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Advanced Deep Learning with TensorFlow 2 and Keras - Second Edition
Author Rowel Atienza
Updated and revised second edition of the bestselling guide to advanced deep learning with TensorFlow 2 and KerasKey FeaturesExplore the most advanced deep learning techniques that drive modern AI results New coverage of unsupervised deep learning using mutual informatio....
Release Date 2020/02 -
Author Paul J. Deitel , Harvey M. Deitel
This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. For introductory-level Python programming and/or data-science courses. A groundbreaking, flexible approach....
Release Date 2019/05 -
Deep Learning Illustrated: A Visual, Interactive Guide to Artificial Intelligence
Author Grant Beyleveld , Aglaé Bassens , Jon Krohn
"The authors' clear visual style provides a comprehensive look at what's currently possible with artificial neural networks as well as a glimpse of the magic that's to come."—Tim Urban, author of Wait But WhyFully Practical, Insightful Guide to Modern Deep Learn....
Release Date 2019/09 -
Learn TensorFlow 2.0: Implement Machine Learning and Deep Learning Models with Python
Author Avinash Manure , Pramod Singh
Learn how to use TensorFlow 2.0 to build machine learning and deep learning models with complete examples. The book begins with introducing TensorFlow 2.0 framework and the major changes from its last release. Next, it focuses on building Supervised Machine Learnin....
Release Date 2019/12 -
TensorFlow Machine Learning Projects
Author Amita Kapoor , Armando Fandango , Ankit Jain
Implement TensorFlow's offerings such as TensorBoard, TensorFlow.js, TensorFlow Probability, and TensorFlow Lite to build smart automation projectsKey FeaturesUse machine learning and deep learning principles to build real-world projects Get to grips with TensorFl....
Release Date 2018/11 -
Author Daniel Situnayake , Pete Warden
Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to run on a microcontroller. With this practical book you’ll enter the field of TinyML, where deep learning and ....
Release Date 2019/12 -
Natural Language Processing with TensorFlow
Author Thushan Ganegedara
Write modern natural language processing applications using deep learning algorithms and TensorFlowAbout This BookFocuses on more efficient natural language processing using TensorFlowCovers NLP as a field in its own right to improve understanding for choosing Tens....
Release Date 2018/05 -
Hands-On Computer Vision with TensorFlow 2
Author Eliot Andres , Benjamin Planche
A practical guide to building high performance systems for object detection, segmentation, video processing, smartphone applications, and moreKey FeaturesDiscover how to build, train, and serve your own deep neural networks with TensorFlow 2 and Keras Apply modern ....
Release Date 2019/05 -
Practical Deep Learning for Cloud, Mobile, and Edge
Author Meher Kasam , Siddha Ganju , Anirudh Koul
Whether you’re a software engineer aspiring to enter the world of deep learning, a veteran data scientist, or a hobbyist with a simple dream of making the next viral AI app, you might have wondered where to begin. This step-by-step guide teaches you how to build pr....
Release Date 2019/10 -
Innovative Engineering with AI Applications
Author Anamika Ahirwar , Piyush Kumar Shukla , Manish Shrivastava , Priti Maheshwary , Bhup
Innovative Engineering with AI ApplicationsInnovative Engineering with AI Applications demonstrates how we can innovate in different engineering domains as well as how to make most business problems simpler by applying AI to them. Engineering advancements combined with artificial intelligence (AI), ....
Release Date 2023/08 -
Author KC Tung
This easy-to-use reference for Tensorflow 2 pattern designs in Python will help you make informed decisions for various use cases. Author KC Tung addresses common topics and tasks in enterprise data science and machine learning practices rather than focusing on TensorFlow....
Release Date 2021/10 -
TensorFlow: Powerful Predictive Analytics with TensorFlow
Author Md. Rezaul Karim
Learn how to solve real life problems using different methods like logic regression, random forests and SVM's with TensorFlow.About This BookUnderstand predictive analytics along with its challenges and best practicesEmbedded with assessments that will help you re....
Release Date 2018/03 -
Machine Learning with Python for Everyone
Author Mark Fenner
The Complete Beginner's Guide to Understanding and Building Machine Learning Systems with PythonMachine Learning with Python for Everyone will help you master the processes, patterns, and strategies you need to build effective learning systems, even if you're an ....
