“…Acquire finesse with CTools features and build rich and custom analytics solutions using Pentaho About This Book Learn everything you need to know to make the most of CTools Create interactive and remarkable dashboards using the CTools Understand how to use and create data visualizations that can make the difference The author of our book works for Pentaho as a Senior Consultant Acts as a follow-up to Packt's previously published products on Pentaho such as Pentaho Business Analytics Cookbook, Pentaho Analytics for MongoDB, Pentaho Data Integration Cookbook - Second Edition, and Pentaho Reporting [Video] Our book is based on the latest version of Pentaho, that is, 6.0 Who This Book Is For If you are a CTools developer and would like to expand your knowledge and create attractive dashboards and frameworks, this book is the go-to-guide for you. …”

“…Topics include Design and Implement a Relational Database Schema Design and Implement Indexes Design and Implement Views Implement Columnstore Indexes Ensure Data Integrity with Constraints Create Stored Procedures Create Triggers and User-Defined Functions Implement Transactions Manage Isolation Levels Optimize Concurrency and Locking Behavior Implement Memory-Optimized Tables and Native Stored Procedures Optimize Statistics and Indexes Analyze and Troubleshoot Query Plans Manage Performance for Database Instances Monitor and Trace SQL Server Baseline Performance Metrics About the Instructor Marilyn White has more than 20 years of experience in Information Technology and has worked with Microsoft Server products as a Microsoft Certified Trainer (MCT) for more than 18 years, spending most of that time specializing in SQL Server and SharePoint products. …”

Tabla de Contenidos: “…Chapter 1: Introduction to Hyper-V -- Chapter 2: Configuring Hyper-V Host Settings -- Chapter 3: Creating Your First Hyper-V Virtual Machine -- Chapter 4: Configuring Basic Virtual Machine Resources and Settings -- Chapter 5: Managing and Maintaining Hyper-V Integration Services -- Chapter 6: Managing and Modifying Virtual Machine Files -- Chapter 7: Utilizing Hyper-V Checkpoints for Software Upgrades -- Chapter 8: Connecting Virtual Machines to the Physical Network -- Chapter 9: Connecting Hyper-V Hosts to Storage Infrastructure -- Chapter 10: Providing High Availability for Hyper-V Virtual Machines -- Chapter 11: Using Failover Cluster Manager to Manage Hyper-V Clusters -- Chapter 12: Clustering Hyper-V Guests -- Chapter 13: Monitoring Hyper-V and Associated Guest VMs -- Chapter 14: Migrating Virtual Machines Between Hosts -- Chapter 15: Moving Existing Workloads to Hyper-V -- Chapter 16: Preparing for Disaster with Hyper-V Replica -- Chapter 17: Containers -- Chapter 18: Managing VMs with System Center Virtual Machine Manager -- Chapter 19: Continue Learning…”

“…You’ll learn your way around hardware and software, conduct installations, and connect to networks to get a workstation up and running smoothly; you’ll also develop the knowledge base needed to identify compatibility and security issues, mitigate risks, and conduct all-important preventative maintenance that keeps the end-user problem-free. The CompTIA IT Fundamentals certification validates your skills as a systems support specialist, and gets your foot in the door to a successful IT career. …”

