31852 Courses

Duration 5 Days 30 CPD hours This course is intended for Those new to Citrix or considering a move to Citrix Cloud Overview Gain foundational knowledge of Citrix Virtual Apps and Desktops 7Learn how to install, configure, and manage a Citrix Virtual Apps and Desktops 7 site and Cloud connectorsIdentify the considerations between Citrix Virtual Apps and Desktops on-premises and the Citrix Virtual Apps and Desktops ServiceDiscover how to deliver app and desktop resources This course will teach students how to deploy, install, configure, setup profile management, configure policies, printing and basic security features for on-premises Virtual Apps and Desktop solution building, and then migrating to Citrix Cloud.This course includes a voucher to take the related exam and earn your Citrix Certified Associate - Virtualization (CCA-V) certification. Architecture Overview Introduction to Citrix Virtual Apps and Desktops Architecture Overview Features Hosting Platform Considerations Citrix Virtual Apps and Desktops Service Connection Flow Process Introduction Deploy the Site Pre-Deployment Considerations Citrix Licensing Setup Delivery Controller Setup Site Setup And Management Redundancy Considerations The Apps and Desktops Images Consider Master Image Creation Methods Master Image Requirements Provision and Deliver App and Desktop Resources Machine Catalogs and Delivery Groups Provisioning Methods and Considerations Machine Creation Services (MCS) Deep Dive MCS Environment Considerations Resource Locations Provide Access to App and Desktop Resources Consider Workspace Experience versus StoreFront Workspace Experience User Authentication Workspace App Communication Flow Manage the User Experience Methods to Manage the User Experience Common User Experience Settings Published App and Desktop Presentation and Management Published App Properties Server OS Published App Optimizations Published App Presentation Application Groups Apps and Desktops Presentation Manage Printing for User Sessions Map Printers to the User Session Printer Drivers Print Environment Considerations Citrix Profile Management Introduction and Considerations Configure Citrix Profile Management Manage the Site Delegated Administration Use PowerShell with Citrix Virtual Apps and Desktops Power Management Considerations Citrix Virtual Apps and Desktops Basic Security Considerations Citrix Admin Security Considerations XML Service Security Considerations Secure HDX External Traffic Monitor the Site Citrix Director Introduction Monitor and Interact with User Sessions Published Apps Analysis Monitor the Machines Running the VDA Site Specific Common Monitoring Alerts and Notifications Optimize Citrix Director Monitoring with Citrix ADM Introduction to Supporting and Troubleshooting Citrix Virtual Apps and Desktops Introduction to Supporting a Citrix Virtual Apps and Desktops Site Tools Proactive Administration Common Tasks Migrate To Citrix Cloud Migration Considerations Citrix Cloud Connector Deployment Citrix Virtual Apps and Desktops with an On-Premises Resource Location The Migration Process Citrix Analytics Citrix Analytics Introduction Prepare to Use Citrix Analytics Types of Analytics Additional course details: Nexus Humans CWS-215 Citrix Virtual Apps and Desktops 7 Administration On-Premises and In Citrix Cloud 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 CWS-215 Citrix Virtual Apps and Desktops 7 Administration On-Premises and In Citrix Cloud 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 5 Days 30 CPD hours This course is intended for This course is designed for technology leaders, solution developers, project managers, organizational decision makers, and other individuals seeking to demonstrate a vendor-neutral, cross-industry understanding of ethics in emerging data-driven technologies, such as AI, robotics, IoT, and data science. This course is also designed for professionals who want to pursue the CertNexus Certification Exam CET-110: Certified Ethical Emerging Technologies. Overview In this course, you will incorporate ethics into data-driven technologies such as AI, IoT, and data science. You will: Describe general concepts, theories, and challenges related to ethics and emerging technologies. Identify ethical risks. Practice ethical reasoning. Identify and mitigate safety and security risks. Identify and mitigate privacy risks. Identify and mitigate fairness and bias risks. Identify and mitigate transparency and explainability risks. Identify and mitigate accountability risks. Build an ethical organization. Develop ethical systems in technology-focused organizations. Mutually reinforcing innovations in computing and engineering are catapulting advances in technological production. From blockchain and artificial intelligence (AI) to gene editing and the Internet of Things (IoT), these