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Course Overview The Criminal Psychology and Profiling course offers an insightful exploration into the psychological underpinnings of criminal behaviour and the art of criminal profiling. Learners will develop a strong foundation in understanding the minds of offenders, the impact of mental health disorders, and the various methods used to classify and investigate crime. Through studying forensic science, behavioural analysis, and victimology, participants will be equipped with the theoretical knowledge and analytical techniques needed to interpret criminal behaviour. Upon completion, learners will possess a deeper appreciation of how criminal psychology informs investigative strategies, legal processes, and crime prevention efforts, positioning them for further study or professional growth in this fascinating field. Course Description This course delves into the intricate relationship between psychology and criminal behaviour, offering a comprehensive study of mental disorders, forensic science applications, and profiling methodologies. Learners will examine the classification of crime, the phases of offender profiling, and the importance of victimology within investigations. The course also provides an overview of the criminal justice system in England and Wales, ensuring a contextual understanding of the legal framework surrounding criminal cases. Designed to strengthen analytical and critical thinking abilities, this programme encourages learners to apply logical reasoning and metacognitive strategies to criminal profiling. By the end of the course, participants will have cultivated a well-rounded skill set valuable for careers in criminal psychology, forensic science, and investigative fields. Course Modules Module 01: Understanding Criminal Psychology Module 02: Influence of Mental Disorders Module 03: Classification of Crime Module 04: Forensic Science Module 05: Criminal Profiling: Science, Logic and Metacognition Module 06: Phases of Profiling Module 07: Offender Profiling: Pragmatic Solution and Behavioural Investigative Advice Module 08: Victimology Module 09: The Criminal Justice System in England and Wales (See full curriculum) Who is this course for? Individuals seeking to understand criminal behaviour and profiling methods. Professionals aiming to enhance their expertise in psychology, criminology, or investigative roles. Beginners with an interest in forensic psychology, crime analysis, or criminal justice. Anyone aspiring to explore a career pathway in criminal psychology, forensic science, or legal support services. Career Path Criminal Psychologist Forensic Psychologist Behavioural Analyst Crime Analyst Offender Profiler Criminal Investigator Legal Assistant within criminal law practices Victim Support Worker

Duration 4 Days 24 CPD hours This course is intended for Storage and virtual infrastructure consultants, solution architects, and administrators who are responsible for production support and administration of VMware vSAN 8.0. Overview By the end of the course, you should be able to meet the following objectives: Describe vSAN concepts Detail the underlying vSAN architecture and components Explain the key features and use cases for vSAN Identify requirements and planning considerations for vSAN clusters Explain the importance vSAN node hardware compatibility Describe the different vSAN deployment options Explain how to configure vSAN fault domains Detail how to define and create a VM storage policy Discuss the impact of vSAN storage policy changes Detail vSAN resilience and data availability Describe vSAN storage space efficiency Explain how vSAN encryption works Detail VMware HCI Mesh™ technology and architecture Detail vSAN File Service architecture and configuration Describe how to setup a stretched and a two-node vSAN cluster Describe vSAN maintenance mode and data evacuation options Define the steps to shut down a vSAN cluster for maintenance Explain how to use proactive tests to check the integrity of a vSAN cluster Use VMware Skyline Health™ for monitoring vSAN health Use VMware Skyline Health to investigate and help determine failure conditions Discuss vSAN troubleshooting best practices Describe vSAN Express Storage Architecture™ concepts During this course, you will gain the knowledge, skills, and tools to plan and deploy a VMware vSAN? cluster. You will learn about managing and operating vSAN. This course focuses on building the required skills for common Day-2 vSAN administrator tasks such as vSAN node management, cluster maintenance, security operations, troubleshooting and advanced vSAN cluster operations. You will learn these skills through the completion of instructor-led activities and hands-on lab exercises. Course Introduction Introduction and course logistics Course objectives Introduction to vSAN