54073 AR courses

Duration 2 Days 12 CPD hours This course is intended for Business Analysts, Technical Managers, and Programmers Overview This intensive training course helps students learn the practical aspects of the R programming language. The course is supplemented by many hands-on labs which allow attendees to immediately apply their theoretical knowledge in practice. Over the past few years, R has been steadily gaining popularity with business analysts, statisticians and data scientists as a tool of choice for conducting statistical analysis of data as well as supervised and unsupervised machine learning. What is R ? What is R? ? Positioning of R in the Data Science Space ? The Legal Aspects ? Microsoft R Open ? R Integrated Development Environments ? Running R ? Running RStudio ? Getting Help ? General Notes on R Commands and Statements ? Assignment Operators ? R Core Data Structures ? Assignment Example ? R Objects and Workspace ? Printing Objects ? Arithmetic Operators ? Logical Operators ? System Date and Time ? Operations ? User-defined Functions ? Control Statements ? Conditional Execution ? Repetitive Execution ? Repetitive execution ? Built-in Functions ? Summary Introduction to Functional Programming with R ? What is Functional Programming (FP)? ? Terminology: Higher-Order Functions ? A Short List of Languages that Support FP ? Functional Programming in R ? Vector and Matrix Arithmetic ? Vector Arithmetic Example ? More Examples of FP in R ? Summary Managing Your Environment ? Getting and Setting the Working Directory ? Getting the List of Files in a Directory ? The R Home Directory ? Executing External R commands ? Loading External Scripts in RStudio ? Listing Objects in Workspace ? Removing Objects in Workspace ? Saving Your Workspace in R ? Saving Your Workspace in RStudio ? Saving Your Workspace in R GUI ? Loading Your Workspace ? Diverting Output to a File ? Batch (Unattended) Processing ? Controlling Global Options ? Summary R Type System and Structures ? The R Data Types ? System Date and Time ? Formatting Date and Time ? Using the mode() Function ? R Data Structures ? What is the Type of My Data Structure? ? Creating Vectors ? Logical Vectors ? Character Vectors ? Factorization ? Multi-Mode Vectors ? The Length of the Vector ? Getting Vector Elements ? Lists ? A List with Element Names ? Extracting List Elements ? Adding to a List ? Matrix Data Structure ? Creating Matrices ? Creating Matrices with cbind() and rbind() ? Working with Data Frames ? Matrices vs Data Frames ? A Data Frame Sample ? Creating a Data Frame ? Accessing Data Cells ? Getting Info About a Data Frame ? Selecting Columns in Data Frames ? Selecting Rows in Data Frames ? Getting a Subset of a Data Frame ? Sorting (ordering) Data in Data Frames by Attribute(s) ? Editing Data Frames ? The str() Function ? Type Conversion (Coercion) ? The summary() Function ? Checking an Object's Type ? Summary Extending R ? The Base R Packages ? Loading Packages ? What is the Difference between Package and Library? ? Extending R ? The CRAN Web Site ? Extending R in R GUI ? Extending R in RStudio ? Installing and Removing Packages from Command-Line ? Summary Read-Write and Import-Export Operations in R ? Reading Data from a File into a Vector ? Example of Reading Data from a File into A Vector ? Writing Data to a File ? Example of Writing Data to a File ? Reading Data into A Data Frame ? Writing CSV Files ? Importing Data into R ? Exporting Data from R ? Summary Statistical Computing Features in R ? Statistical Computing Features ? Descriptive Statistics ? Basic Statistical Functions ? Examples of Using Basic Statistical Functions ? Non-uniformity of a Probability Distribution ? Writing Your Own skew and kurtosis Functions ? Generating Normally Distributed Random Numbers ? Generating Uniformly Distributed Random Numbers ? Using the summary() Function ? Math Functions Used in Data Analysis ? Examples of Using Math Functions ? Correlations ? Correlation Example ? Testing Correlation Coefficient for Significance ? The cor.test() Function ? The cor.test() Example ? Regression Analysis ? Types of Regression ? Simple Linear Regression Model ? Least-Squares Method (LSM) ? LSM Assumptions ? Fitting Linear Regression Models in R ? Example of Using lm() ? Confidence Intervals for Model Parameters ? Example of Using lm() with a Data Frame ? Regression Models in Excel ? Multiple Regression Analysis ? Summary Data Manipulation and Transformation in R ? Applying Functions to Matrices and Data Frames ? The apply() Function ? Using apply() ? Using apply() with a User-Defined Function ? apply() Variants ? Using tapply() ? Adding a Column to a Data Frame ? Dropping A Column in a Data Frame ? The attach() and detach() Functions ? Sampling ? Using sample() for Generating Labels ? Set Operations ? Example of Using Set Operations ? The dplyr Package ? Object Masking (Shadowing) Considerations ? Getting More Information on dplyr in RStudio ? The search() or searchpaths() Functions ? Handling Large Data Sets in R with the data.table Package ? The fread() and fwrite() functions from the data.table Package ? Using the Data Table Structure ? Summary Data Visualization in R ? Data Visualization ? Data Visualization in R ? The ggplot2 Data Visualization Package ? Creating Bar Plots in R ? Creating Horizontal Bar Plots ? Using barplot() with Matrices ? Using barplot() with Matrices Example ? Customizing Plots ? Histograms in R ? Building Histograms with hist() ? Example of using hist() ? Pie Charts in R ? Examples of using pie() ? Generic X-Y Plotting ? Examples of the plot() function ? Dot Plots in R ? Saving Your Work ? Supported Export Options ? Plots in RStudio ? Saving a Plot as an Image ? Summary Using R Efficiently ? Object Memory Allocation Considerations ? Garbage Collection ? Finding Out About Loaded Packages ? Using the conflicts() Function ? Getting Information About the Object Source Package with the pryr Package ? Using the where() Function from the pryr Package ? Timing Your Code ? Timing Your Code with system.time() ? Timing Your Code with System.time() ? Sleeping a Program ? Handling Large Data Sets in R with the data.table Package ? Passing System-Level Parameters to R ? Summary Lab Exercises Lab 1 - Getting Started with R Lab 2 - Learning the R Type System and Structures Lab 3 - Read and Write Operations in R Lab 4 - Data Import and Export in R Lab 5 - k-Nearest Neighbors Algorithm Lab 6 - Creating Your Own Statistical Functions Lab 7 - Simple Linear Regression Lab 8 - Monte-Carlo Simulation (Method) Lab 9 - Data Processing with R Lab 10 - Using R Graphics Package Lab 11 - Using R Efficiently

Duration 5 Days 30 CPD hours This course is intended for This course is designed for the Dynamics 365 Supply Chain Management Functional Consultant Expert or those whose role includes implementing and configuring advanced features of Dynamics 365 Supply Chain Management. Overview Objectives: Create products as type Item and Service. Set up product unit conversions. Set up transfer orders Set up default order settings. Create product masters with predefined variants. Create and set up category hierarchies. Create product attributes. Create bill of materials using BOM designer Discrete manufacturing concepts Production order statuses Production stages Bill of materials (BOM) Resources Routes and operations Configure commodity pricing in Supply Chain Management. Configure product compliance in Supply Chain Management. Configure commodity pricing in Supply Chain Management. Configure product compliance in Supply Chain Management. Configure process manufacturing. Create and configure catch weight items. Configure approved vendors. Understand the features in engineering change management. Learn how the end-to-end engineering change management process works. Set up engineering organizations. Work with product versioning. Create dimension groups by using the version dimensions. Create product life cycle states. Use engineering categories. Set up engineering change severities and severity rules. Set up product owners. Use a workflow with engineering change management. Create an engineering change request. Learn about business impacts. Create an engineering change order. Important terminology to help you understand the concepts and processes that are associated with product configuration. Product configuration end-to-end scenario. Different areas that span the product configuration process. The product configuration model. How to build a product configuration model. Configure the costing sheet. Perform BOM calculation and analyze costs by using the costing sheet. IoT intelligence and insights in Supply Chain Management This course is designed to build your in Dynamics 365 Supply Chain Management application knowledge. This course will cover the most important features and functionalities needed by Dynamics 365 Supply Chain Management functional consultant including: The product information and how to configure, create, and manage your product and inventory. Supply chain management configuration and processing. The transportation management features, and the warehouse management features. Asset Management functionalities. Master planning configuration and processing. Sales and procurement processes. Create products and product masters in Dynamics 365 Supply Chain Management Product information workspace Concept of a product Create products Set up unit conversions Batch disposition codes Default order settings Define products as not stocked