3127 Development courses in Edinburgh delivered Live Online

Duration 4 Days 24 CPD hours This course is intended for This course is intended for: Developers Solutions Architects Data Engineers Anyone with little to no experience with ML and wants to learn about the ML pipeline using Amazon SageMaker Overview In this course, you will learn to: Select and justify the appropriate ML approach for a given business problem Use the ML pipeline to solve a specific business problem Train, evaluate, deploy, and tune an ML model using Amazon SageMaker Describe some of the best practices for designing scalable, cost-optimized, and secure ML pipelines in AWS Apply machine learning to a real-life business problem after the course is complete This course explores how to use the machine learning (ML) pipeline to solve a real business problem in a project-based learning environment. Students will learn about each phase of the pipeline from instructor presentations and demonstrations and then apply that knowledge to complete a project solving one of three business problems: fraud detection, recommendation engines, or flight delays. By the end of the course, students will have successfully built, trained, evaluated, tuned, and deployed an ML model using Amazon SageMaker that solves their selected business problem. Module 0: Introduction Pre-assessment Module 1: Introduction to Machine Learning and the ML Pipeline Overview of machine learning, including use cases, types of machine learning, and key concepts Overview of the ML pipeline Introduction to course projects and approach Module 2: Introduction to Amazon SageMaker Introduction to Amazon SageMaker Demo: Amazon SageMaker and Jupyter notebooks Hands-on: Amazon SageMaker and Jupyter notebooks Module 3: Problem Formulation Overview of problem formulation and deciding if ML is the right solution Converting a business problem into an ML problem Demo: Amazon SageMaker Ground Truth Hands-on: Amazon SageMaker Ground Truth Practice problem formulation Formulate problems for projects Module 4: Preprocessing Overview of data collection and integration, and techniques for data preprocessing and visualization Practice preprocessing Preprocess project data Class discussion about projects Module 5: Model Training Choosing the right algorithm Formatting and splitting your data for training Loss functions and gradient descent for improving your model Demo: Create a training job in Amazon SageMaker Module 6: Model Evaluation How to evaluate classification models How to evaluate regression models Practice model training and evaluation Train and evaluate project models Initial project presentations Module 7: Feature Engineering and Model Tuning Feature extraction, selection, creation, and transformation Hyperparameter tuning Demo: SageMaker hyperparameter optimization Practice feature engineering and model tuning Apply feature engineering and model tuning to projects Final project presentations Module 8: Deployment How to deploy, inference, and monitor your model on Amazon SageMaker Deploying ML at the edge Demo: Creating an Amazon SageMaker endpoint Post-assessment Course wrap-up Additional course details: Nexus Humans The Machine Learning Pipeline on AWS 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 The Machine Learning Pipeline on AWS 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 Overview Create heightened self-awareness and personal discovery Establish a space of mutual respect by adapting your communication Work with resistance to gain commitment and buy-in Recognize and enhance trust by leading from any position Distinguish among varying attitudes and behaviors to make your teams work as a stronger unit One of DISC?s most intriguing applications is leveraging behavioral identification and adaptability. This workshop will guide you on the path of heightened self-awareness and personal discovery. You can make this your cornerstone seminar, revealing your unique behavioral style blend and how to apply that knowledge prescriptively to others, based on their style blend; thus boosting communication effectiveness. Studies indicate that 92% of workplace conflict is the result of misunderstanding and communication breakdowns. Your entire organization can apply DISC?s prescriptive lessons of behavioral adaptability to reduce employee conflict and turnover, increase productivity, and optimize team performance. Private classes on this topic are available. We can address your organization?s issues, time constraints, and save you money, too. Contact us to find out how. 1. Understanding The World Of Disc What is DISC? Breaking down the four main styles: Dominant Influencing Steady Conscientious Determining behaviors to read styles: Indirect vs. Direct Open vs. Guarded 2. Building Stronger Self-Awareness Rating your own style Understanding the Platinum Rule Grid Breaking down your profile Natural Style Adapted Style 3. Reading And Adapting To Others? Behaviors Applying the Platinum Rule Identifying characteristics in others Communication strategies with others Adapting your approaches 4. Getting Buy-In From Others Selling yourself to others Getting buy-in from each profile Understanding the cycle of getting buy-in Assessing Solving Confirming agreement Assuring satisfaction 5. Trust-Based Leadership High performance leadership characteristics The key to listening to build trust Motivating strategies with each profile 6. Making Teams Work Understanding how we each make decisions Seeing the power in each style as a role Blending team styles for teamwork Reviewing the team needs to optimize effectiveness

