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Learning Tableau 2022 - Fifth Edition
Author Joshua N. Milligan , Blair Hutchinson , Mark Tossell , Roberto Andreoli
Now in color, this edition of Learning Tableau will empower you to bring data to life and make better business decisionsKey FeaturesLearn the basics of data analysis, from snappy visualizations to comprehensive dashboardsGain meaningful insights with geospatial analysis, scripting extensions, and ot....
Release Date 2022/08 -
Serverless ETL and Analytics with AWS Glue
Author Vishal Pathak , Subramanya Vajiraya , Noritaka Sekiyama , Tomohiro Tanaka , Albert Q
Build efficient data lakes that can scale to virtually unlimited size using AWS GlueKey FeaturesLearn to work with AWS Glue to overcome typical implementation challenges in data lakesCreate and manage serverless ETL pipelines that can scale to manage big dataWritten by AWS Glue community members, th....
Release Date 2022/08 -
Effective Data Science Infrastructure
Author Ville Tuulos
Simplify data science infrastructure to give data scientists an efficient path from prototype to production. In Effective Data Science Infrastructure you will learn how to: Design data science infrastructure that boosts productivityHandle compute and orchestration in the cloudDeploy machine lear....
Release Date 2022/08 -
Author Adam Aspin
This book provides all you need to find data from external sources and load and transform that data into Power BI where you can mine it for business insights and a competitive edge. This ranges from connecting to corporate databases such as Azure SQL and SQL Server to file-based data sources, and cl....
Release Date 2022/08 -
Getting Started with Grafana: Real-Time Dashboards for IT and Business Operations
Author Ronald McCollam
Begin working with the Grafana data visualization platform. This book is a “how-to manual” for deploying and administering Grafana, creating real-time dashboards and alerts, exploring the data you have, and even synthesizing new data by combining and manipulating data from multiple different sources....
Release Date 2022/08 -
Author Farzin Asadi
Design and analyze electronic components and systems with the help of powerful software and effective skillsets. Balancing theory with practical exploration of the relevant software, you'll start solving power electronics problems like a pro. Using MATLAB®/Simulink®, you'll analyze the circuit in ....
Release Date 2022/08 -
Designing Human-Centric AI Experiences: Applied UX Design for Artificial Intelligence
Author Akshay Kore
User experience (UX) design practices have seen a fundamental shift as more and more software products incorporate machine learning (ML) components and artificial intelligence (AI) algorithms at their core. This book will probe into UX design’s role in making technologies inclusive and enabling u....
Release Date 2022/08 -
Optimal and Robust State Estimation
Author Yuriy S. Shmaliy , Shunyi Zhao
A unified and systematic theoretical framework for solving problems related to finite impulse response (FIR) estimateOptimal and Robust State Estimation: Finite Impulse Response (FIR) and Kalman Approaches is a comprehensive investigation into batch state estimators and recursive forms. The work beg....
Release Date 2022/08 -
Building a Red Hat OpenShift Environment on IBM Z
Author Lydia Parziale , Alexandre de Oliveira , Anna Shugol , Elton de Souza , Wilhelm Mild
Cybersecurity is the most important arm of defense against cyberattacks. With the recent increase in cyberattacks, corporations must focus on how they are combating these new high-tech threats. When establishing best practices, a corporation must focus on employees' access to specific workspaces an....
Release Date 2022/08 -
Author Shashank Shingornikar , Raninder Ravi Bhandari
This IBM® blueprint publication focuses on early threat detection within a database environment by using IBM Security Guardium® Data Protection and IBM QRadar®. It also highlights how to proactively start a cyber resilience workflow in response to a cyberattack or potential malicious user actions. T....
Release Date 2022/08 -
Author Michael Bunting , Carl Lemieux
Learn the secrets to self-awareness, life-changing growth and happy, high-performing teams—from the bestselling author of The Mindful LeaderGreat leaders and teams don’t know everything, and they don’t get it right every time. What sets them apart is their commitment to continual learning and vertic....
Release Date 2022/08 -
Exam Ref PL-300 Microsoft Power BI Data Analyst
Author Daniil Maslyuk
Prepare for Microsoft Exam PL-300 and help demonstrate your real-world ability to deliver actionable insights with Power BI by leveraging available data and domain expertise; to provide meaningful business value through clear data visualizations; to enable others to perform self-service analytics, a....
Release Date 2022/08 -
Natural Language Processing with TensorFlow - Second Edition
Author Thushan Ganegedara , Andrei Lopatenko
From introductory NLP tasks to Transformer models, this new edition teaches you to utilize powerful TensorFlow APIs to implement end-to-end NLP solutions driven by performant ML (Machine Learning) modelsKey FeaturesLearn to solve common NLP problems effectively with TensorFlow 2.xImplement end-to-en....
Release Date 2022/07 -
Machine Learning for Streaming Data with Python
Author Joos Korstanje
Apply machine learning to streaming data with the help of practical examples, and deal with challenges that surround streamingKey FeaturesWork on streaming use cases that are not taught in most data science coursesGain experience with state-of-the-art tools for streaming dataMitigate various challen....