Create product masters with variants Gain productivity by using the Variant suggestions page Create and set up category hierarchies and attributes Set up item pricing Create bill of materials in Dynamics 365 Supply Chain Management Work with the BOM designer BOM and formula versions BOM line types BOM levels Get started with discrete manufacturing in Dynamics 365 Supply Chain Management Discrete manufacturing life cycle Master planning and planned production orders Bills of materials Working with BOM and item configurations Create a bill of materials Production orders Work with commodity pricing and compliance in Dynamics 365 Supply Chain Management Configure commodity pricing Configure product compliance Configure process manufacturing in Dynamics 365 Supply Chain Management Process manufacturing item types Production type setup Set up packaging and batch attributes Shelf life related setup Item model group, product compliance, and approved vendors Catch weight Transaction adjustments Catch weight item handling policy Catch weight tags Configure approved vendors Get started with Engineering Change Management for Dynamics 365 Supply Chain Management Overview of features End-to-end walkthrough of features Set up versioned products in Dynamics 365 Supply Chain Management Create an engineering organization Create nomenclature for product versions Create product version number rules Create product dimension groups by using the version dimension Create product life cycle states Engineering attributes Product readiness policies Product release policies Create engineering categories Configure engineering change management for Dynamics 365 Supply Chain Management Set up engineering change severities Set up severity rule sets Set up product owners Engineering workflows Request and follow up with product changes in Dynamics 365 Supply Chain Management Engineering change requests Engineering change orders up with product changes in Dynamics 365 Supply Chain Management Get started with product configuration in Dynamics 365 Supply Chain Management Elements of a product configuration model Expression constraints and table constraints in product configuration models Validate and test a product configuration model Finalize a model for configuration Set up a product configuration model Calculations for product configuration models Solver strategy for product configuration Reuse product configurations Release a product configuration model Customize a product configuration model Work with the costing sheet in Dynamics 365 Supply Chain Management Costing versions Cost groups Calculation groups Costing sheets BOM calculations BOM Measurements BOM Reports Configure formulas for process manufacturing in Dynamics 365 Supply Chain Management Formulas, formula lines, and formula versions Formula features Approve and activate formulas and formula versions Use step consumption Coproducts By-products Burden allocation Planning items Get started with production control in Dynamics 365 Supply Chain Management Core concepts in production control Understand unified manufacturing Manufacturing principles Overview of the production process and production life cycle Batch orders Discrete manufacturing Process manufacturing Lean manufacturing Configure production control for unified manufacturing Capacity planning Integration between the General ledger and the Production control modules IoT intelligence and insights Describe the value proposition for mixed-reality Guides for production floor workers Use warehouse management for manufacturing in Dynamics 365 Supply Chain Management Production input location Production output location Staging and order picking Release BOM and formula lines to the warehouse Cross-docking Planned cross docking Visibility into material exceptions Work with manufacturing execution in Dynamics 365 Supply Chain Management Understand the manufacturing executions Identify roles in manufacturing execution Planning consideration for manufacturing execution Configure manufacturing execution Setup time and attendance for manufacturing execution processes Control production with manufacturing execution Create and process report as finished journals with co-products and by-products Calculate and approve raw time registrations Report as finished from the job card device Get started with Asset Management for Dynamics 365 Supply Chain Management Asset Management terminology and concepts Functional locations and assets Assets and work orders Install the Asset Management mobile workspace Use the Asset Management mobile workspace Asset Management integration capabilities Integrate Asset Management with Dynamics 365 Guides Schedule work orders in Asset Management for Dynamics 365 Supply Chain Management Configure