Think AI (notice n° 76001)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03408cam a2200277zu 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | FRCYB88937979 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250108000534.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250108s2022 fr | o|||||0|0|||eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789355513199 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | FRCYB88937979 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | FR-PaCSA |
| Language of cataloging | en |
| Transcribing agency | |
| Description conventions | rda |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Joshi Naik, Swapnali |
| 245 01 - TITLE STATEMENT | |
| Title | Think AI |
| Remainder of title | Explore the flavours of Machine Learning, Neural Networks, Computer Vision and NLP with powerful python libraries (English Edition) |
| Statement of responsibility, etc. | ['Joshi Naik, Swapnali'] |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Name of producer, publisher, distributor, manufacturer | BPB Publications |
| Date of production, publication, distribution, manufacture, or copyright notice | 2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | p. |
| 336 ## - CONTENT TYPE | |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type code | c |
| Source | rdamdedia |
| 338 ## - CARRIER TYPE | |
| Carrier type code | c |
| Source | rdacarrier |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Develop AI based real-world ApplicationsKey Features? Provides a practical understanding of AI, including its concepts, tools and techniques.? Includes step-by-by-step instructions for implementing machine learning and deep learning algorithms and features.? Complex datasets and examples are used to expose mathematical illustrative and pseudo-coded examples.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.What you will learn? Work with Jupyter and various Python libraries, including scikit-learn, NLTK, and TF.? Build and implement ML models and neural networks using TensorFlow and Keras.? Utilize OpenCV for real-time image processing, face detection, and face recognition.? Know how to interact and process textual data using NLTK toolkit.? Deep dive on Exploratory Data Analysis (EDA) with pandas, matplotlib and seaborn.Who this book is forWhether you're a student, newbie or an existing AI developer, this book will help you get up to speed with various domains of AI, including ML, Deep Learning and NLP. Knowing the basics of python and understanding mathematics will be beneficial.Table of Contents1. Introducing Artificial Intelligence2. Essentials of Python and Data Analysis3. Data Preparation and Machine Learning4. Computer Vision using OpenCV5. Fundamentals of Neural Networks and Deep Learning6. Natural Language Processing |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Joshi Naik, Swapnali |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Access method | Cyberlibris |
| Uniform Resource Identifier | <a href="https://international.scholarvox.com/netsen/book/88937979">https://international.scholarvox.com/netsen/book/88937979</a> |
| Electronic format type | text/html |
| Host name | |
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