Describe vSAN architecture Describe the vSAN software components: CLOM, DOM, LSOM, CMMDS, and RDT Identify vSAN objects and components Describe the advantages of object-based storage Describe the difference between All-Flash and Hybrid vSAN architecture Explain the key features and use cases for vSAN Discuss the vSAN integration and compatibility with other VMware technologies Planning a vSAN Cluster Identify requirements and planning considerations for vSAN clusters Apply vSAN cluster planning and deployment best practices Determine and plan for storage consumption by data growth and failure tolerance Design vSAN hosts for operational needs Identify vSAN networking features and requirements Describe ways of controlling traffic in a vSAN environment Recognize best practices for vSAN network configurations Deploying a vSAN Cluster Recognize the importance of hardware compatibility Ensure the compatibility of driver and firmware versioning Use tools to automate driver validation and installation Apply host hardware settings for optimum performance Use VMware vSphere© Lifecycle ManagerTM to perform upgrades Deploy and configure a vSAN Cluster using the Cluster QuickStart wizard Manually configure a vSAN Cluster using VMware vSphere© Client? Explain and configure vSAN fault domains Using VMware vSphere© High Availability with vSAN Understand vSAN Cluster maintenance capabilities Describe the difference between implicit and explicit fault domains Create explicit fault domains vSAN Storage Policies Describe a vSAN object Describe how objects are split into components Explain the purpose of witness components Explain how vSAN stores large objects View object and component placement on the vSAN datastore Explain how storage policies work with vSAN Define and create a virtual machine storage policy Apply and modify virtual machine storage policies Change virtual machine storage policies dynamically Identify virtual machine storage policy compliance status vSAN Resilience and Data Availability Describe and configure the Object Repair Timer advanced option Plan disk replacement in a vSAN cluster Plan maintenance tasks to avoid vSAN object failures Recognize the importance of managing snapshot utilization in a vSAN cluster Managing vSAN Storage Space Efficiency Discuss deduplication and compression techniques Understand deduplication and compression overhead Discuss compression only mode Configure erasure coding Configure swap object thin provisioning Discuss reclaiming storage space with SCSI UNMAP Configure TRIM/UNMAP vSAN Security Operations Identify differences between VM encryption and vSAN encryption Perform ongoing operations to maintain data security Describe the workflow of data-in transit encryption Identify the steps involved in replacing Key Management Server vSAN HCI Mesh Understand the purpose of vSAN HCI Mesh Detail vSAN HCI Mesh technology and architecture Perform mount and unmount of a remote datastore vSAN File Service and iSCSI Target Service Understand the purpose of vSAN File Services Detail vSAN File Services architecture Configure vSAN File Shares Describe vSAN iSCSI Target Service vSAN Stretched and Two Node Clusters Describe the architecture and uses case for stretched clusters Detail the deployment and replacement of a vSAN witness node Describe the architecture and uses case for two-node clusters Explain storage policies for vSAN stretched cluster vSAN Cluster Maintenance Perform typical vSAN maintenance operations Describe vSAN maintenance modes and data evacuation options Assess the impact on cluster objects of entering maintenance mode Determine the specific data actions required after exiting maintenance mode Define the steps to shut down and reboot hosts and vSAN clusters Use best practices for boot devices Replace vSAN nodes vSAN Cluster Monitoring Describe how the Customer Experience Improvement Program (CEIP) enables VMware to improve products and services Use VMware Skyline Health for monitoring vSAN cluster health Manage alerts, alarms, and notifications related to vSAN in VMware vSphere© Client? Create and configure custom alarms to trigger vSAN health issues Use IOInsight metrics for monitoring vSAN performance Use a vSAN proactive test to detect and diagnose cluster issues vSAN Troubleshooting Use a structured approach to solve configuration and operational problems Apply troubleshooting methodology to logically diagnose faults and optimize troubleshooting efficiency Use VMware Skyline Health to investigate and help determine failure conditions Explain which log files are useful for vSAN troubleshooting vSAN Express Storage Architecture Understand the purpose of vSAN Express Storage Architecture Describe the vSAN Express Storage Architecture components Identify Storage Policy differences Understand compression and encryption operation differences