workers for work order scheduling Schedule and dispatch work orders Calculate capacity load on scheduled work orders Configure and perform the procure-to-purchase process in Dynamics 365 Supply Chain Management Procurement scenario Overview of the procure-to-purchase process Set up procurement categories Use procurement catalogs Create a purchase requisition Create and process a request for quotation Create purchase orders Vendor categories and catalogs Evaluate a vendor and put a vendor on hold Use purchasing policies Configure activity-based subcontracting and production flow costing in Dynamics 365 Supply Chain Management Subcontracting capabilities Subcontracting a vendor Subcontracting service Transfer activities as subcontracting activities Subcontracting as an alternate resource Cost accounting of subcontracted services Subcontracting cost flow Backflush costing Products and material in Work in Progress Standard cost Costing lean manufacturing Calculation of standard cost Calculate unused quantities Calculation of production variances to standard cost Ledger entries created from processing a production flow Configure and use agreements in Dynamics 365 Supply Chain Management Work with trade agreements Create sales agreements Create purchase agreements Configure trade allowance management Configure brokerage contract management Configure royalty contract management Configure vendor rebates Rebate management module Work with capa Additional course details: Nexus Humans MB-335T00: Microsoft Dynamics 365 Supply Chain Management, Expert training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the MB-335T00: Microsoft Dynamics 365 Supply Chain Management, Expert course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 2 Days 12 CPD hours This course is intended for The primary audience for this course are Application Consultants/Modelers and Project team members. Overview Get an overview of SAP HANA SPS09 and in-memory computing.Build an analytic data model with native HANA modeling tools.Understand the different approaches to provision data into SAP HANA.Learn how to connect to SAP HANA and consume HANA models. In this course, students get an overview of SAP HANA SPS09 and in-memory computing. Students will also gain an understanding of the different approaches to provision data into SAP HANA. Key concepts of SAP HANAWorking with SAP HANA StudioArchitecture of SAP in-memory computingModeling with SAP HANA Attribute Views Analytic Views Calculation Views Overview of data provisioning in SAP HANA with the tools Flat file upload SAP BusinessObjects Data Services SAP Landscape Transformation Replication Server SAP Replication Server SAP Direct Extractor Connection Smart Data Access Smart Data Integration / Smart Data Quality Smart Data Streaming SAP HANA Interfaces to BI client tools SAP BusinessObjects Analysis for Office SAP Design Studio SAP Lumira Additional course details: Nexus Humans HA100 SAP HANA - Introduction training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the HA100 SAP HANA - Introduction course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Session one of the Thorough Examination and Test (TExT) training course for test engineers who are completing TExT on a range of portable dust extractors.

Duration 1 Days 6 CPD hours This course is intended for The course is appropriate for IT managers, architects or anyone who wants to understand the big picture of what Apache Hadoop brings to the enterprise. All levels of technology knowledge are welcome. In this course, students unveil Apache Hadoop, giving themselves a thorough understanding of what the technology is and how it would impact their organizations. In this course, students unveil Apache Hadoop, giving themselves a thorough understanding of what the technology is and how it would impact their organizations.

Duration 5 Days 30 CPD hours This course is intended for Technical Administrator Java EE Developer System Administrator Overview Configure WebLogic Server's authentication provider Deploy applications to WebLogic Server Backup and restore a WebLogic Server domain Create a WebLogic Server domain Configure and monitor WebLogic Server Configure WebLogic Server database resources Create and configure a WebLogic Server cluster Install WebLogic Server 12c This Oracle WebLogic Server 12c: Administration I training teaches administrators to install and configure Oracle WebLogic Server 12c. It gives administrators an overview of the basic concepts and architecture of WebLogic Server. This Oracle WebLogic Server 12c: Administration I training teaches administrators to install and configure Oracle WebLogic Server 12c. It gives administrators an overview of the basic concepts and architecture of WebLogic Server.

