Applied Machine Learning and AI for Engineers

Solve Business Problems That Can't Be Solved Algorithmically

Applied Machine Learning and AI for Engineers
Jeff Prosise
RRP:
NZ$ 142.99
Our Price:
NZ$ 121.54
Paperback
h233 x 178mm - 375pg
30 Nov 2022 US
International import eta 7-19 days
9781492098058
Out Of Stock
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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
Jeff Prosise is an engineer and a cofounder of Wintellect who makes his living writing software and helping others do the same. He has written nine books and hundreds of magazine articles, trained thousands of developers at Microsoft, and spoken at some of the world' s largest software conferences. Before changing careers, he worked on high-powered laser systems and fusion-energy research at Oak Ridge National Laboratory and Lawrence Livermore National Laboratory. Jeff' s passion is introducing engineers and software developers to the wonders of AI and machine learning. In his spare time, he builds and flies large radio-control jets, goes out of his way to get wet in the world' s best dive spots, and travels to companies, universities, and research institutions all over the world educating them about AI. Following the acquisition of his company in 2021, Jeff now serves as Chief Learning Officer at Atmosera, a leading cloud-services company.

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