Duration 5 Days 30 CPD hours This course is intended for Telco cloud system administrators and telco network operations engineers Professionals who work with telco or enterprise and data center networks Designers and operations engineers who manage telco workloads Overview By the end of the course, you should be able to meet the following objectives: List VMware Telco Cloud Automation deployment options and procedures Describe the VMware Telco Cloud Automation infrastructure settings Configure Containers as a Service (CaaS) functionality Describe partner integration options and procedures Define zero-touch provisioning and describe infrastructure deployment Instantiate network services and network functions Describe the authorization model of VMware Telco Cloud Automation Define platform life cycle management (LCM) for VMware Telco Cloud Automation Enumerate troubleshooting concepts and day-two operations for VMware Telco Cloud Automation Describe the use of APIs within VMware Telco Cloud Automation List examples of how VMware Telco Cloud Automation can be used in a CICD environment This five-day, hands-on training course provides you with the advanced knowledge, skills, and tools to achieve competency in operating and troubleshooting the VMware Telco Cloud AutomationTM environment. In this course, you are introduced to VMware Telco Cloud Automation infrastructure settings, deployment options, and procedures. You explore Containers as a Service and understand the workflow details of Partner Integration processes. You are introduced to zero-touch provisioning and its importance in VMware Telco Cloud Automation. You onboard and instantiate network functions and network services using hands-on lab exercises. Course Introduction Introductions and course logistics Course objectives VMware Telco Cloud Automation Installation Describe day-zero operations for VMware Telco Cloud Automation Describe the VMware Telco Cloud Automation architecture List the steps to perform VMware Telco Cloud Automation deployment List the steps to perform VMware Telco Cloud Automation control plane integration Describe VMware Telco Cloud Automation control plane scaling Describe the requirements on other applications such as VMware vRealize© Orchestrator? and Harbor Describe where, when, and how to use VMware Telco Cloud Automation tagging Day One Operations: Infrastructure Settings Describe the VMware Telco Cloud Automation infrastructure options Describe VMware Telco Cloud Automation infrastructure requirements Outline the role of virtual infrastructure and TCA Identify the benefits of public versus private infrastructure List the steps to integrate a VM-based virtual infrastructure List the steps to integrate a container-based virtual infrastructure Describe private infrastructure requirements Day One Operations: Containers as a Service Define Containers as a Service (CaaS) List the challenges of CNF deployment without automation Describe the Kubernetes and VMware Tanzu? Kubernetes Grid? architectures Describe supporting technologies like Cluster API List steps to create a Kubernetes cluster template Describe the process for deploying node pools and groups Describe cluster monitoring List CaaS scale options Day One Operations: Partner Integration Describe partner integration and the types of partners Describe Harbor and the various Harbor platforms List the steps to interface with a Harbor platform Compare and contrast specialized VNF managers (S-VNFMs) and generic VNF managers (G-VNFMs) Explain how to add an S-VNFM Define S-VNFM use cases Day One Operations: Zero Touch Provisioning and Infrastructure Deployment Describe zero-touch provisioning List the use cases of zero-touch provisioning List the benefits of zero-touch provisioning Describe the infrastructure requirements of zero-touch provisioning Describe the zero-touch provisioning domains List the steps to deploy an infrastructure using zero-touch provisioning Day One Operations: Network Functions ad Network Services Describe the roles of network services and network functions List the types of descriptors Describe the role of TOSCA Describe the role of onboarding List the steps to onboard network functions and network services Examine the results of the onboarding process List the steps to instantiate network functions and network services Examine the results of the instantiation process Day Two Operations: Authorization Model Explain the resources that can be accessed in vSphere Define the role of a VMware vCenter Server© system in credential management Describe the procedures to create, delete, and modify rules using vCenter Server Explain how to control and verify access to vSphere resources List roles in VMware Telco Cloud Automation Explain the tasks and list the levels of permissions needed in VMware Telco Cloud Automation List all the permissions and filters that can be implemented