advances come with tremendous opportunities for improvement in productivity, efficiency, and human well-being. But as scandals increasingly demonstrate, these advances also introduce new and serious risks of conflict and harm.Technology professionals now face growing demands to identify and mitigate ethical risks to human rights and the environment, as well as to navigate ethical tradeoffs between qualities such as privacy and accuracy, fairness and utility, and safety and accountability. This course provides the tools to identify and manage common ethical risks in the development of emerging data-driven technologies. It distills ethical theory, public regulations, and industry best practices into concrete skills and guidelines needed for the responsible development of digital products and services. By following the course's practical, problems-based approach, learners will become adept at applying theories, principles, frameworks, and techniques in their own roles and organizations. Introduction to Ethics of Emerging Technologies Topic A: What?s at Stake Topic B: Ethics and Why It Matters Topic C: Ethical Decision-Making in Practice Topic D: Causes of Ethical Failures Identifying Ethical Risks Topic A: Ethical Reasons Topic B: Stumbling Blocks for Ethical Reasoning Topic C: Identify Ethical Risks in Product Development Topic D: Tools for Identifying Ethical Risks Topic E: Use Regulations, Standards, and Human Rights to Identify Ethical Risks Ethical Reasoning in Practice Topic A: Ethical Theories Topic B: Use Ethical Decision-Making Frameworks Topic C: Select Options for Action Topic D: Avoid Problems in Ethical Decision-Making Identifying and Mitigating Security Risks Topic A: What Is Security? Topic B: Identify Security Risks Topic C: Security Tradeoffs Topic D: Mitigate Security Risks Identifying and Mitigating Privacy Risks Topic A: What Is Privacy? Topic B: Identify Privacy Risks Topic C: Privacy Tradeoffs Topic D: Mitigate Privacy Risks Identifying and Mitigating Fairness and Bias Risks Topic A: What Are Fairness and Bias? Topic B: Identify Bias Risks Topic C: Fairness Tradeoffs Topic D: Mitigate Bias Risks Identifying and Mitigating Transparency and Explainability Risks Topic A: What Are Transparency and Explainability? Topic B: Identify Transparency and Explainability Risks Topic C: Transparency and Explainability Tradeoffs Topic D: Mitigate Transparency and Explainability Risks Identifying and Mitigating Accountability Risks Topic A: What Is Accountability? Topic B: Identify Accountability Risks Topic C: Accountability Tradeoffs Topic D: Mitigate Accountability Risks Building an Ethical Organization Topic A: What Are Ethical Organizations? Topic B: Organizational Purpose Topic C: Ethics Awareness Topic D: Develop Professional Ethics within Organizations Developing Ethical Systems in Technology-Focused Organizations Topic A: Policy and Compliance Topic B: Metrics and Monitoring Topic C: Communication and Stakeholder Engagement Topic D: Ethical Leadership

Duration 5 Days 30 CPD hours Overview SDWAN Review Advanced Template Design and Troubleshooting Advanced Security Policies on vEdge and IOS-XE Platforms Advanced Local Policies on vEdge and IOS-XE Platforms Advanced Central Policies on vEdge and IOS-XE Platforms Advanced Troubleshooting of Policies on vEdge and IOS-XE Platforms In this Advanced Lab focused SDWAN Course, Students willExplore and Troubleshoot the initials environmentLearn Advanced Techniques to Deploy Templates with the theme of reusabilityDeploy and Troubleshoot Transport BridgingDeploy and Troubleshoot Routing including OSPF, BGP, EIGRPDeploy and Troubleshoot Multicast RoutingDesign, Configure, and Troubleshoot Advanced Security PoliciesDesign, Configure, and Troubleshoot Local PoliciesDesign, Configure, and Troubleshoot Application Aware RoutingDesign, Configure, and Troubleshoot Quality of ServiceDesign, Configure, and Troubleshoot Central Policies Including Hub Spoke, Full Mesh and Custom TopologiesDesign, Configure, and Troubleshoot Central Policies Including Service ChainingDesign, Configure, and Troubleshoot Central Policies Including Traffic Rules & CFLOW Cisco SD-WAN Overview Dashboard SD-WAN Architecture SD-WAN WAN Edges SD-WAN Controllers SD-WAN Fabric SD-WAN Advanced Settings Advanced Controller Settings Overlay and vEdge Recommended Settings Forward Error Correction (FEC) Packet Duplication System IP Design LTE Operation SD-WAN High Availability Controller High Availability Controller Scalability Active vManage, Backup Inactive vManage Clustering vManages Disaster Recovery SD-WAN Templates Template Overview Future Templates Device template using Future Templates Device template using CLI Templates Designing templates for Reusability Attaching Devices to Templates Bridging Transparent Bridging Bridging Template Configuration cEdge Bridging