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Beginning Data Science in R 4: Data Analysis, Visualization, and Modelling for the Data Scientist
Author Thomas Mailund
Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. Updated for the R 4.0 release, this book teaches you techniques for both data manipulation and visualization and shows you the best way for developing new softwar....
Release Date 2022/06 -
Time Series Analysis with Python Cookbook
Author Tarek A. Atwan
Perform time series analysis and forecasting confidently with this Python code bank and reference manualKey FeaturesExplore forecasting and anomaly detection techniques using statistical, machine learning, and deep learning algorithmsLearn different techniques for evaluating, diagnosing, and optimiz....
Release Date 2022/06 -
Mastering Microsoft Power BI - Second Edition
Author Greg Deckler , Brett Powell , Leon Gordon
Plan, design, develop, and manage robust Power BI solutions to generate meaningful insights and make data-driven decisions.Purchase of the print or Kindle book includes a free eBook in the PDF format.Key FeaturesMaster the latest dashboarding and reporting features of Microsoft Power BICombine data ....
Release Date 2022/06 -
Feature Store for Machine Learning
Author Jayanth Kumar M J
Learn how to leverage feature stores to make the most of your machine learning modelsKey FeaturesUnderstand the significance of feature stores in the ML life cycleDiscover how features can be shared, discovered, and re-usedLearn to make features available for online models during inferenceBook Descr....
Release Date 2022/06 -
Author Paul Houghton
Build and deploy data pipelines with Alteryx by applying practical DataOps principlesKey FeaturesLearn DataOps principles to build data pipelines with AlteryxBuild robust data pipelines with Alteryx DesignerUse Alteryx Server and Alteryx Connect to share and deploy your data pipelinesBook Descriptio....
Release Date 2022/06 -
Microsoft Power BI Data Analyst Certification Guide
Author Orrin Edenfield , Edward Corcoran
Gain the knowledge and skills needed to become a certified Microsoft Power BI data analyst and get the most out of Power BIKey FeaturesGet the skills you need to pass the PL-300 certification exam with confidenceCreate and maintain robust reports and dashboards to enable a data-driven enterpriseTest....
Release Date 2022/06 -
Machine Learning on Kubernetes
Author Faisal Masood , Ross Brigoli
Build a Kubernetes-based self-serving, agile data science and machine learning ecosystem for your organization using reliable and secure open source technologiesKey FeaturesBuild a complete machine learning platform on KubernetesImprove the agility and velocity of your team by adopting the self-serv....
Release Date 2022/06 -
Author IBM
The focus of this Blueprint publication is to highlight the early threat detection capabilities of IBM® QRadar® and to show how to proactively start a cyber-resilience workflow in response to a cyberattack or malicious user actions. The workflow uses IBM's Copy Services Manager as orchestration sof....
Release Date 2022/07 -
IBM DS8900F and IBM Z Synergy DS8900F: Release 9.3 and z/OS 2.5
Author Peterl Kimmel , Jörg Klemm
IBM Z® has a close and unique relationship to its storage. Over the years, improvements to the IBM zSystems® processors and storage software, the disk storage systems, and their communication architecture consistently reinforced this synergy. This IBM® Redpaper™ publication summarizes and highlights....
Release Date 2022/07 -
Essential Math for Data Science
To succeed in data science you need some math proficiency. But not just any math. This common-sense guide provides a clear, plain English survey of the math you'll need in data science, including probability, statistics, hypothesis testing, linear algebra, machine learning, and calculus.Practical e.... -
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 -
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 -
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 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 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 -
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 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 -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
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