in VMware Telco Cloud Automation Summarize the role-based access control model of VMware Telco Cloud Automation Day Two Operations: Platform Life Cycle Management Explain the life cycle stages in VMware Telco Cloud Automation control plane Explain the life cycle stages in VMware Telco Cloud Automation Define an upgrade schedule Apply an upgrade schedule to manage life cycle management of the VMware Telco Cloud Automation control plane Apply an upgrade schedule to manage life cycle management of VMware Telco Cloud Automation Describe network function and network service life cycle management events Execute network function and network service healing Set up Network Function and Network Service monitoring Perform Network Function and Network Service termination Day Two Operations: Troubleshooting List the components of the VMware Telco Cloud Automation dashboard Explain the features of fault management in VMware Telco Cloud Automation Explain the features of performance management in VMware Telco Cloud Automation Describe the use of fault management of VMware Telco Cloud Automation for VNFs and CNFs Describe the use of performance management of VMware Telco Cloud Automation for VNFs and CNFs Troubleshoot using tcf_manager, app.log, and web.log Define the procedures to integrate VMware vRealize© Operations Manager? with VMware Telco Cloud Automation Usage of VMware vRealize© Operations? Day Two Operations: API Management Define the VMware Telco Cloud Automation API Explain the API architecture Describe VMware Telco Cloud Automation API use cases Explain how to configure an external REST API Describe how to request security tokens for implementation Explain how to implement commands through external systems using APIs Day Two Operations: Continuous Integration and Continuous Delivery Describe continuous integration and continuous delivery (CICD) List the benefits and challenges of CICD Describe how VMware Telco Cloud Automation can be used in a CICD environment Explore VMware Telco Cloud Automation CICD examples

Elevate your skills in designing, delivering and evaluating engaging and interactive training that will leave a lasting impact on your team or organisation Course overview Duration: 2 days (13 hours) This Train the Trainer workshop will enable you to gain valuable insights and practice helping you to feel more comfortable and confident delivering training sessions. We will look at some training best practice tools and techniques to ensure you can deliver the learning outcomes required. The workshop covers the training cycle but focuses heavily on interactive and practical training techniques to bring learning to life for participants. There will be opportunities to practice delivery of real work-based training and receive feedback on delivery style. Objectives  By the end of the course you will be able to: Explain Kolb’s model of how adults learn Describe the 4 key learning styles and how to engage people with different learning styles Apply the training cycle to plan, design, deliver and evaluate your training Write SMART training objectives Use and select a variety of methods to make your training interactive, engaging and effective Describe ways to deal with difficult participants or situations that may arise Apply your training skills to deliver structured training sessions with more competence and confidence Content The Training Cycle Assessing needs Planning and preparing Implementing training Reviewing Assessing Assessing Needs Understanding the task Assessing the learner’s current ability Identifying the gap Planning and Preparing Having clear outcomes in mind What people learn: o Knowledge o Skill o Understanding How people learn: preferences and learning styles and methods suitable for each Planning a programme Planning a session – a systematic approach Assessing risk Writing and using SOPs in training Key Skills for Effective Training Explanation and Demonstration Questioning and Listening Observation and Feedback Facilitation and Debriefing skills Coaching Using questioning, listening and feedback to help learners solve problems and develop confidence Evaluation and Assessment How to measure reactions and participant satisfaction Use of tests and assessments to measure learning Organisational measures of learning transfer Leverage You will have the opportunity to deliver two training sessions on this programme and gain valuable feedback to support you in your ongoing training delivery. Participants are required to prepare a 15 minute training session. This can be something you have delivered before or something you’ve created for the course. Please prepare and include any visual aids you would usually use when speaking and bring them with you, f possible, please also bring your smart phone (with camera, and memory capacity for a short video clip to be added), and headphones.