Release Date 2019/08 -
Python Machine Learning - Third Edition
Author Vahid Mirjalili , Sebastian Raschka
Applied machine learning with a solid foundation in theory. Revised and expanded for TensorFlow 2, GANs, and reinforcement learning.Key FeaturesThird edition of the bestselling, widely acclaimed Python machine learning bookClear and intuitive explanations take you ....
Release Date 2019/12 -
Practical AI on the Google Cloud Platform
Author Micheal Lanham
AI is complicated, but cloud providers have stepped in to make it easier, offering free (or affordable) state-of-the-art models and training tools to get you started. In this book, AI novices will learn how to use Google’s AI-powered cloud services to do everything....
Release Date 2020/12 -
Supervised Learning with Python: Concepts and Practical Implementation Using Python
Author Vaibhav Verdhan
Gain a thorough understanding of supervised learning algorithms by developing use cases with Python. You will study supervised learning concepts, Python code, datasets, best practices, resolution of common issues and pitfalls, and practical knowledge of implementing algor....
Release Date 2020/10 -
Mastering OpenCV 4 with Python
Author Alberto Fernandez Villan
Create advanced applications with Python and OpenCV, exploring the potential of facial recognition, machine learning, deep learning, web computing and augmented reality.Key FeaturesDevelop your computer vision skills by mastering algorithms in Open Source Computer ....
Release Date 2019/03 -
Blueprints for Text Analytics Using Python
Author Jens Albrecht , Sidharth Ramachandran , Christian Wink
Turning text into valuable information is essential for many businesses looking to gain a competitive advantage. There have been many improvements in natural language processing and users have a lot of options when choosing to work on a problem. However, it’s not always c....
Release Date 2020/12 -
Author Utkarsh Sinha , Quan Hua , Steven Puttemans , Joseph Howse
Expand your knowledge of computer vision by building amazing projects with OpenCV 3About This BookBuild computer vision projects to capture high-quality image data, detect and track objects, process the actions of humans or animals, and much moreDiscover practical ....
Release Date 2015/11 -
Author H. James Wilson , Andrew McAfee , Erik Brynjolfsson , Thomas H. Davenport , Harvard
Companies that don't use AI will soon be obsolete.From making faster, better decisions to automating rote work to enabling robots to respond to emotions, AI and machine learning are already reshaping business and society. What should you and your company be doing ....
Release Date 2019/08 -
Author Joe Papa
This concise, easy-to-use reference puts one of the most popular frameworks for deep learning research and development at your fingertips. Author Joe Papa provides instant access to syntax, design patterns, and code examples to accelerate your development and reduce the t....
Release Date 2021/08 -
Artificial Intelligence For Dummies
Author Luca Massaron , John Paul Mueller
Step into the future with AIThe term "Artificial Intelligence" has been around since the 1950s, but a lot has changed since then. Today, AI is referenced in the news, books, movies, and TV shows, and the exact definition is often misinterpreted. Artificial Intellig....
Release Date 2018/04 -
Author Balaji Venkateswaran , Giuseppe Ciaburro
Uncover the power of artificial neural networks by implementing them through R code.About This BookDevelop a strong background in neural networks with R, to implement them in your applicationsBuild smart systems using the power of deep learningReal-world case studi....
Release Date 2017/09 -
Author Austin Harris , Michael Katzenellenbogen , Josh Patterson
When deploying machine learning applications, building models is only a small part of the story. The entire process involves developing, orchestrating, deploying, and running scalable and portable machine learning workloads—a process Kubeflow makes much easier. Wit....
Release Date 2020/10 -
Author Kerrie L. Holley , Siupo Becker
AI is poised to transform every aspect of healthcare, including the way we manage personal health from customer experience and clinical care to healthcare cost reductions. This practical book is one of the first to describe present and future use cases where AI can help s....
Release Date 2021/02 -
Author Phil Winder
Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This exciting development avoids constraints found in traditional machine learning (ML) al....
Release Date 2021/03 -
OpenCV 4 with Python Blueprints - Second Edition
Author Dr. Menua Gevorgyan , Arsen Mamikonyan , Michael Beyel
Get to grips with traditional computer vision algorithms and deep learning approaches, and build real-world applications with OpenCV and other machine learning frameworksKey FeaturesUnderstand how to capture high-quality image data, detect and track objects, and process t....
Release Date 2020/03 -
Author H. James Wilson , Paul R. Daugherty
AI is radically transforming business. Are you ready?Look around you. Artificial intelligence is no longer just a futuristic notion. It's here right now--in software that senses what we need, supply chains that "think" in real time, and robots that respond to chan....
Release Date 2018/03