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Naik Swapnali Joshi. Think AI: Explore the flavours of Machine Learning, Neural Networks, Computer Vision and NLP with powerful python libraries

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Naik Swapnali Joshi. Think AI: Explore the flavours of Machine Learning, Neural Networks, Computer Vision and NLP with powerful python libraries
BPB Online, 2022. — 370 p. — ISBN: 978-93-55513-199.
"Think AI" is a rapid-learning book that covers a wide range of Artificial Intelligence topics, including Machine Learning, Deep Learning, Computer Vision, and Natural Language Processing. Most popular Python libraries and toolkits are applied to develop intelligent and thoughtful applications. With a solid grasp of python programming and mathematics, you may use this book's statistical models and AI algorithms to meet AI needs and data insight issues. Each chapter in this book guides you swiftly through the core concepts and then directly to their implementation using Python toolkits.
This book covers the techniques and skill sets required for data collection, pre-processing, installing libraries, preparing data models, training and deploying the models, and optimizing model performance.
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