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Deep Learning for Natural Language Processing
Author Stephan Raaijmakers
Explore the most challenging issues of natural language processing, and learn how to solve them with cutting-edge deep learning! Inside Deep Learning for Natural Language Processing you’ll find a wealth of NLP insights, including: An overview of NLP and deep learningOne-hot text representationsW....
Release Date 2022/11 -
Applied Machine Learning and AI for Engineers
Author Jeff Prosise
While many introductory guides to AI are calculus books in disguise, this one mostly eschews the math. Instead, author Jeff Prosise helps engineers and software developers build an intuitive understanding of AI to solve business problems. Need to create a system to detect the sounds of illegal loggi....
Release Date 2022/11 -
Author Adam Aspin
Develop powerful data models that bind data from disparate sources into a coherent whole. Then extend your data models using DAX–the query language that underpins Power BI–to create reusable measures to deliver finely-crafted custom calculations in your dashboards.This book starts off teaching you h....
Release Date 2022/11 -
Introducing RavenDB: The Database for Modern Data Persistence
Author Dejan Miličić
Simplify your first steps with the RavenDB NoSQL Document Database. This book takes a task-oriented approach by showing common problems, potential solutions, brief explanations of how those solutions work, and the mechanisms used. Based on real-world examples, the recipes in this book will show you ....
Release Date 2022/11 -
SQL Server 2022 Revealed: A Hybrid Data Platform Powered by Security, Performance, and Availability
Author Bob Ward
Know how to use the new capabilities and cloud integrations in SQL Server 2022. This book covers the many innovative integrations with the Azure Cloud that make SQL Server 2022 the most cloud-connected edition ever. The book covers cutting-edge features such as the blockchain-based Ledger for creati....
Release Date 2022/11 -
SQL Server 2022 Query Performance Tuning: Troubleshoot and Optimize Query Performance
Author Grant Fritchey
Troubleshoot slow-performing queries and make them run faster. Database administrators and SQL developers are constantly under pressure to provide more speed. This new edition has been redesigned and rewritten from scratch based on the last 15 years of learning, knowledge, and experience accumu....
Release Date 2022/11 -
Pro SQL Server 2022 Administration: A Guide for the Modern DBA
Author Peter A. Carter
Get your daily work done efficiently using this comprehensive guide for SQL Server DBAs that covers all that a practicing database administrator needs to know. Updated for SQL Server 2022, this edition includes coverage of new features, such as Ledger, which provides an immutable record of table his....
Release Date 2022/11 -
Author Jeffrey M. Rhodes
Learn how to automate processes, visualize your data, and improve productivity using Power Apps, Power Automate, Power BI, SharePoint, Forms, Teams, and more. This book will help you build complete solutions that often involve storing data in SharePoint, creating a front-end application in Power App....
Release Date 2022/11 -
Winning the National Security AI Competition: A Practical Guide for Government and Industry Leaders
Author Chris Whitlock , Frank Strickland
In introducing the National Security Commission on AI’s final report, Eric Schmidt, former Google CEO, and Robert Work, former Deputy Secretary of Defense, wrote: “The human talent deficit is the government’s most conspicuous AI deficit and the single greatest inhibitor to buying, building, and fiel....
Release Date 2022/11 -
Beginning MATLAB and Simulink: From Beginner to Pro
Author Sulaymon Eshkabilov
Employ essential tools and functions of the MATLAB and Simulink packages, which are explained and demonstrated via interactive examples and case studies. This revised edition covers features from the latest MATLAB 2022b release, as well as other features that have been released since the first editi....
Release Date 2022/11 -
Statistics All-in-One For Dummies
Author Deborah J. Rumsey
The odds-on best way to master stats.Statistics All-in-One For Dummies is packed with lessons, examples, and practice problems to help you slay your stats course. Develop confidence and understanding in statistics with easy-to-understand (even fun) explanations of key concepts. Plus, you’ll get acce....
Release Date 2022/11 -
IBM Elastic Storage System Introduction Guide
Author Stieg Klein , Chris Maestas
This IBM® Redpaper Redbookspublication provides an overview of the IBM Elastic Storage® Server (IBM ESS) and IBM Elastic Storage System (also IBM ESS). These scalable, high-performance data and file management solution, are built on IBM Spectrum® Scale technology. Providing reliability, performance,....
Release Date 2022/11 -
Author Makenzie Manna , Erhan Mengusoglu , Artem Minin , Krishna Teja Rekapalli , Thomas Rü
In today's fast-paced, ever-growing digital world, you face various new and complex business problems. To help resolve these problems, enterprises are embedding artificial intelligence (AI) into their mission-critical business processes and applications to help improve operations, optimize performa....
Release Date 2022/11 -
Author Bill Karwin
SQL is the ubiquitous language for software developers working with structured data. Most developers who rely on SQL are experts in their favorite language (such as Java, Python, or Go), but they're not experts in SQL. They often depend on antipatterns - solutions that look right but become increa....
Release Date 2022/10 -
Author Xudong Ma , Vishakh Hegde , Lilit Yolyan
Visualize and build deep learning models with 3D data using PyTorch3D and other Python frameworks to conquer real-world application challenges with easeKey FeaturesUnderstand 3D data processing with rendering, PyTorch optimization, and heterogeneous batchingImplement differentiable rendering concept....