Template Configuration vEdge Bridging Template Configuration Monitoring Bridging Routing Protocols Static Routes Dynamic Routing Protocols Multicast Multicast Terms Requirements vEdge Multicast Support cEdge Multicast Support Multicast RPs Multicast Replicators PIM IGMP Network Optimization Optimization Overview TCP Optimization vEdge Optimization Requirements vEdge Optimization Implementation cEdge (IOS-XE) Optimization Requirements cEdge (IOS-XE) Optimization Implementation AppNAV Per Tunnel QoS Direct Internet Access (DIA) Overview SD-WAN Direct Internet Access (DIA) SD-WAN DIA Requirements SD-WAN Direct Internet Access Use Cases SD-WAN Direct Internet Access Design Components SD-WAN Direct Internet Access Design Considerations SD-WAN Direct Internet Access Failover Scenarios Cisco SD-WAN Direct Internet Access Monitoring Unified Communications Voice Integration in SD-WAN Voice Feature Templates Voice Policies IOS-XE UC Device Template SD-WAN Security Policy Authentication/Encryption/Integrity Firewall IPS (Snort) URL Filtering Web Layer Security Pairwise IPsec Keys SD-WAN Local Policy Policy Configuration Overview Policy Framework-Localized Policies Local Control Policy Local Control (Route) Policy Localized Control Policy Configuration Local Data Policy Configure Localized Data Policy for IPv4 SD-WAN Central Policy Policy Creation and Management Guidelines Centralized Data Policies Application Aware Routing Service Chaining Traffic Flow Monitoring with Cflowd Policy Construction Platform Support and Scalability SDWAN Migration Sequence of Migration Migration Planning DC/Hub Site Migration Branch/Spoke Site Migration Additional course details: Nexus Humans ADV-SDWAN-CT - Advanced Cisco SD-WAN Routing, Templates, Policy Configure, and Tshoot 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 ADV-SDWAN-CT - Advanced Cisco SD-WAN Routing, Templates, Policy Configure, and Tshoot 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 5 Days 30 CPD hours This course is intended for The primary audience for this course are Business Process Architects, Developers, Developer Consultants, System Administrators, System Architects, and Technology Consultants. Overview The participants will learn to configure scenariosUnderstand and configure the different options with which a back-end system can be connected to the SAP Process Integration (formerly known as SAP Exchange Infrastructure). In this course, students gain knowledge in configuring SAP Process Integration and learn how to implement different integration scenarios with SAP and non-SAP applications. SAP Process Integration Architecture Describing SAP Process Integration Architecture Explaining the Functionality and Utilization of SAP Process Integration The System Landscape Directory (SLD) Maintaining Products and Software Components in the System Landscape Directory (SLD) Implementing Technical Systems in the System Landscape Directory Maintaining Business Systems for Use in the Integration Directory Interface Objects in the Enterprise Service Repository (ESR) Listing Options for Navigating the Enterprise Services Repository (ESR) Analyzing Interface Objects in the Enterprise Services Repository (ESR) Maintaining Interface Objects Defining Message Processing Types and Quality of Services Object Mapping in the Enterprise Service Repository (ESR) Creating Message Mapping Objects Mapping Between Service Interfaces Analyzing Asynchronous Integration Scenarios Configuration of Integration Directory Communication Objects Using Configuration Views Creating Communication Channels in the Integration Directory (ID) Configuration of Integration Directory Objects for ABAP Processing Analyzing Objects Used in the Configuration of Integration Engine (IE) Communication Analyzing Routing Objects Used in Integration Engine (IE) Communication Analyzing Multiple Receiver Objects Used in Integration Engine (IE) Communication Configuration of Integration Directory Objects for Java Processing Maintaining Objects for Advanced Adapter Engine (AAE)-Only Processing Maintaining Objects for Advanced Adapter Engine Extended (AEX) Message Processing Creating and Deploying Integration Flows to the Advanced Adapter Engine Extended (AEX) Operations of SAP Process Integration Using the Runtime Workbench Using the Process Integration Monitoring (PIMon) Home Using the SAP NetWeaver Administrator Connectivity Options for SAP Process Integration Analyzing Connectivity Options between Back-End Systems with SAP Process Integration HTTP Connectivity Options Configuring the Simple Object Access Protocol (SOAP) Adapter Using Proxy Technology Checking the HTTP ABAP Adapter Using the HTTP_AAE (Java) Adapter File Adapter Configuration Configuring the Receiver File Adapter Configuring a Sender File Adapter Intermediate Document (IDoc) Connectivity Options Using the Intermediate