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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.... -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
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 -
Analytics for Retail: A Step-by-Step Guide to the Statistics Behind a Successful Retail Business
Author Rhoda Okunev
Examine select retail business scenarios to learn basic mathematics, as well as probability and statistics required to analyze big data. This book focuses on useful and imperative applied analytics needed to build a retail business and explains mathematical concepts essential for decision making and....
Release Date 2022/06 -
Designing Machine Learning Systems
Many tutorials show you how to develop ML systems from ideation to deployed models. But with constant changes in tooling, those systems can quickly become outdated. Without an intentional design to hold the components together, these systems will become a technical liability, prone to errors and be .... -
Mastering Azure Machine Learning - Second Edition
Author Christoph Körner , Marcel Alsdorf
Supercharge and automate your deployments to Azure Machine Learning clusters and Azure Kubernetes Service using Azure Machine Learning servicesKey FeaturesImplement end-to-end machine learning pipelines on AzureTrain deep learning models using Azure compute infrastructureDeploy machine learning mode....
Release Date 2022/05 -
A Government Librarian’s Guide to Information Governance and Data Privacy
Author Phyllis L. Elin , Max Rapaport
This book provides a concise and usable overview of the practical implications of important public sector United States federal, state, and municipal laws and standards related to information governance, as they pertain to librarians, research staff, universities, corporate regulatory managers, and ....
Release Date 2022/05 -
Author Cathy Hackl , Dirk Lueth , Tommaso Di Bartolo , John Arkontaky , Yat Siu
Jump into the metaverse to connect with consumers and explore endless opportunitiesLike the Internet before it, the metaverse is a virtual space bringing people, companies, and products together in both digital and real environments to create new economic opportunities. The groundwork is already lai....
Release Date 2022/05 -
Author Sara Sanford
Design systemic equity and diversity into your organizationInclusion, Inc: How to Design Intersectional Equityinto the Workplace moves beyond having tough conversations to deliver an innovative and proven approach to organizational diversity. Eschewing the “mindset-first” approach taken by many dive....
Release Date 2022/05 -
Author Ulrika Jagare
A holistic and real-world approach to operationalizing artificial intelligence in your companyIn Operating AI, Director of Technology and Architecture at Ericsson AB, Ulrika Jägare, delivers an eye-opening new discussion of how to introduce your organization to artificial intelligence by balanc....
Release Date 2022/05 -
Graph-Powered Analytics and Machine Learning with TigerGraph
With the rapid rise of graph databases, organizations are now implementing advanced analytics and machine learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using T.... -
Python for Geospatial Data Analysis
In spatial data science, things in closer proximity to one another likely have more in common than things that are farther apart. With this practical book, geospatial professionals, data scientists, business analysts, geographers, geologists, and others familiar with data analysis and visualization .... -
Author IBM
The focus of this Blueprint is to facilitate the deployment of the hybrid cloud business continuity solution with Red Hat OpenShift Container Platform (RHOCP) on Microsoft Azure Cloud and Container Storage Interface (CSI) driver plug-in for IBM Block Storage and IBM® Spectrum Virtualize for Public C....
Release Date 2022/05 -
Author Ewerson Palacio , Octavian Lascu , Bill White
This IBM® Redpaper™ publication provides a list of features and functions that are supported on IBM Z, including:IBM z16™ - Machine type 3931;IBM z15™ - Machine types 8561 and 8562;IBM z14™ - Machine types 3906 and 3907.On 30 June 2021, the IBM z14 (M/T 3906) was withdrawn from marketing (WDMF)....
Release Date 2022/05 -
Author Thomas Pettit , Scott Cosentino
Learning MySQL just got a whole lot easier, thanks to this hands-on workshop, complete with simple explanations, engaging examples, and realistic exercises that focus on helping you to build and maintain databases effectivelyKey FeaturesLearn how to set up and maintain a MySQL databaseRun SQL querie....
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 -
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 -
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 -
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 -
Artificial Intelligence with Power BI
Author Mary-Jo Diepeveen
Learn how to create your own AI model and consume it in your Power BI reports to gain better insights from your dataKey FeaturesLearn how to gain better insights from your data by applying different AI techniques within Power BISave time by creating machine learning models independently and integrat....
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 -
Microsoft Power BI Performance Best Practices
Author Bhavik Merchant , Christopher Webb
Supercharge performance analytics and create repeatable patterns to ensure you get the best performance and scalability from your analytics solutions with Power BIKey FeaturesLearn how to build performant data models and apply Row-Level SecurityIdentify and fix performance issues in reports, DAX, an....
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