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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 -
Author Sumit Gupta , Sylvester Pinto , Shweta Sankhe-Savale , JC Gillet , Kenneth Michael C
Learn how to bring your data to life with this hands-on guide to visual analytics with TableauKey FeaturesMaster the fundamentals of Tableau Desktop and Tableau PrepLearn how to explore, analyze, and present data to provide business insightsBuild your experience and confidence with hands-on exercise....
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 -
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 -
Author Paul Daugherty , H. James Wilson
Technology advances are making tech more . . . human. This changes everything you thought you knew about innovation and strategy.In their groundbreaking book, Human + Machine, Accenture technology leaders Paul R. Daugherty and H. James Wilson showed how leading organizations use the power of human-m....
Release Date 2022/04 -
Machine Learning Engineering in Action
Author Ben Wilson
Field-tested tips, tricks, and design patterns for building machine learning projects that are deployable, maintainable, and secure from concept to production. In Machine Learning Engineering in Action, you will learn: Evaluating data science problems to find the most effective solutionScoping a....
Release Date 2022/04 -
Author Phil Wilkins
Logging in Action teaches you to record and analyze application and infrastructure data using Fluentd. Using clear, relevant examples, it shows you exactly how to transform raw system data into a unified stream of actionable information. You’ll discover how logging configuration impacts the way your....
Release Date 2022/04 -
Excel Dashboards & Reports For Dummies, 4th Edition
Author Michael Alexander
It’s time for some truly “Excel-lent” spreadsheet reportingBeneath the seemingly endless rows and columns of cells, the latest version of Microsoft Excel boasts an astonishing variety of features and capabilities. But how do you go about tapping into some of that power without spending all of your d....
Release Date 2022/04 -
Author Sandeep Kumar Panda , Ramesh Kumar Mohapatra , Subhrakanta Panda , S. Balamurugan
THE NEW ADVANCED SOCIETYIncluded in this book are the fundamentals of Society 5.0, artificial intelligence, and the industrial Internet of Things, featuring their working principles and application in different sectors.A 360-degree view of the different dimensions of the digital revolution is presen....
Release Date 2022/04 -
Bioinformatics and Medical Applications
Author A. Suresh , S. Vimal , Y. Harold Robinson , Dhinesh Kumar Ramaswami , R. Udendhran
BIOINFORMATICS AND MEDICAL APPLICATIONSThe main topics addressed in this book are big data analytics problems in bioinformatics research such as microarray data analysis, sequence analysis, genomics-based analytics, disease network analysis, techniques for big data analytics, and health information ....
Release Date 2022/04 -
Delta Lake: The Definitive Guide
Analysis and machine learning models are only as good as the data they're built on. Querying processed data and getting insights from it requires a robust data pipeline--and an effective storage solution that ensures data quality, data integrity, and performance.This guide introduces you to Delta L.... -
Advanced Analytics with PySpark
The amount of data being generated today is staggering--and growing. Apache Spark has emerged as the de facto tool to analyze big data and is now a critical part of the data science toolbox. Updated for Spark 3.0, this practical guide brings together Spark, statistical methods, and real-world datase.... -
SQL Server Advanced Troubleshooting and Performance Tuning
This practical book provides a comprehensive overview of troubleshooting and performance tuning best practices for Microsoft SQL Server. Database engineers, including database developers and administrators, will learn how to identify performance issues, troubleshoot the system in a holistic fashion,.... -
Author IBM
The focus of this blueprint is to highlight early threat detection by IBM® QRadar® and to proactively start a cyber resilience workflow in response to a cyberattack or malicious user actions. The workflow uses IBM Copy Services Manager (CSM) as orchestration software to start IBM DS8000® Safeguarded....
Release Date 2022/04 -
PostgreSQL 14 Administration Cookbook
Author Simon Riggs , Gianni Ciolli
Administer, monitor, and replicate your PostgreSQL 14 database for efficient database management and maintenanceKey FeaturesTroubleshoot and tackle any administration and management problems in PostgreSQL 14Find expert techniques for monitoring, fine-tuning, and securing your databaseAdopt efficient....
Release Date 2022/03 -
Author Pradeep Menon
Propose a new scalable data architecture paradigm, Data Lakehouse, that addresses the limitations of current data architecture patternsKey FeaturesUnderstand how data is ingested, stored, served, governed, and secured for enabling data analyticsExplore a practical way to implement Data Lakehouse usi....
Release Date 2022/03 -
Reproducible Data Science with Pachyderm
Author Svetlana Karslioglu
Create scalable and reliable data pipelines easily with PachydermKey FeaturesLearn how to build an enterprise-level reproducible data science platform with PachydermDeploy Pachyderm on cloud platforms such as AWS EKS, Google Kubernetes Engine, and Microsoft Azure Kubernetes ServiceIntegrate Pachyder....
Release Date 2022/03 -
Getting Started with Elastic Stack 8.0
Author Asjad Athick , Shay Banon
Use the Elastic Stack for search, security, and observability-related use cases while working with large amounts of data on-premise and on the cloudKey FeaturesLearn the core components of the Elastic Stack and how they work togetherBuild search experiences, monitor and observe your environments, an....
Release Date 2022/03 -
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 -
Author Peter W. Osnos
A compelling new picture of one of the most important, complex, and misunderstood figures of our time.The name George Soros is recognized around the world. Universally known for his decades of philanthropy, progressive politics, and investment success, he is equally well known as the nemesis of the ....
Release Date 2022/03 -
Doing It All as a Solo Parent (HBR Working Parents Series)
Author Harvard Business Review , Daisy Dowling , Brigid Schulte , Heidi Grant , Shawn Achor
You're only one person—but you're not alone.As a single parent, you know your life is different from the other working parents around you. With the pressure to perform well at work and no partner to assist with tasks at home (let alone major crises), you likely find yourself pulled in all directio....
Release Date 2022/03 -
Author Josh Fischer , Ning Wang
Grokking Streaming Systems introduces real-time event streaming applications in clear, reader-friendly language. This engaging book illuminates core concepts like data parallelization, event windows, and backpressure without getting bogged down in framework-specific details. As you go, you’ll build ....
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.... -
Introducing Charticulator for Power BI: Design Vibrant and Customized Visual Representations of Data
Author Alison Box
Create stunning and complex visualizations using the amazing Charticulator custom visuals in Power BI. Charticulator offers users immense power to generate visuals and graphics. To a beginner, there are myriad settings and options that can be combined in what feels like an unlimited number of c....
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 -
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 -
R 4 Quick Syntax Reference: A Pocket Guide to the Language, API's and Library
Author Margot Tollefson
This handy reference book detailing the intricacies of R covers version 4.x features, including numerous and significant changes to syntax, strings, reference counting, grid units, and more.Starting with the basic structure of R, the book takes you on a journey through the terminology used in R and ....
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 -
Databases Illuminated, 4th Edition
Author Catherine M. Ricardo , Susan D. Urban , Karen C. Davis
Databases Illuminated, Fourth Edition is designed to help students integrate theoretical material with practical knowledge, using an approach that applies theory to practical database implementation.
Release Date 2022/03 -
Excel Power Pivot & Power Query For Dummies, 2nd Edition
Author Michael Alexander
Learn to crunch huge amounts of data with PowerPivot and Power QueryDo you have a ton of data you need to make sense of? Microsoft’s Excel program can handle amazingly large data sets, but you’ll need to get familiar with PowerPivot and Power Query to get started. And that’s where Dummies comes in. ....
Release Date 2022/03