Book Synopsis Applied Machine Learning and AI for Engineers by : Jeff Prosise

Download or read book Applied Machine Learning and AI for Engineers written by Jeff Prosise. This book was released on 2022-11-10. Available in PDF, EPUB and Kindle. Book excerpt: 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 learning to work at your company. Applied Machine Learning 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: Learn what machine learning and deep learning are and what they can accomplish Understand how popular learning algorithms work and when to apply them Build machine learning models in Python with Scikit-Learn, 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

Applied Machine Learning and AI for Engineers

Download Applied Machine Learning and AI for Engineers PDF Online Free

Author :
Release : 2023-01-31
Genre :
Kind : eBook
Book Rating : 058/5 ( reviews)

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Book Synopsis Applied Machine Learning and AI for Engineers by : Jeff Prosise

Download or read book Applied Machine Learning and AI for Engineers written by Jeff Prosise. This book was released on 2023-01-31. Available in PDF, EPUB and Kindle. Book excerpt: Many introductory guides to AI are mathematics 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 defective parts coming off an assembly line? This practical book teaches you the skills necessary to put AI and machine learning to work at your company. Applied Machine Learning 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. Learn what machine learning and deep learning are and what they can accomplish Understand how popular learning algorithms work and when to apply them Learn the differences between labeled and unlabeled data and between supervised and unsupervised learning Build machine learning models in Python with scikit-learn, and neural networks with Keras and TensorFlow Train and score regression models and binary- and multiclass-classification models Build face-detection and facial recognition models and object-detection models

Applied Machine Learning

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Author :
Release : 2019-06-05
Genre : Technology & Engineering
Kind : eBook
Book Rating : 844/5 ( reviews)

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Book Synopsis Applied Machine Learning by : M. Gopal

Download or read book Applied Machine Learning written by M. Gopal. This book was released on 2019-06-05. Available in PDF, EPUB and Kindle. Book excerpt: Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. Cutting-edge machine learning principles, practices, and applications This comprehensive textbook explores the theoretical under¬pinnings of learning and equips readers with the knowledge needed to apply powerful machine learning techniques to solve challenging real-world problems. Applied Machine Learning shows, step by step, how to conceptualize problems, accurately represent data, select and tune algorithms, interpret and analyze results, and make informed strategic decisions. Presented in a non-rigorous mathematical style, the book covers a broad array of machine learning topics with special emphasis on methods that have been profitably employed. Coverage includes: •Supervised learning•Statistical learning•Learning with support vector machines (SVM)•Learning with neural networks (NN)•Fuzzy inference systems•Data clustering•Data transformations•Decision tree learning•Business intelligence•Data mining•And much more

Machine Learning Engineering

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Author :
Release : 2020-09-08
Genre :
Kind : eBook
Book Rating : 467/5 ( reviews)

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Book Synopsis Machine Learning Engineering by : Andriy Burkov

Download or read book Machine Learning Engineering written by Andriy Burkov. This book was released on 2020-09-08. Available in PDF, EPUB and Kindle. Book excerpt: The most comprehensive book on the engineering aspects of building reliable AI systems. "If you intend to use machine learning to solve business problems at scale, I'm delighted you got your hands on this book." -Cassie Kozyrkov, Chief Decision Scientist at Google "Foundational work about the reality of building machine learning models in production." -Karolis Urbonas, Head of Machine Learning and Science at Amazon

Applied Machine Learning and AI for Engineers

Download Applied Machine Learning and AI for Engineers PDF Online Free

Author :
Release : 2023
Genre : Artificial intelligence
Kind : eBook
Book Rating : 577/5 ( reviews)

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Book Synopsis Applied Machine Learning and AI for Engineers by : Jeff Prosise

Download or read book Applied Machine Learning and AI for Engineers written by Jeff Prosise. This book was released on 2023. Available in PDF, EPUB and Kindle. Book excerpt:

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