Document (IDoc) Adapter with the Receiver Intermediate Document Adapter for the ABAP Stack Using the Sender Intermediate Document (IDoc) Adapter Using the Intermediate Document (IDoc) Adapter in the Advanced Adapter Engine (AAE) Configuring a Complete Intermediate Document (IDoc) Scenario Configuration of SAP Business Application Programming Interfaces (BAPIs) Connectivity Configuring the Receiver Remote Function Call (RFC) Adapter Configuring the Sender Remote Function Call (RFC) Scenario Enterprise Services and B2B Connectivity Analyzing Enterprise Services Configuring Business-to-Business (B2B) Connectivity Cross-Component Business Process Management (ccBPM) Integration Processes Analyzing the Runtime of the Cross-Component Business Process Management (ccBPM) Identifying the Steps to Create and Use an Integration Process Additional course details: Nexus Humans BIT400 SAP Process Integration 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 BIT400 SAP Process Integration 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 Data Protection Officers Data Protection Managers Auditors Legal Compliance Officers Security Manager Information Managers Anyone involved with data protection processes and programs Overview It will show the world that students know privacy laws and regulations and how to apply them, and that students know how to secure your place in the information economy. When students earn a CIPP credential, it means they've gained a foundational understanding of broad global concepts of privacy and data protection law and practice, including: jurisdictional laws, regulations and enforcement models; essential privacy concepts and principals; legal requirements for handling and transferring data and more. The Certified Information Privacy Professional/United States (CIPP/US) program, developed by the International Association of Privacy Professionals (IAPP) - the world?s largest comprehensive global information privacy community and resource, was the first professional certification ever to be offered in information privacy. The CIPP/US credential demonstrates a strong foundation in U.S. privacy laws and regulations and understanding of the legal requirements for the responsible transfer of sensitive personal data to/from the U.S., the EU and other jurisdictions.This course will provide you with a foundational understanding of broad global concepts of privacy and data protection law and practice, including: jurisdictional laws, regulations and enforcement models; essential privacy concepts and principals; legal requirements for handling and transferring data and more. Introduction to privacy Modern history of privacy Introduction to personal information Overview of data protection roles Summary of modern privacy frameworks Structure of U.S. law Structure and sources of U.S. law and relevant terms Governmental bodies having privacy and information security authority General Data Protection Regulation overview (GDPR) High-level overview of the GDPR Significance of the GDPR to U.S. organizations Roles and responsibilities outlined in the law California Consumer Privacy Act of 2018 (CCPA) High-level overview of the newly passed California Consumer Privacy Act of 2018 Scope Consumer rights Business obligations Enforcement Enforcement of U.S. privacy and security laws Distinguishing between criminal and civil liability Comparing federal and state authority Theories of legal liability Enforcement powers and responsibilities of government bodies, such as the FTC and state attorneys general Information management from a U.S. perspective Developing a privacy program Role of privacy professionals and accountability Employee training User preferences Managing vendors Data classification Federal versus state authority Differences between federal and state authority Preemption Healthcare Privacy laws in healthcare Major components of HIPAA Development of HITECH Privacy protections mandated by other significant healthcare laws Financial privacy Goals of financial privacy laws Key concepts of FCRA, FACTA and GLBA Red Flags Rule, Dodd-Frank and consumer protection laws Education Privacy rights and protections under FERPA Recent amendments provided by PPRA and NCLBA Telecommunications and marketing Rules and regulations of telecommunications entities Laws that govern marketing Addressing privacy in the digital advertising Law enforcement and privacy Privacy laws on intercepting communication Telecommunications industry and law enforcement Laws ensuring rights to financial privacy National security and privacy Rules and regulations on intercepting communication Evolution of the law Collaboration of government agencies and private companies to improve cybersecurity Civil litigation and privacy Privacy issues related to litigation Electronic discovery, redaction and protective orders U.S. discovery rules versus foreign laws Legal overview of workplace privacy Federal and state laws regulating and protecting employee privacy Federal laws prohibiting discrimination Privacy before, during and after employment Lifecycle of employee privacy Background screening Employee monitoring Investigating misconduct and termination Antidiscrimination laws ?Bring your own device? policies State data security laws State laws impacting data security Social Security number use regulation Laws governing data destruction Data breach notification laws Scope of state data breach notification law Nine elements of state data breach notification laws Major differences in state laws