Duration 1 Days 6 CPD hours This course is intended for This course is aimed at users with the Tableau CRM license who need to build effective lenses and dashboards for their business users to explore their data. It may also be of interest to users who are connecting and integrating this data, to understand how it is used in the lens and dashboard building process. Overview Build and manage apps in Tableau CRM Design a dashboard based on requirements, and create a dashboard template Create and add lenses to build a dashboard Optimize a dashboard for mobile use Ready to start building in Tableau CRM? In this course, you?ll find out how to design and create an effective dashboard layout to help viewers quickly find their way around. You?ll learn how to build lenses and add them into your dashboards using the Tableau CRM Dashboard Designer. Once you?ve created a dashboard, you?ll also learn how to optimize the dashboard for mobile. Finally you?ll also learn how to organize your lenses and dashboards using apps and ensure that only the right users have access to them.Looking for Tableau classes? Check out the Tableau catalog here. Managing Apps, Lenses, Dashboards, and Datasets Overview of building and managing apps Building an app Manage apps, lenses, dashboards, and datasets Designing a Dashboard and Creating a Template Dashboard Building Overview Designing a Dashboard Create a dashboard template Building a Dashboard Building a Dashboard Adding Charts, Tables, and KPIs to a Dashboard Adding Filters to a Dashboard Modify a Dashboard for Mobile Translating Desktop Dashboards to a Mobile Device Creating/Updating Mobile Dashboard Layouts

Duration 1 Days 6 CPD hours This course is intended for New administrators, business analysts or report writers who are new to creating reports or dashboards within Salesforce. Overview A student in this class will learn the basic Salesforce object model, and how to create and secure reports and dashboards. The instructor will lead students through exercises to create tabular, summary, matrix and join reports. Students will learn advanced reporting functionality such as charting, report summary fields, bucket fields, conditional highlighting, advanced report filters and building custom report types. Finally, the student will learn how to create and run dashboards and schedule and email reports and dashboards. This course is specifically designed to teach administrators, business analysts or report writers how to utilize the basic and advanced analytic capabilities of Salesforce. Introductions / Login to Training OrgsOverview of Salesforce Object ModelTabular, Summary, Matrix, Join ReportsCharts, Bucket Fields, Report Summary Fields, Conditional HighlightingCustom Report TypesDashboardsReport & Dashboard Scheduling Additional course details: Nexus Humans Introduction to Salesforce.com Analytics - Building Reports and Dashboards 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 Introduction to Salesforce.com Analytics - Building Reports and Dashboards 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 1 Days 6 CPD hours This course is intended for Individuals planning to deploy applications and create application environments on Google Cloud. Developers, systems operations professionals, and solution architects getting started with Google Cloud. Executives and business decision makers evaluating the potential of Google Cloud to address their business needs. Overview Identify the purpose and value of Google Cloud products and services. Interact with Google Cloud services. Describe ways in which customers have used Google Cloud. Choose among and use application deployment environments on Google Cloud: App Engine, Google Kubernetes Engine, and Compute Engine. Choose among and use Google Cloud storage options: Cloud Storage, Cloud SQL, Cloud Bigtable, and Firestore. Make basic use of BigQuery, Google's managed data warehouse for analytics. This course uses lectures, demos, and hands-on labs to give you an overview of Google Cloud products and services so that you can learn the value of Google Cloud and how to incorporate cloud-based solutions into your business strategies. Introducing Google Cloud Platform Explain the advantages of Google Cloud Platform. Define the components of Google's network infrastructure, including: Points of presence, data centers, regions, and zones. Understand the difference between Infrastructure-as-a-Service (IaaS) and Platform-as-a-Service (PaaS). Getting Started with Google Cloud Platform Identify the purpose of projects on Google Cloud Platform. Understand the purpose of and use cases for Identity and Access Management. List the methods of interacting with Google Cloud Platform. Lab: Getting Started with Google Cloud Platform. Google Compute Engine and Networking Identify the purpose of and use cases for Google Compute Engine. Understand the basics of networking in Google Cloud Platform. Lab: Deploying Applications Using Google Compute Engine. Google Cloud Platform Storage Options Understand the purpose of and use cases for: Google Cloud Storage, Google Cloud SQL, and Google Cloud Bigtable. Learn how to choose between the various storage options on Google Cloud Platform. Lab: Integrating Applications with Google Cloud Storage. Google Container Engine Define the concept of a container and identify uses for containers. Identify the purpose of and use cases for Google Container Engine and Kubernetes. Introduction to Hybrid and Multi-Cloud computing (Anthos). Lab: Deploying Applications Using Google Container Engine. Google App Engine and Google Cloud Datastore Understand the purpose of and use cases for Google App Engine and Google Cloud Datastore. Contrast the App Engine Standard environment with the App Engine Flexible environment. Understand the purpose of and use cases for Google Cloud Endpoints. Lab: Deploying Applications Using App Engine and Cloud Datastore. Deployment and Monitoring Understand the purpose of template-based creation and management of resources. Understand the purpose of integrated monitoring, alerting, and debugging. Lab: Getting Started with Stackdriver and Deployment Manager. Big Data and Machine Learning Understand the purpose of and use cases for the products and services in the Google Cloud big data and machine learning platforms. Lab: Getting Started with BigQuery. Summary and Review Summary and Review. What's Next?.