Duration 2 Days 12 CPD hours This course is intended for Applications consultants, business analysts, business process owners, developer consultants, help desk consultants, project managers, and technology consultants. Overview This course will prepare you to: Give an overview of the S/4HANA embedded analytics architecture Explain the analytical offerings per user type Give an Introduction to SAP Best Practices for Analytics with SAP S/4HANA Explain the integration scenarios with SAP Business Warehouse In this course, students will gain an overview of the S/4HANA embedded analytics real-time operational reporting, its offerings per user type for the S/4HANA 610 and its integration with SAP Business Warehouse. Module 1 S/4HANA and S/4HANA embedded analytics introduction Module 2 S/4HANA embedded analytics architecture overview Module 3 Analytical Consumption Module 4 SAP Best Practices for Analytics with SAP S/4HANA Module 5 SAP Business Warehouse Integration Scenarios

Duration 2 Days 12 CPD hours This course is intended for This basic course is for everyone needing to write, support, or understand SQL queries. This includes but is not limited to end-users, programmers, application designers, database administrators, and system administrators who do not yet have knowledge of Overview Code SQL statements to retrieve data from a DB2 or Informix table, including the SELECT, FROM, WHERE, GROUP BY, HAVING and ORDER BY clauses Code inner joins and non-correlated subqueries Use SQL arithmetic operations Use scalar and column functions Use UNION and UNION ALL INSERT, UPDATE and DELETE rows Code simple CREATE TABLE and CREATE VIEW statements This course is appropriate for customers working in all DB2 environments, that is, z/OS, VM/VSE, iSeries, Linux, UNIX, and Windows. It is also appropriate for customers working in an Informix environment. Outline Introduction Simple SQL Queries Retrieving Data from Multiple Tables Scalar Functions and Arithmetic Column Functions and Grouping UNION and UNION ALL Using Subqueries Maintaining data

Duration 1 Days 6 CPD hours This course is intended for This course is intended for: IT/Senior managers Solutions architects/Enterprise architects Operations professionals Overview This course teaches you how to: Build your cloud strategy. Develop the hiring plan for your cloud team. Choose and prioritize which applications to move to AWS. Build a migration plan for moving workloads to AWS. Manage your AWS expenditures and internal chargebacks. This course teaches you how to select the right strategy, people, migration plan, and financial management methodology needed when moving your workloads to the cloud. This course provides guidance on how to build a holistic cloud adoption plan and how to hire people who will execute that plan. You will learn best practices for choosing workloads to migrate from your on-premises environment to AWS. In addition, you will also learn best practices for managing your AWS expenses and dealing with internal chargebacks. Building Your Cloud StrategyHiring Your Cloud TeamMigration PlanningCloud Expenditure Management

Duration 3 Days 18 CPD hours This course is intended for Java Developers with a minimum of 2 years of experience and individuals who want to become application security engineers/analysts/testers Individuals involved in the role of developing, testing, managing, or protecting wide area of applications. Overview In-depth understanding of secure SDLC and secure SDLC models Knowledge of OWASP Top 10, threat modelling, SAST and DAST Capturing security requirements of an application in development Defining, maintaining, and enforcing application security best practices The Certified Application Security Engineer (CASE) training and certification program provides a comprehensive application security approach which encompasses security activities involved in all the phases of Software Development Lifecycle (SDLC). Understanding Application Security, Threats, and AttacksSecurity Requirements GatheringSecure Application Design and ArchitectureSecure Coding Practices for Input ValidationSecure Coding Practices for Authentication and AuthorizationSecure Coding Practices for CryptographySecure Coding Practices for Session ManagementSecure Coding Practices for Error HandlingStatic and Dynamic Application Security Testing (SAST & DAST)Secure Deployment and Maintenance