Tabla de Contenidos: “…Estimating probabilities from an ensemble -- Sequences of models - AdaBoost -- Gradient tree boosting (GTB) -- XGBoost -- LightGBM -- CatBoost -- Dealing with big data -- Creating some big datasets as examples -- Scalability with volume -- Keeping up with velocity -- Dealing with variety -- An overview of Stochastic Gradient Descent (SGD) -- A peek into natural language processing (NLP) -- Word tokenization -- Stemming -- Word tagging -- Named entity recognition (NER) -- Stopwords -- A complete data science example - text classification -- An overview of unsupervised learning -- K-means -- DBSCAN - a density-based clustering technique -- Latent Dirichlet Allocation (LDA) -- Summary -- Chapter 5: Visualization, Insights, and Results -- Introducing the basics of matplotlib -- Trying curve plotting -- Using panels for clearer representations -- Plotting scatterplots for relationships in data -- Histograms -- Bar graphs -- Image visualization -- Selected graphical examples with pandas -- Working with boxplots and histograms -- Plotting scatterplots -- Discovering patterns by parallel coordinates -- Wrapping up matplotlib's commands -- Introducing Seaborn -- Enhancing your EDA capabilities -- Advanced data learning representation -- Learning curves -- Validation curves -- Feature importance for RandomForests -- Gradient Boosting Trees partial dependence plotting -- Creating a prediction server with machine-learning-as-a-service -- Summary -- Chapter 6: Social Network Analysis -- Introduction to graph theory -- Graph algorithms -- Types of node centrality -- Partitioning a network -- Graph loading, dumping, and sampling -- Summary -- Chapter 7: Deep Learning Beyond the Basics -- Approaching deep learning -- Classifying images with CNN -- Using pre-trained models -- Working with temporal sequences -- Summary -- Chapter 8: Spark for Big Data…”

Tabla de Contenidos: “…Golden images -- Security concerns -- Managed instance group (MIG) -- Instance templates -- Creating MIGs -- Built for resilience -- Autoscaling -- Autohealing -- Change management -- Performing a rolling update -- IAM and service accounts -- Administrative operations -- General roles -- Compute resource roles -- Network and security resource roles -- Compute instance IAM -- Pricing on GCE -- Instance discounts -- Preemptible instances -- Committed use discounts -- Sustained use discounts -- Other resource costs -- Always-free tier -- Summary -- Chapter 8: NoSQL with Datastore and Bigtable -- NoSQL solutions on GCP -- NoSQL technologies -- Google Cloud Datastore -- When to use Datastore -- Getting started -- Datastore locations -- Managing entities in the Cloud Console -- Datastore core concepts -- The structure of Datastore data -- Entities, kinds, and properties -- Data types -- Entity identifiers -- Namespaces -- Ancestry paths and keys -- Entity groups and consistency -- Entity groups -- Consistency and queries -- Working with entities -- Queries with GQL -- Using GQL in the Cloud Console -- Indexes -- Single property indexes -- Composite indexes -- Datastore under the hood -- The entities table -- Key -- Entity group -- Kind -- Properties -- Custom indexes -- Index tables -- EntitiesByKind -- EntitiesByProperty -- EntitesByCompositeProperty and Custom Indexes -- Datastore management and integrations -- Administrative tasks -- The Datastore Admin Console -- gcloud operations -- Integrations with other GCP services -- App Engine standard environment -- Other GCP services -- Datastore pricing and IAM -- Permissions in Datastore -- Google Cloud Firestore -- Comparison to Datastore -- A promising future -- Google Bigtable -- Core concepts -- Structure of Bigtable data -- Columns and column families -- Column families -- Scalable and intelligent…”

“…Lastly, you will also learn how to create and manage users access in an ConfigMgr environment By the end of this book, you will have learned to use the built-in mechanism to back up and restore data and also design maintenance plan. …”

“…What you will learn Explore deep neural networks and various frameworks that can be used in R Develop a joke recommendation engine to recommend jokes that match users' tastes Create powerful ML models with ensembles to predict employee attrition Build autoencoders for credit card fraud detection Work with image recognition and convolutional neural networks Make predictions for casino slot machine using reinforcement learning Implement NLP techniques for sentiment analysis and customer segmentation Who this book is for If you're a data analyst, data scientist, or machine learning developer who wants to master machine learning concepts using R by building real-world projects, this is the book for you. …”

“…What you will learn Set up JDK and understand what's new in the JDK 11 installation Implement object-oriented designs using classes and interfaces Manage operating system processes Create a modular application with clear dependencies Build graphical user interfaces using JavaFX Use the new HTTP Client API Explore the new diagnostic features in Java 11 Discover how to use the new JShell REPL tool Who this book is for The book is for intermediate-to-advanced Java programmers who want to make their applications fast, secure, and scalable. …”