Duration 5 Days 30 CPD hours This course is intended for The primary audience for this course is as follows: Network Video Engineer Voice/UC/Collaboration/Communications Engineer Collaboration Tools Engineer Collaboration Sales/Systems Engineer Overview Cisco Meeting Server Overview Cisco Meeting Server Deployment Cisco Meeting Server User Licensing Cisco Meeting Server Configuration Cisco Meeting Server Configuration with Cisco Unified Communication Manager (CUCM) Cisco Meeting Server Integration VCS/Expressway Cisco Meeting Server Integration with TMS Cisco Meeting Server Configuration with Lync/Skype for Business Cisco Meeting Server Recording and Streaming Cisco Meeting Manager (CMM) Deployment Cisco Meeting Server WebRTC using Expressway Proxy Cisco Meeting Server Customization Cisco Meeting Server Troubleshooting In this course, students will install and configure a Cisco Meeting Server version 2.x. Students will configure a multimode CMS Cluster and implement all the different components of a clustered solution. Student will also integrate CMS with Unified Communications Manager and VCS/Expressway. Students will also integrate Recording and Skype/Lync. Students will use the TMS and new Cisco Meeting Manager Schedule and monitor CMS. Cisco Meeting Server Overview What is Cisco Meeting Server Cisco Meeting Server Benefits Cisco Meeting Server vs Telepresence Server vs MCU Cisco Meeting Server Functions? Cisco Meeting Server Components Cisco Meeting Server Call Bridge Cisco Meeting Server Web Bridge Cisco Meeting Server Turn Server Cisco Meeting Server XMPP Server Cisco Meeting Server Database Cisco Meeting Server Scalability On-premises and Cloud Conferencing API Integration Cisco Meeting Server Deployment MMP CLI Cisco Meeting Server Prerequisites Cisco Meeting Server 2000 Deployments Installing the server Configuring the Fabric Interconnect modules Configuring the Cisco Meeting Server 2000 through the MMP Checking the installed software Configuring the Web Admin Interface Applying a License File Cisco Meeting Server 1000/VM Deployments Installing CMM via VMware Configuring VMware Network Management Configuring the VMware Instance using vSphere client Retrieving and activating VMware Licenses Accessing the Cisco Meeting Server 1000 Console Installing CMM via Hyper-V Single combined server deployment Single Split Server Deployment Deploying a Core Server Deploying an Edge Server Certificate Guidelines for Single Split Server Deployment Scalable and Resilient Server Deployments Cisco Meeting Server User Licensing Obtaining and Entering a License File Cisco Meeting Server Licenses Cisco User Licenses Personal Multiparty Plus Licensing Shared Multiparty Plus Licensing Cisco Meeting Server Capacity Units XMPP Licensing for Cisco Meeting Apps Cisco Meeting Server Capacity Units Cisco Meeting Server Configuration Transferring the License File to the Cisco Meeting Sever Creating a Cisco Meeting Server Administrator Account Setting up the Network Interface for IPv4 Adding additional Network Interfaces Configuring the Web Admin Interface Creating the certificate for the Web Admin Interface Configuring the Web Admin Interface for HTTS Access Configuring the Web Bridge Configuring the TURN server Configuring the Databases Deploying Web Bridges Deploying multiple Web Bridges Setting up the Web Bridges? certificates Setting up the Web Bridges via the API Web Bridge call flow Cisco Meeting App and WebRTC Client Enabling HTTP redirect and the Web Bridge Deploying the TURN Servers Dial plan configuration ? Overview Dial plan rules for incoming calls and outbound calls Outbound Dial Plan Rules Inbound Dial Plan Rules Forwarding Dial Plan Rules Dial plan configuration?SIP endpoints Cisco Meeting Server (CMS) Configuration with Cisco Unified Communication Manager (CUCM) CUCM and CMS Integration Setting up Escalated ad hoc calls Configuring the Meeting Server Setup Incoming Dial Plan Setup Administrator Account with API Permission Adding the Cisco Meeting Server as a Conference Bridge Creating a Media Resource Group Creating a Media Resource List Adding the Media Resource Group to a Device Pool or Device Setting up Scheduled and Rendezvous Calls Configure Outbound Dial Plan Dial Plan Configuring Cisco Unified Communications Server Configure Route Groups Configure Route Lists Configure Route Pattern Support for Active Control Participant List Indicators Selecting Layout Limitations Overview of ActiveControl and the iX protocol CUCM 8.x and earlier Third-party networks VCS-centric deployments Load Balancing Calls Configuring Call Bridges for Load Balancing Incoming Calls Creating Call Bridge Groups Enabling Load Balancing Fine Tuning Load Balancing Enable Load Balancing of Outbound SIP Calls Setup Outbound Dial Plan Rule for Load Balancing SIP Calls Supply the Call Bridge Group or Specific Call Bridge to Use for Outbound SIP Calls Cisco Meeting Server Integration VCS/Expressway