Release Date 2022/10 -
Machine Learning Engineering on AWS
Author Joshua Arvin Lat
Work seamlessly with production-ready machine learning systems and pipelines on AWS by addressing key pain points encountered in the ML life cycleKey FeaturesGain practical knowledge of managing ML workloads on AWS using Amazon SageMaker, Amazon EKS, and moreUse container and serverless services to ....
Release Date 2022/10 -
Machine Learning Techniques for Text
Author Nikos Tsourakis
Take your Python text processing skills to another level by learning about the latest natural language processing and machine learning techniques with this full color guideKey FeaturesLearn how to acquire and process textual data and visualize the key findingsObtain deeper insight into the most comm....
Release Date 2022/10 -
Interpretable Machine Learning with Python - Second Edition
Author Serg Masís
A deep and detailed dive into the key aspects and challenges of machine learning interpretability, complete with the know-how on how to overcome and leverage them to build fairer, safer, and more reliable modelsKey FeaturesExtract easy-to-understand insights from any machine learning modelBecome wel....
Release Date 2022/10 -
Deep Learning with TensorFlow and Keras - Third Edition
Author Amita Kapoor , Antonio Gulli , Sujit Pal , François Chollet
Build cutting edge machine and deep learning systems for the lab, production, and mobile devicesKey FeaturesUnderstand the fundamentals of deep learning and machine learning through clear explanations and extensive code samplesImplement graph neural networks, transformers using Hugging Face and Tens....
Release Date 2022/10 -
Neural Search - From Prototype to Production with Jina
Author Bo Wang , Cristian Mitroi , Feng Wang , Shubham Saboo , Susana Guzmán
Implement neural search systems on the cloud by leveraging Jina design patternsKey FeaturesIdentify the different search techniques and discover applications of neural searchGain a solid understanding of vector representation and apply your knowledge in neural searchUnlock deeper levels of knowledge....
Release Date 2022/10 -
Quantum Machine Learning and Optimisation in Finance
Author Antoine Jacquier , Oleksiy Kondratyev , Alexander Lipton , Marcos López de Prado
Learn the principles of quantum machine learning and how to apply themWhile focus is on financial use cases, all the methods and techniques are transferable to other fieldsPurchase of Print or Kindle includes a free eBook in PDFKey FeaturesDiscover how to solve optimisation problems on quantum compu....
Release Date 2022/10 -
Intelligent Document Processing with AWS AI/ML
Author Sonali Sahu
Build real-world artificial intelligence applications across industries with the help of intelligent document processingKey FeaturesTackle common document processing problems to extract value from any type of documentUnlock deeper levels of insights on IDP in a more structured and accelerated way us....
Release Date 2022/10 -
Architecting Solutions with SAP Business Technology Platform
Author Serdar Simsekler , Eric Du
A practical handbook packed with expert advice on architectural considerations for designing solutions using SAP BTP to drive digital innovationPurchase of the print or Kindle book includes a free eBook in the PDF formatKey FeaturesGuide your customers with proven architectural strategies and consid....
Release Date 2022/10 -
Data Storytelling with Google Looker Studio
Author Sireesha Pulipati , Nicholas Kelly
Apply data storytelling concepts and analytical thinking to create dashboards and reports in Looker Studio to aid data-driven decision makingKey FeaturesGain a solid understanding of data visualization principles and learn to apply them effectivelyGet to grips with the concepts and features of Looke....
Release Date 2022/10 -
Deep Learning with R, Second Edition
Author Tomasz Kalinowski , Sigrid Keydana , J.J. Allaire , Francois Chollet
Deep learning from the ground up using R and the powerful Keras library! In Deep Learning with R, Second Edition you will learn: Deep learning from first principlesImage classification and image segmentationTime series forecastingText classification and machine translationText generation, neural....
Release Date 2022/10 -
Author Thushan Ganegedara
Unlock the TensorFlow design secrets behind successful deep learning applications! Deep learning StackOverflow contributor Thushan Ganegedara teaches you the new features of TensorFlow 2 in this hands-on guide. In TensorFlow in Action you will learn: Fundamentals of TensorFlowImplementing deep l....
Release Date 2022/10 -
Getting Started with Natural Language Processing
Author Ekaterina Kochmar
Hit the ground running with this in-depth introduction to the NLP skills and techniques that allow your computers to speak human. In Getting Started with Natural Language Processing you’ll learn about: Fundamental concepts and algorithms of NLPUseful Python libraries for NLPBuilding a search al....
Release Date 2022/10 -
Introduction to Transformers for NLP: With the Hugging Face Library and Models to Solve Problems
Author Shashank Mohan Jain
Get a hands-on introduction to Transformer architecture using the Hugging Face library. This book explains how Transformers are changing the AI domain, particularly in the area of natural language processing.This book covers Transformer architecture and its relevance in natural language process....
Release Date 2022/10 -
R 4 Data Science Quick Reference: A Pocket Guide to APIs, Libraries, and Packages
Author Thomas Mailund
In this handy, quick reference book you'll be introduced to several R data science packages, with examples of how to use each of them. All concepts will be covered concisely, with many illustrative examples using the following APIs: readr, dibble, forecasts, lubridate, stringr, tidyr, magnittr, dpl....
Release Date 2022/10 -
Red Hat OpenShift Container Platform for IBM zCX
Author Lydia Parziale , Andy Armstrong , Vic Cross , Maike Havemann , Redelf Janssen , Pablo
Application modernization is essential for continuous improvements to your business value. Modernizing your applications includes improvements to your software architecture, application infrastructure, development techniques, and business strategies. All of which allows you to gain increased busines....
Release Date 2022/10