Duration 1 Days 6 CPD hours Apple?s Keynote is the equivalent of Microsoft?s PowerPoint. With it?s powerful set of tools and effects, Keynote makes it easy to create stunning presentations. In this one-day class you will learn how to design and customize slides, add media and music, animate text and images, record voice over narration and the best tips and tricks for presenting the final presentation. Course covers working with a Mac, iPhone and/or iPad and demonstrates how to collaborate in real time with other users Creating a Presentation Opening Keynote Choosing a Theme and Slide Size Selecting a Master Slide Outlining a Presentation Using the Inspector Working with the Format Bar Pasting Text into an Outline Formatting Text Customizing a Slide Layout Copying Styles Between Slides Fixing Spelling Errors Working in Outline View Reordering Slides Creating Object Effects Dragging Files to Create New Slides Using the Light Table Creating a Custom Theme Creating an Empty Theme Creating Backgrounds and Formatting Text Creating a Title Slide Creating a Master Slide Saving and Sharing Themes Applying a Custom Theme Dragging Files to Create New Slides Using the Light Table Working with Tables and Charts Tables and Charts Working with Tables and Charts Chart and Table options Understanding Axis and Series 2D and 3D Charts Animating Tables and Charts Adding content from Microsoft Office or PDF Files Adding Media to Your Presentation Adding Photos and Graphics Enhancing Photos in Keynote Customizing Photo or Graphic Layouts Making Part of a Photo or Graphic Transparent Masking Photos and Shapes Instant Alpha Adding Hyperlinks and Navigation Adding a Chart or Table Adding Audio or Soundtrack Adding a Global Transition Adding Video and Animation Creating Builds to Reveal Text Creating a Sequence Build to Reveal a Table Creating a Smart Build Creating Custom Animation Animating Charts Animating Your Presentation Previewing the Presentation 2D and 3D Transitions Between Slides Creating Object Effects Running and Pausing your Presentation Animating a Title Slide Adding HyperLinks to your Presentation Using Magic Move Recording a Narrated, Self Playing Presentation Rehearsing and Delivering Your Presentation Reviewing your Presentation Adding Comments to your Presentation Adding and Printing Presenter Notes Rehearsing your Presentation Creating a Self-running Slideshow Troubleshooting your Presentation Indexing with Spotlight Importing from PowerPoint Animating a Title Slide Cleaning Up a Presentation Enhancing a Presentation Using an iOS Device as a Remote Control - Sharing Your Presentation Printing handouts Export for Email Exporting to PDFs Exporting to PowerPoint Exporting to Quicktime Sending to YouTube or the web Exporting Export For Email, PDFs Uploading to iCloud or Moving between Computer and iCloud Exporting to PowerPoint Exporting to QuickTime Sending to YouTube Troubleshooting & Cleaning Up Your PresentationTips and Tricks Working with Keynote on an iOS mobile device Additional course details: Nexus Humans Apple Keynote 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 Apple Keynote 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 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced developers, analysts or others who are intending to learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web. Overview This skills-focused combines engaging lecture, demos, group activities and discussions with machine-based student labs and exercises.. Our engaging instructors and mentors are highly-experienced practitioners who bring years of current, modern 'on-the-job' modern applied datascience, AI and machine learning experience into every classroom and hands-on project. Working in a hands-on lab environment led by our expert instructor, attendees will Understand the different kinds of recommender systems Master data-wrangling techniques using the pandas library Building an IMDB Top 250 Clone Build a content-based engine to recommend movies based on real movie metadata Employ data-mining techniques used in building recommenders Build industry-standard collaborative filters using powerful algorithms Building Hybrid