Gateway Configuration Call Testing Inbound call from an endpoint registered to a VCS/Expressway Outbound call to an endpoint registered to a VCS/Expressway Calling non Cisco Meeting App users from H.323 endpoint Troubleshooting Cisco Meeting Server Integration with TMS TMS Integration Cisco Meeting Server Configuration with Lync/Skype for Business Configuring Cisco Meeting Server with SKYPE Dial plan configuration ? integrating Lync/Skype for Business Lync clients dialing into a call on clustered Meeting Servers Integrating SIP endpoints and Lync clients Adding calls between Lync clients and SIP video endpoints Lync Front End server configuration VCS configuration Meeting Server configuration Integrating Cisco Meeting App with SIP and Lync clients Integrating Lync using Lync Edge service Controlling the bandwidth for sharing content on Microsoft Lync and Skype for Business calls Direct Lync federation Calling into scheduled Lync meetings directly and via IVR Office 365 Dual Homed Experience with OBTP Scheduling Cisco Meeting Server Recording and Streaming Recording Meetings Recorder licensing Recording with Vbrick Prerequisites for the Meeting Server Configuring the Meeting Server to work with Vbrick Steps to configuring the Streamer Deploying streaming Streamer licensing Recording meetings Cisco Meeting Manager (CMM) Deployment Deploy Cisco Meeting Manager Cisco Meeting Manager Meetings Navigation List Meetings Edit Meetings Layout Recording Streaming Participants Find meetings Find participants Change layout for all participants in a meeting Start and stop recording Start and stop streaming Add participants Change layout for an individual participant Turn audio or video on or off View participant details Call statistics Cisco Meeting Server WebRTC using Expressway Proxy Configure Cisco Meeting Server for WebRTC Proxy Configure Cisco Expressway C Configure Turn on Cisco Expressway E Cisco Meeting Server Customization WebRTC App Customization Call Customization IVR Message Customization SIP/LYNC Call Message Customization Invitation Customization Cisco Meeting Server Troubleshooting Troubleshooting Cisco Meeting Server Connectivity Troubleshooting Web Bridge connectivity Troubleshooting Call Server issues Troubleshooting Conferencing issues

Develop the commercial awareness, financial knowledge and strategic thinking capabilities, to influence the direction of the business Course overview Duration: 2 days (13 hours) This course is aimed at managers who want to develop their commercial awareness, financial knowledge and strategic thinking capabilities, so that they can influence the direction of their business and deliver to their full potential. Day one of the course provides the skills and insights to make sense of your company’s financial position and performance. Day two helps delegates to consider the strategic thinking tools required to plot the forward course needed to maximise the potential of the business. As well as looking at how to make effective business decisions, this course gives a good grounding in finance and profitability. As a two day programme, day one provides the skills and insights to make sense of the company’s financial position and performance. Day two then considers the strategic thinking tools needed to plot the forward course needed to maximise the potential of the business. Objectives By the end of the course you will be able to: An understanding of the balance sheet, profit and loss account, cash flow and statutory and management accounts Learnt to correctly employment key financial ratios to analyse your business A practical definition of strategy analysis tools to examine the current environment and capabilities Steps to devise a mission and vision statement Recognition of the skills and resources needed to achieve the vision Generation of appropriate strategic and tactical commercial objectives Content What is Strategy Defining Strategy Strategic thinking Strategic models Commercial thinking – what is money? Where are we now STEEPLE analysis SWOT Analysis P&E forces at work Political distortions in capitalist markets Where are we trying to get to Setting the mission and vision Creating a BHAG Strategies for deflation and inflation The role of banks Commercial and investment banking Fractional reserving Securitisation How to get there Skill gap analysis Business Process Re engineering The role of creativity How to get there Getting the team on board Individual and team motivation The power of the brand Overcoming challenges Debt and deleveraging Change management Creating value Discounted Cash Flows Building the business case Asset Valuation techniques Making it happen Turning Strategic Thinking into Strategic Plans Scenario planning for an uncertain future Creating commitments and lock in Discussion and review Time will be set aside during the course for review sessions with time for questions, answers and action learning.

