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Author Craig Walls
Voice recognition is here at last. Alexa and other voice assistants have now become widespread and mainstream. Is your app ready for voice interaction? Learn how to develop your own voice applications for Amazon Alexa. Start with techniques for building conversational user interfaces and dialog man....
Release Date 2022/04 -
Optimization and Machine Learning
Author Rachid Chelouah , Patrick Siarry
Machine learning and optimization techniques are revolutionizing our world. Other types of information technology have not progressed as rapidly in recent years, in terms of real impact. The aim of this book is to present some of the innovative techniques in the field of optimization and mac....
Release Date 2022/04 -
Deep Learning with PyTorch Lightning
Author Kunal Sawarkar
Build, train, deploy, and scale deep learning models quickly and accurately, improving your productivity using the lightweight PyTorch WrapperKey FeaturesBecome well-versed with PyTorch Lightning architecture and learn how it can be implemented in various industry domainsSpeed up your research using....
Release Date 2022/04 -
Natural Language Processing with Flair
Author Tadej Magajna
Learn how to solve practical NLP problems with the Flair Python framework, train sequence labeling models, work with text classifiers and word embeddings, and much more through hands-on practical exercisesKey FeaturesBacked by the community and written by an NLP expertGet an understanding of basic N....
Release Date 2022/04 -
Automated Machine Learning on AWS
Author Trenton Potgieter , Jonathan Dahlberg
Automate the process of building, training, and deploying machine learning applications to production with AWS solutions such as SageMaker Autopilot, AutoGluon, Step Functions, Amazon Managed Workflows for Apache Airflow, and moreKey FeaturesExplore the various AWS services that make automated machi....
Release Date 2022/04 -
Distributed Machine Learning with Python
Author Guanhua Wang
Build and deploy an efficient data processing pipeline for machine learning model training in an elastic, in-parallel model training or multi-tenant cluster and cloudKey FeaturesAccelerate model training and interference with order-of-magnitude time reductionLearn state-of-the-art parallel schemes f....
Release Date 2022/04 -
Author Konrad Banachewicz , Luca Massaron , Anthony Goldbloom
Get a step ahead of your competitors with insights from over 30 Kaggle Masters and Grandmasters. Discover tips, tricks, and best practices for competing effectively on Kaggle and becoming a better data scientist. Purchase of the print or Kindle book includes a free eBook in the PDF format.Key Fea....
Release Date 2022/04 -
Democratizing Artificial Intelligence with UiPath
Author Fanny Ip , Jeremiah Crowley , Tom Torlone
Build an end-to-end business solution in the cognitive automation lifecycle and explore UiPath Document Understanding, UiPath AI Center, and DruidKey FeaturesExplore out-of-the-box (OOTB) AI Models in UiPathLearn how to deploy, manage, and continuously improve machine learning models using UiPath AI....
Release Date 2022/04 -
Operator Training Simulator Handbook
Author Joseph Philip , Frank David Todd
Make the most of OTS systems in operator training and engineeringKey FeaturesLearn OTS project delivery best practices from the author's 30 years of experienceExplore use cases to understand how your OTS systems can maximize ROI for usersDiscover how to best develop OTS training models for develope....
Release Date 2022/04 -
Natural Language Processing with Transformers
Since their introduction in 2017, Transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book shows you how to train and scale these large models using H.... -
Author Vishal Kumar , Vishal Jain , Bharti Sharma , Jyotir Moy Chatterjee , Rakesh Shrestha
SMART CITY INFRASTRUCTUREThe wide range of topics presented in this book have been chosen to provide the reader with a better understanding of smart cities integrated with AI and blockchain and related security issues. The goal of this book is to provide detailed, in-depth information on the state-o....
Release Date 2022/03 -
Data Mining and Machine Learning Applications
Author Rohit Raja , Kapil Kumar Nagwanshi , Sandeep Kumar , K. Ramya Laxmi
DATA MINING AND MACHINE LEARNING APPLICATIONSThe book elaborates in detail on the current needs of data mining and machine learning and promotes mutual understanding among research in different disciplines, thus facilitating research development and collaboration.Data, the latest currency of today’s....
Release Date 2022/03 -
Author Beth Kanter , Allison H. Fine
A pragmatic framework for nonprofit digital transformation that embraces the human-centered nature of your organizationIn The Smart Nonprofit: Staying Human-Centered in an Automated World, a team of dedicated nonprofit thought leaders delivers a discussion of the information and tools nonprofit staf....
Release Date 2022/03 -
Artificial Intelligence Programming with Python
Author Perry Xiao
A hands-on roadmap to using Python for artificial intelligence programmingIn Practical Artificial Intelligence Programming with Python: From Zero to Hero, veteran educator and photophysicist Dr. Perry Xiao delivers a thorough introduction to one of the most exciting areas of computer science in mode....
Release Date 2022/03 -
Fundamentals and Methods of Machine and Deep Learning
Author Pradeep Singh
FUNDAMENTALS AND METHODS OF MACHINE AND DEEP LEARNINGThe book provides a practical approach by explaining the concepts of machine learning and deep learning algorithms, evaluation of methodology advances, and algorithm demonstrations with applications.Over the past two decades, the field of machine ....