Release Date 2022/07 -
Applied Machine Learning Explainability Techniques
Author Aditya Bhattacharya
Leverage top XAI frameworks to explain your machine learning models with ease and discover best practices and guidelines to build scalable explainable ML systemsKey FeaturesExplore various explainability methods for designing robust and scalable explainable ML systemsUse XAI frameworks such as LIME ....
Release Date 2022/07 -
Simplifying Data Engineering and Analytics with Delta
Author Anindita Mahapatra , Doug May
Explore how Delta brings reliability, performance, and governance to your data lake and all the AI and BI use cases built on top of itKey FeaturesLearn Delta's core concepts and features as well as what makes it a perfect match for data engineering and analysisSolve business challenges of different....
Release Date 2022/07 -
Machine Learning at Scale with H2O
Author Gregory Keys , David Whiting
Build predictive models using large data volumes and deploy them to production using cutting-edge techniquesKey FeaturesBuild highly accurate state-of-the-art machine learning models against large-scale dataDeploy models for batch, real-time, and streaming data in a wide variety of target production....
Release Date 2022/07 -
Principles of Data Management, 3rd Edition
Author Keith Gordon
Data is a valuable corporate asset and its effective management is vital to success. This professional guide covers all the key areas of data management, including database development and corporate data modelling. The new edition adds chapters on linked data, concept systems and big data and artifi....
Release Date 2022/07 -
A Corporate Librarian’s Guide to Information Governance and Data Privacy
Author Phyllis L. Elin
With the expansion of technology and governance, the information governance industry has experienced dramatic and often, sudden changes. Among the most important shifts are the proliferation of data privacy rules and regulations, the exponential growth of data and the need for removing redundant, ob....
Release Date 2022/07 -
Author Ajay Thampi
AI doesn’t have to be a black box. These practical techniques help shine a light on your model’s mysterious inner workings. Make your AI more transparent, and you’ll improve trust in your results, combat data leakage and bias, and ensure compliance with legal requirements. In Interpretable AI, yo....
Release Date 2022/07 -
Learn dbatools in a Month of Lunches
Author Rob Sewell , Jess Pomfret , Chrissy LeMaire , Cláudio Silva
If you work with SQL Server, dbatools is a lifesaver. This book will show you how to use this free and open source PowerShell module to automate just about every SQL server task you can imagine—all in just one month! In Learn dbatools in a Month of Lunches you will learn how to: Perform instance....
Release Date 2022/07 -
API Strategy for Decision Makers
Author Mike Amundsen , Derric Gilling
API Strategy for Decision Makers provides actionable best practices for building winning API products. Whether you're with an API-first company or with an existing enterprise software company looking to expand your API offerings, this report shows you how to grow your API product into a center of r....
Release Date 2022/07 -
Author Max Kuhn , Julia Silge
Get going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just starting out or have years of experience with modeling, this practical introduction shows data analysts, business analysts, and data scientists how the tidymodels framework offers a consiste....
Release Date 2022/07 -
Computer Vision Projects with PyTorch: Design and Develop Production-Grade Models
Author Akshay Kulkarni , Adarsha Shivananda , Nitin Ranjan Sharma
Design and develop end-to-end, production-grade computer vision projects for real-world industry problems. This book discusses computer vision algorithms and their applications using PyTorch.The book begins with the fundamentals of computer vision: convolutional neural nets, RESNET, YOLO, data augme....
Release Date 2022/07 -
Author Ron L'Esteve
Design and implement a modern data lakehouse on the Azure Data Platform using Delta Lake, Apache Spark, Azure Databricks, Azure Synapse Analytics, and Snowflake. This book teaches you the intricate details of the Data Lakehouse Paradigm and how to efficiently design a cloud-based data lakehouse usin....
Release Date 2022/07 -
Author Adam Aspin
Produce high-quality, visually attractive analysis quickly and effectively with Microsoft’s key BI tool. This book teaches analysts, managers, power users, and developers how to harness the power of Microsoft’s self-service business intelligence flagship product to deliver compelling and interactive....
Release Date 2022/07 -
Author Parma Nand , Uzzal Sharma , Jyotir Moy Chatterjee , Vishal Jain , Noor Zaman Jhanjhi
CYBER-PHYSICAL SYSTEMSThe 13 chapters in this book cover the various aspects associated with Cyber-Physical Systems (CPS) such as algorithms, application areas, and the improvement of existing technology such as machine learning, big data and robotics.Cyber-Physical Systems (CPS) is the interconnect....
Release Date 2022/07 -
Author Umang Singh , San Murugesan , Ashish Seth
EMERGING COMPUTING PARADIGMSA holistic overview of major new computing paradigms of the 21st CenturyIn Emerging Computing Paradigms: Principles, Advances and Applications, international scholars offer a compendium of essential knowledge on new promising computing paradigms. The book examines the cha....
Release Date 2022/07 -
Artificial Intelligence in Industry 4.0 and 5G Technology
Author Pandian Vasant , Elias Munapo , J. Joshua Thomas , Gerhard-Wilhelm Weber
Artificial Intelligence in Industry 4.0 and 5G TechnologyExplores innovative and value-added solutions for application problems in the commercial, business, and industry sectorsAs the pace of Artificial Intelligence (AI) technology innovation continues to accelerate, identifying the appropriate AI c....
Release Date 2022/07