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

We all have different experiences, backgrounds and perspectives which mean that we can all react differently to situations at work, which can also affect the relationships we have. This diversity of experience and thought is a good thing, but on occasion it can also lead to misunderstanding and conflict between individuals which need effective resolution strategies. Conflict can have a significant impact on colleagues and the business financially and emotionally. It is important that as a manager you have the tools to resolve conflict before it becomes an issue. What does the course cover? What is Workplace conflict? What causes conflict in the workplace? The effects of conflict on colleagues and the business Types of Conflict Conflict Management Styles Early Conflict resolution Mediation

Duration 4 Days 24 CPD hours This course is intended for This is an introductory-level C++ programming course designed for developers with experience programming in C or other languages. Practical hands-on prior programming experience and knowledge is required. Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, designed to train attendees in basic coding with C++, coupling the most current, effective techniques with the soundest industry practices. Our engaging instructors and mentors are highly experienced practitioners who bring years of current 'on-the-job' experience into every classroom. Working in a hands-on learning environment, guided by our expert team, attendees will learn: Writing procedural programs using C++ Using private, public and protected keywords to control access to class members Defining a class in C++ Writing constructors and destructors Writing classes with const and static class members Overloading operators Implementing polymorphic methods in programs Writing programs using file I/O and string streams Using manipulators and stream flags to format output Using the keyword template to write generic functions and classes Writing programs that use generic classes and functions Writing programs that use algorithms and containers of the Standard Library Apply object-oriented design techniques to real-world programming problems Using algorithms and containers of the Standard Library to manipulate string data Understand how C++ protects the programmer from implementation changes in other modules of an application Using try() blocks to trap exceptions Using catch() blocks to handle exceptions Defining exceptions and using throw to trigger them Introduction to C++ Programming / C++ Essentials is a skills-focused, hands-on C++ training course geared for experienced programmers who need to learn C++ coupled with sounds coding skills and best practices for OO development. Students will leave this course armed with the required skills to put foundation-level C++ programming skills right to work in a practical environment. The central concepts of C++ syntax and style are taught in the context of using object-oriented methods to achieve reusability, adaptability and reliability. Emphasis is placed on the features of C++ that support abstract data types, inheritance, and polymorphism. Students will learn to apply the process of data abstraction and class design. Practical aspects of C++ programming including efficiency, performance, testing, and reliability considerations are stressed throughout. Comprehensive hands on exercises are integrated throughout to reinforce learning and develop real competency Moving from C to C++ (Optional) New Compiler Directives Stream Console I/O Explicit Operators Standard Libraries Data Control Capabilities Handling Data New Declaration Features Initialization and Assignment Enumerated Types The bool Type Constant Storage Pointers to Constant Storage Constant Pointers References Constant Reference Arguments Volatile Data Global Data Functions Function Prototypes and Type Checking Default Function Data Types Function Overloading Problems with Function Overloading Name Resolution Promotions and Conversions Call by Value Reference Declarations Call-by-Reference and Reference Types References in Function Return Constant Argument Types Conversion of Parameters Using Default Initializers Providing Default Arguments Inline Functions Operator Overloading Advantages and Pitfalls of Overloading Member Operator Syntax and Examples Class Assignment Operators Class Equality Operators Non-Member Operator Overloading Member and Non-Member Operator Functions Operator Precedence This Pointer Overloading the Assignment Operator Overloading Caveats Creating and Using Objects Creating Automatic Objects Creating Dynamic Objects Calling Object Methods Constructors Initializing Member consts Initializer List Syntax Allocating Resources in Constructor Destructors Block and Function Scope File and Global Scope Class Scope Scope Resolution