Recommenders that incorporate content based and collaborative filtering Recommendation systems are at the heart of almost every internet business today; from Facebook to Net?ix to Amazon. Providing good recommendations, whether its friends, movies, or groceries, goes a long way in defining user experience and enticing your customers to use your platform.This course shows you how to do just that. You will learn about the different kinds of recommenders used in the industry and see how to build them from scratch using Python. No need to wade through tons of machine learning theory?you will get started with building and learning about recommenders as quickly as possible. In this course, you will build an IMDB Top 250 clone, a content-based engine that works on movie metadata. You will also use collaborative filters to make use of customer behavior data, and a Hybrid Recommender that incorporates content based and collaborative filtering techniques. Students will learn to build industry-standard recommender systems, leveraging basic Python syntax skills. This is an applied course, so machine learning theory is only used to highlight how to build recommenders in this course. Getting Started with Recommender Systems Technical requirements What is a recommender system? Types of recommender systems Manipulating Data with the Pandas Library Technical requirements Setting up the environment The Pandas library The Pandas DataFrame The Pandas Series Building an IMDB Top 250 Clone with Pandas Technical requirements The simple recommender The knowledge-based recommender Building Content-Based Recommenders Technical requirements Exporting the clean DataFrame Document vectors The cosine similarity score Plot description-based recommender Metadata-based recommender Suggestions for improvements Getting Started with Data Mining Techniques Problem statement Similarity measures Clustering Dimensionality reduction Supervised learning Evaluation metrics Building Collaborative Filters Technical requirements The framework User-based collaborative filtering Item-based collaborative filtering Model-based approaches Hybrid Recommenders Technical requirements Introduction Case study and final project ? Building a hybrid model Additional course details: Nexus Humans Building Recommendation Systems with Python (TTAI2360) 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 Building Recommendation Systems with Python (TTAI2360) 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 5 Days 30 CPD hours This course is intended for Security Professionals Incident Handling Professionals Anyone in a Security Operations Center Forensics Experts Cybersecurity Analysts Overview Our Certified Cyber Security Analyst course helps you prepare an organization to create a complete end to end solution for proactively monitoring, preventing, detecting, and mitigating threats as they arise in real time. Do not fool yourself, this course is far more advanced than you may expect. It is fast paced and thorough, so you can enjoy a well-rounded experience. Be ready to dig deep into the details of security analysis for today's needs. When we are done you will be able to setup and deploy state of the art open source and for purchase analysis tools, intrusion detection tools, syslog servers, SIEMs, along with integrating them for the entire company to find and an many cases prevent today's exploits. This course maps to the mile2 Certified Cyber Security Analyst Exam as well as the CompTIA CySA+CS0-001 certification exam. Our Certified Cyber Security Analyst course helps you prepare an organization to create a complete end to end solution for proactively monitoring, preventing, detecting, and mitigating threats as they arise in real time.Do not fool yourself, this course is far more advanced than you may expect. It is fast paced and thorough, so you can enjoy a well-rounded experience. Be ready to dig deep into the details of security analysis for today?s needs.When we are done you will be able to setup and deploy state of the art open source and for purchase analysis tools, intrusion detection tools, syslog servers, SIEMs, along with integrating them for the entire company to find and an many cases prevent today?s exploits.This course maps to the mile2 Certified Cyber Security Analyst Exam as well as the CompTIA CySA+CS0-001 certification exam. Blue Team?Principles Network Architecture?and how it lays the groundwork Defensive Network Security Data Locations?and how they tie together Security?Operations?Center The People, Processes, and Technology Triage and Analysis Digital Forensics Incident Handling Vulnerability Management Automation, Improvement, and Tuning Digital?Forensics Investigative Theory and?Processes Digital Acquisition Evidence Protocols Evidence Presentation Computer Forensics?Laboratory Protocols Processing Techniques