Release Date 2022/03 -
Artificial Intelligent Techniques for Wireless Communication and Networking
Author R. Kanthavel , K. Anathajothi , S. Balamurugan , R. Karthik Ganesh
ARTIFICIAL INTELLIGENT TECHNIQUES FOR WIRELESS COMMUNICATION AND NETWORKINGThe 20 chapters address AI principles and techniques used in wireless communication and networking and outline their benefit, function, and future role in the field. Wireless communication and networking based on AI concepts ....
Release Date 2022/03 -
Author Ashwin Pajankar , Aditya Joshi
Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It introduces tools such as NumPy for numerical processing, Pandas for panel data analysis, Matplotlib for visualization, Scikit-learn for machine learning, and Pytor....
Release Date 2022/03 -
Author Chanchal Chatterjee
Learn to use adaptive algorithms to solve real-world streaming data problems. This book covers a multitude of data processing challenges, ranging from the simple to the complex. At each step, you will gain insight into real-world use cases, find solutions, explore code used to solve these problems, ....
Release Date 2022/03 -
Author Umberto Michelucci
Understand how neural networks work and learn how to implement them using TensorFlow 2.0 and Keras. This new edition focuses on the fundamental concepts and at the same time on practical aspects of implementing neural networks and deep learning for your research projects.This book is designed so tha....
Release Date 2022/03 -
Practical Simulations for Machine Learning
Simulation and synthesis are core parts of the future of AI and machine learning. Consider: programmers, data scientists, and machine learning engineers can create the brain of a self-driving car without the car. Rather than use information from the real world, you can create artificial data using s.... -
Artificial Intelligence and Software Testing
Author Adam Leon Smith , Rex Black , James Davenport , Joanna Olszewska , Jeremias Rößler
AI presents a new paradigm in the development of software, representing the biggest change to how we think about quality and testing in decades. Many well known issues around AI manifest as quality management problems. This book explores AI from that angle and is aimed at testing and quality managem....
Release Date 2022/03 -
Intelligent Systems for Rehabilitation Engineering
Author Roshani Raut , Pranav Pathak , Sandeep Kautish , Pradeep N.
INTELLIGENT SYSTEMS FOR REHABILITATION ENGINEERINGEncapsulates different case studies where technology can be used as assistive technology for the physically challenged, visually and hearing impaired. Rehabilitation engineering includes the development of technological solutions and devices to assis....
Release Date 2022/02 -
Machine Learning for Auditors: Automating Fraud Investigations Through Artificial Intelligence
Author Maris Sekar
Use artificial intelligence (AI) techniques to build tools for auditing your organization. This is a practical book with implementation recipes that demystify AI, ML, and data science and their roles as applied to auditing. You will learn about data analysis techniques that will help you gain insigh....
Release Date 2022/02 -
Microsoft Sentinel in Action - Second Edition
Author Richard Diver , Gary Bushey , John Perkins
Learn how to set up, configure, and use Microsoft Sentinel to provide security incident and event management services for your multi-cloud environmentKey FeaturesCollect, normalize, and analyze security information from multiple data sourcesIntegrate AI, machine learning, built-in and custom threat ....
Release Date 2022/02 -
Cyberphysical Smart Cities Infrastructures
Author M. Hadi Amini , Miadreza Shafie-khah
Learn to deploy novel algorithms to improve and secure smart city infrastructureIn Cyberphysical Smart Cities Infrastructures: Optimal Operation and Intelligent Decision Making, accomplished researchers Drs. M. Hadi Amini and Miadreza Shafie-Khah deliver a crucial exploration of new directions in th....
Release Date 2022/01 -
Author Liangqu Long , Xiangming Zeng
Incorporate deep learning into your development projects through hands-on coding and the latest versions of deep learning software, such as TensorFlow 2 and Keras. The materials used in this book are based on years of successful online education experience and feedback from thousands of online learn....
Release Date 2022/01 -
The Machine Learning Solutions Architect Handbook
Author David Ping
Build highly secure and scalable machine learning platforms to support the fast-paced adoption of machine learning solutionsKey FeaturesExplore different ML tools and frameworks to solve large-scale machine learning challenges in the cloudBuild an efficient data science environment for data explorat....
Release Date 2022/01 -
Machine Learning in Biotechnology and Life Sciences
Author Saleh Alkhalifa
Explore all the tools and templates needed for data scientists to drive success in their biotechnology careers with this comprehensive guideKey FeaturesLearn the applications of machine learning in biotechnology and life science sectorsDiscover exciting real-world applications of deep learning and n....
Release Date 2022/01 -
Author Andy Pandharikar , Frederik Bussler
Learn how to use artificial intelligence for product and service innovation, including the diverse use cases of Commerce.AIKey FeaturesLearn how to integrate data and AI in your innovation workflowsUnlock insights into how various industries are using AI for innovationApply your knowledge to real in....
Release Date 2022/01