“…What you will learn Develop a joke recommendation engine to show jokes that match users’ tastes Build autoencoders for credit card fraud detection Work with image recognition and convolutional neural networks Make predictions for casino slot machines using reinforcement learning Implement natural language processing (NLP) techniques for sentiment analysis and customer segmentation Produce simple and effective data visualizations for improved insights Use NLP to extract insights for text Implement tree-based classifiers including random forest and boosted tree Who this book is for If you're a data analyst, data scientist, or machine learning developer who wants to master machine learning techniques using R, this is an ideal Learning Path for you. …”

“…After reading this book, you will be able to understand the steps involved in design, development, and delivery of a workflow using Azure Functions. You will: Design and develop a Twitter bot application using Azure Functions with Azure Web App Service as the front end Leverage Azure Cosmos DB as data storage and trigger notifications using its change feed mechanism Store and retrieve secrets from Azure Key Vault Integrate Azure Functions with Azure SignalR Service to broadcast real-time messages Secure Azure Functions by enabling Twitter identity authentication using built-in App Service authentication Build a continuous integration and continuous delivery pipeline for Azure Functions using Visual Studio Team Services (VSTS)…”

“…A reasonable knowledge and understanding of core XenApp® elements and concepts used during virtualizing applications are assumed. …”

“…Over 150 real-world recipes to simplify database management, automate repetitive tasks, and enhance your productivity About This Book This book helps you build a strong foundation to get you comfortable using PowerShell with SQL Server, empowering you to create more complex scripts for your day-to-day job The book provides numerous guidelines, tips, and explanations on how and when to use PowerShell cmdlets, WMI, SMO, .NET classes, or other components It offers easy-to-follow, practical recipes to help you get the most out of SQL Server and PowerShell Who This Book Is For If you are a SQL Server database professional (DBA, developer, or BI developer) who wants to use PowerShell to automate, integrate, and simplify database tasks, this books is for you. …”

Tabla de Contenidos:

Tabla de Contenidos: “…""Cover""; ""Copyright""; ""Credits""; ""About the Author""; ""About the Reviewers""; ""www.PacktPub.com""; ""Table of Contents""; ""Preface""; ""Chapter 1: Revisiting Arrays""; ""Introduction""; ""Efficiently compressing a byte array""; ""Using Pascal's triangle to draw fractals""; ""Simulating multithreading using time-sharing""; ""Simulating a call stack using arrays""; ""Chapter 2: Alternative Linked Lists""; ""Building a doubly linked XOR list""; ""Speeding up access to linked list elements""; ""Building a simple shift-reduce parser""; ""Implementing a skew binary random access list""…”

“…Overview OBIEE 11g (Oracle Business Intelligence Enterprise Edition) Reports and Dashboards LiveLessons introduces students to the querying and analytical capabilities of Oracle Analytics using the web interface. This course is primarily for business analysts or programmers utilizing OBIEE for analysis. …”

“…This includes learning about JavaScript and using presentation features to improve the layout and user friendliness of your workflows. …”

“…Lectures include index design, using hints and coding style to control the Explain Plans, and how to use useful tools such as index monitoring, SQL Trace, and the PL/SQL profiler. …”

“…Now, one source combines reliable knowledge about contemporary IP routing protocols and expert hands-on guidance for using them with Cisco IOS, IOS XE, and IOS XR operating systems. …”

“…You’ll learn how to Focus relentlessly on business value, not tactics Overcome the obstacles that make search marketing so challenging Get into your searcher’s mind, and discover how her behavior may change based on situation or device Understand what happens technically when a user searches—and make the most of that knowledge Create a focused program that can earn the support it will need to succeed Clarify your goals and link them to specific measurements Craft search terms and copy that attracts your best prospects and customers Optimize content by getting writers and tech people working together Address the critical challenges of quality in both paid and organic search Avoid overly clever tricks that can destroy your effectiveness Identify and resolve problems as soon as they emerge Redesign day-to-day operating procedures to optimize search performance Whether you’re a marketer, tech professional, product manager, or content specialist, this guide will help you define realistic goals, craft a best-practices program for achieving them, and implement it flawlessly. …”