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nexusstc/Think AI/4530c25824224b3d0cd876f0a00d76f6.epub
Think AI: Explore the flavours of Machine Learning, Neural Networks, Computer Vision and NLP with powerful python libraries (English Edition) 🔍
Naik, Swapnali Joshi;; Dr. Lovi Raj Gupta; Dr. Rajesh Singh; Dr. Anita Gehlot; Rydhm Beri BPB Publications, BPB Online LLP, [N.p.], 2022
English [en] · EPUB · 9.0MB · 2022 · 📘 Book (non-fiction) · 🚀/lgli/lgrs/nexusstc/zlib · Save
description
"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 optimising model performance. The book guides you through the OpenCV toolkit for real-time picture recognition and detection, allowing you to work with computer vision. The book describes how to analyse linguistic data and conduct text mining using the NLTK toolbox and provides a brief overview of NLP ideas. Throughout the book, you will utilise major Python libraries and toolkits such as pandas, TensorFlow, scikit-learn, and matplotlib.
Alternative filename
lgli/Think_AI_2022.epub
Alternative filename
lgrsnf/Think_AI_2022.epub
Alternative author
Swapnali Joshi Naik
Alternative publisher
Manish Jain
Alternative edition
English Edition, 2022
Alternative edition
S.l.] :, 2022
Alternative edition
India, India
metadata comments
{"publisher":"BPB Publications"}
date open sourced
2022-07-31
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