Specialized?Artifacts Advanced Forensics for Today?s?Exploitations Malware Analysis Creating the Safe Environment Static Analysis Dynamic Analysis Behavior Based Analysis What is different about?Ransomware? Manual Code Reversing Traffic Analysis Manual Analysis Principles Automated?Analysis Principles Signatures?compared to?Behaviors Application Protocols Analysis Principles Networking Forensics Assessing the Current State of Defense with the?Organization Network Architecture and Monitoring Endpoint Architecture and Monitoring Automation, Improvement, and continuous?monitoring Leveraging SIEM for Advanced Analytics Architectural Benefits Profiling and?Baselining Advanced Analytics Defeating the Red Team with Purple Team tactics Penetration Testing?with full knowledge Reconnaissance Scanning Enumeration Exploitation Lateral Movement Additional course details: Nexus Humans C)CSA: Cybersecurity Analyst Mile 2 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 C)CSA: Cybersecurity Analyst Mile 2 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 5 Days 30 CPD hours This course is intended for In order to be successful in this class, incoming attendees are required to have current, hands-on experience in developing basic web applications, and be versed in HTML5, CSS3 and JavaScript. This is an intermediate level web development class, designed for experienced web developers, new to Angular, that need to further extend their skills in modern web development. Overview At the end of this five-day course, students will have an application up and running that incorporates components, directives, custom pipes, reactive forms, routes, services, unit testing, and the REST API. They will add authentication, implement the Material library, and learn how to maintain state with NgRX. They will then take a deeper dive including making their own custom directives, lazy loading modules, and E2E testing. They will learn how to enhance their application with animations and create their own Angular library. Working within in an engaging, hands-on learning environment, guided by our expert team, attendees will learn explore: What Angular is and why should you use it How Angular reduces the amount of code that you must write to add rich functionality to both existing and new web pages What TypeScript is, why it is useful, and how to use it with Angular How to facilitate development and deployment using Angular CLI How to work with the various aspects of the Angular architecture to implement clean, responsive web interfaces How Routers can support navigation within a Single Page Application What the best practices are for using Angular so that it works unobtrusively and performs well How to use Angular with HTTP to support JSON, REST, and other services Working with the Ahead of Time compiler including its impact of developers and the development process How to defend against DOM-based XSS How to manage routing decisions based on pre-defined criteria such as a successful authentication How to meet huge data requirements by processing asynchronous data streams with RxJS Simplify server-side rendering How to facilitate unit testing Enhance an Angular user interface with animations and other advanced features Optimize Angular applications with various tools and techniques Maintain state within an Angular application What Angular 9 brings to the table and its relationship to Angular 8 Mastering Angular is a five-day, hands-on course that thoroughly explores the latest Angular features and advances, demonstrating how to solve the traditional challenges of JavaScript web application development. Throughout the course students will build custom components using application routes, form validation, and unit-testing. The course starts with an introduction of Angular CLI and TypeScript, and then delves into component-driven development with Angular components, covering data-binding, directives, services, routing, HTTP, the RxJS library, forms unit testing, and REST. Students will also learn how to add authentication, use the Material library, learn the NgRX design pattern to implement the NgRX store, make custom directives, enhance their application with animations, write an E2E test, and increase their application's efficiency by lazy loading modules and creating their own Angular library Angular Overview Overview of Angular Architecture Getting Started with Angular Getting Started with TypeScript Bootstrapping with Angular CLI Angular Project Structure Working with Angular Components and Events Third Party Libraries Dynamic Views Pipes Angular Forms Forms and the Forms API Single Page Applications and Routes Single Page Applications Services and Dependency Injection Modules Using RESTful Services Overview of REST Angular and REST Angular Best Practices Angular Style Guide What is New in Angular 9 Reactive Programming in Angular Working with RxJS Security and Authentication DomSanitizer JSON Web Tokens Route Guards Enhancing the Angular App Angular Animations Angular Material Angular Elements Deep Dive into Angular Testing and Angular Deep Dive into Components and Directives Deep Dive into Services and Dependency Injection Optimizing for the Enterprise Lazy Loading Optimizing with Universal Creating Your Own Angular Library Maintain State with NgRX NgRX Store Lesson: ES6+ Sass and SCSS for Angular and Material