Operator :: Using Objects as Arguments Objects as Function Return Values Constant Methods Containment Relationships Dynamic Memory Management Advantages of Dynamic Memory Allocation Static, Automatic, and Heap Memory Free Store Allocation with new and delete Handling Memory Allocation Errors Controlling Object Creation Object Copying and Copy Constructor Automatic Copy Constructor Conversion Constructor Streaming I/O Streams and the iostream Library Built-in Stream Objects Stream Manipulators Stream Methods Input/Output Operators Character Input String Streams Formatted I/O File Stream I/O Overloading Stream Operators Persistent Objects Introduction to Object Concepts The Object Programming Paradigm Object-Orientated Programming Definitions Information Hiding and Encapsulation Separating Interface and Implementation Classes and Instances of Objects Overloaded Objects and Polymorphism Declaring and Defining Classes Components of a Class Class Structure Class Declaration Syntax Member Data Built-in Operations Constructors and Initialization Initialization vs. Assignment Class Type Members Member Functions and Member Accessibility Inline Member Functions Friend Functions Static Members Modifying Access with a Friend Class Templates Purpose of Template Classes Constants in Templates Templates and Inheritance Container Classes Use of Libraries Strings in C++ Character Strings The String Class Operators on Strings Member Functions of the String Class Inheritance Inheritance and Reuse Composition vs. Inheritance Inheritance: Centralized Code Inheritance: Maintenance and Revision Public, Private and Protected Members Redefining Behavior in Derived Classes Designing Extensible Software Systems Syntax for Public Inheritance Use of Common Pointers Constructors and Initialization Inherited Copy Constructors Destructors and Inheritance Public, Protected, Private Inheritance Exceptions Types of Exceptions Trapping and Handling Exceptions Triggering Exceptions Handling Memory Allocation Errors C++ Program Structure Organizing C++ Source Files Integrating C and C++ Projects Using C in C++ Reliability Considerations in C++ Projects Function Prototypes Strong Type Checking Constant Types C++ Access Control Techniques Polymorphism in C++ Definition of Polymorphism Calling Overridden Methods Upcasting Accessing Overridden Methods Virtual Methods and Dynamic Binding Virtual Destructors Abstract Base Classes and Pure Virtual Methods Multiple Inheritance Derivation from Multiple Base Classes Base Class Ambiguities Virtual Inheritance Virtual Base Classes Virtual Base Class Information The Standard Template Library STL Containers Parameters Used in Container Classes The Vector Class STL Algorithms Use of Libraries

Learn the proper way to use PowerPoint and the background features that can make a real difference. Course overview Duration: 1 day (6.5 hours) Our PowerPoint – Professional Presentations course looks at creating professional, business focussed presentations quickly and easily. It ensures delegates are aware of the key concepts in using the tool such as slide masters and by the end of the day you will be able to create and run high quality presentations. This course is designed for new and existing users of PowerPoint who want to get the best out of the tool. Objectives  By the end of the course you will be able to: Create a new presentation Amend the slide master/template Create text slides Animate text on slides Insert pictures and objects Set object animation Insert and work with SmartArt Create charts Run a presentation Content Creating a new presentation Creating a new presentation from a template Using your company template Changing slide layouts Copying, deleting and inserting slides Using the slide master Modifying the Slide Master Using Slide layouts Multiple Slide Masters Slide dates, footers and numbers Creating text slides Working with bullet points Setting spacing Changing text and bullet styles Using Outline view Text animation on a slide Slide titles Bullet points Applying animation to the Slide Master Animating text Slide titles Bullet points Applying animation to Slide Master Drill Down vs Drill Through Review of drill down Creating drill through pages Using drill through Inserting and working with pictures Inserting pictures Inserting online pictures Formatting pictures Adding Drawings Inserting lines and shapes Using Quick Styles Selecting and grouping objects Aligning and positioning objects Add text to a shape Duplicating objects Object animation Simple object animations Working with SmartArt Inserting SmartArt Graphics SmartArt formatting Converting text to SmartArt Inserting charts Creating a slide with a graph Changing chart types Setting chart options Graph animations Presenting your presentation Slide show settings Using Presenter view Using the PowerPoint viewer Slide show presentation tips