Duration 3 Days 18 CPD hours This course is intended for Operators of Juniper Networks security solutions, including network engineers, administrators, support personnel, and resellers. Overview Identify high-level security challenges in today's networks. Identify products that are incorporated into the Juniper Connected Security solution. Explain the value of implementing security solutions. Explain how Juniper Connected Security solves the cyber security challenges of the future. Explain the SRX Series devices and the added capabilities that next-generation firewalls provide. Explain traffic flows through the SRX Series devices. List the different security objects and how to create them. Describe interface types and perform basic interface configuration tasks. Describe the initial configuration for an SRX Series device. Explain security zones. Describe screens and their use. Explain address objects. Describe services and their use. Describe the purpose for security policies on an SRX Series device. Describe zone-based policies. Describe global policies and their use. Explain unified security policies. Configure unified security policies with the J-Web user interface. Describe IDP signatures. Configure an IDP policy using predefined templates with the J-Web user interface. Describe the use and configuration of the integrated user firewall feature. Describe the UTM security services List the available UTM services on the SRX Series device. Configure UTM filtering on a security policy with the J-Web user interface. Explain Sky ATP's use in security. Describe how Sky ATP and SRX Series devices operate together in blocking threats. Describe NAT and why it is used. Explain source NAT and when to use it. Explain destination NAT and when to use it. Explain static NAT and its uses. Describe the operation and configuration the different types of NAT. Identify various types of VPNs. Describe IPsec VPNs and their functionality. Describe how IPsec VPNs are established. Describe IPsec traffic processing. Configure IPsec VPNs with the J-Web user interface. Describe and configure proxy IDs and traffic selectors with the J-Web user interface. Monitor IPsec VPNs with the J-Web user interface. Describe the J-Web monitoring features. Explain the J-Web reporting features. Describe the Sky Enterprise service and how it can save resources. Explain the functionality of Junos Space Security Director. This course is designed to provide students with the foundational knowledge required to work with SRX Series devices. This course will use the J-Web user interface to introduce students to the Junos operating system. Module 1: COURSE INTRODUCTION COURSE INTRODUCTION Module 2: Juniper Security Concept Security Challenges Security Design Overview Juniper Connected Security Module 3: Juniper Connected Security ? SRX Series Devices Connected Security Interfaces Initial Configuration LAB 1: Initial Configuration Module 4: Security Objects Security Zone Objects Security Screen Objects Security Address Objects Security Services Objects LAB 2: Creating Security Objects with J-Web Module 5: Security Policies Security Policy Overview Zone-Based Policies Global Security Policies Application Firewall with Unified Security Policies LAB 3: Creating Security Policies with J-Web Module 6: Security Services ? IDP and User Firewall IDP Security Services Integrated User Firewall LAB 4: Adding IDP and User Firewall Security Services to Security Policies Module 7: Security Services ? UTM Content Filtering Web Filtering Antivirus Antispam LAB 5: Adding UTM Security Services to Security Policies Module 8: Juniper Connected Security ? Sky AT Sky ATP Overview Blocking Threats Lab 6: Demonstrating Sky ATP Module 9: Network Address Translation NAT Overview Source NAT Destination NAT Static NAT Lab 7: Implementing Network Address Translation Module 10: IPsec VPN Concepts VPN Types Secure VPN Requirements IPsec Tunnel Establishment IPsec Traffic Processing Module 11: Site-to-Site VPNs IPsec Configuration IPsec Site-to-Site Tunne Lab 8: Implementing Site-to-Site IPsec VPNs Module 12: Monitoring and Reporting J-Web monitoring options J-Web Reporting options Lab 9: Using Monitoring and Reporting Appendix A: SRX Series Hardware Appendix D: Sky Enterprise Services Appendix B: Virtual SRX Appendix EJunos Space Security Director Appendix CCLI Prime