Duration 2 Days 12 CPD hours This course is intended for Built for experienced IT Professionals familiar with Citrix Virtual Apps and Desktops 7 in an on-premises environment or Citrix Cloud looking to expand their Citrix Virtual Apps and Desktops skills to an advanced level. Potential students include administrators or engineers responsible for the Citrix Apps and Desktop 7 Site. Overview After completing this course you should be able to: Configure Workspace Environment Management to improve the end user environment and virtual resource consumption Implement App Layering skills, for example how to create and administer OS, platform, application, elastic and user layers Migrate to Workspace Environment Management Students will learn to build and combine App Layers to optimize management of your app and desktop images and to implement Workspace Environment Management to improve log-on times, centralize user settings management, and optimize the performance of machines. Students will leave this course with a good understanding of how to manage more complex solutions and features in their Citrix Virtual Apps and Desktop 7 site. Introduction to App Layering App Layering Introduction Architecture and How it Works The OS Layer Creating an OS Layer The Platform Layer Creating a Platform Layer The App Layers Creating App Layers Creating Elastic App and User Layers Elastic App Layering User Layers Deploying a Layered Image using Citrix Virtual Apps and Desktops Using Templates in App Layering Using Layered Images in a Citrix Virtual Apps and Desktops Site Exploring Layer Priority Layer Priority Maintaining an App Layering Environment Updating Layers Maintaining and Updating the App Layering Environment Common App Layering Considerations and Additional Resources Introduction to Workspace Environment Management (WEM) Workspace Environment Management (WEM) Introduction WEM Administration Using WEM to Centralize Environment Management Managing User Resources with WEM Managing Profiles with WEM Managing Endpoints with the WEM Transformer Feature Using WEM for Performance Optimizing Machine Performance with WEM Optimizing User Experience with WEM Using WEM to Secure Environments WEM Security Features Migrating and Upgrading WEM Migrating to WEM Upgrading a WEM Deployment WEM Multi-Location Considerations Additional course details: Nexus Humans CWS-314 Citrix App Layering and WEM Administration 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-314 Citrix App Layering and WEM Administration 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.

Course Duration: Half-day or full-day session (with options for virtual delivery or multi-part series) Target Audience: People leaders, team members, HR professionals, and employees at all levels who want to foster a mindset of continuous improvement, learning, and innovation within their team or organisation. Course Objectives By the end of this course, participants will be able to: Understand what a growth mindset is and how it contrasts with a fixed mindset. Recognise the impact of mindset on learning, collaboration, leadership, and performance. Identify individual and team mindset behaviours. Apply strategies to shift thinking and encourage a culture of experimentation, feedback, and perseverance. Create an action plan to promote growth mindset behaviours in their workplace. Course Outline Module 1: Understanding Growth Mindset What is a growth mindset? (Based on Carol Dweck’s research) Growth vs fixed mindset: beliefs, language, and behaviours How mindsets impact learning, feedback, risk-taking, and innovation Common myths and misconceptions about growth mindset Module 2: The Neuroscience of Change and Learning How the brain learns and rewires through effort and repetition The science behind resilience, motivation, and behaviour change Reframing failure as feedback Why psychological safety is critical for learning cultures Module 3: Identifying Mindsets at Work Recognising fixed mindset triggers (e.g., fear of failure, comparison, perfectionism) Team culture audit: are we reinforcing learning or performance-only behaviours? Case studies: organisations that built growth cultures Self-reflection: where do I show fixed vs growth mindset? Module 4: Cultivating Growth Mindset Behaviours Shifting language: praise effort, strategy, and persistence—not just results Giving and receiving feedback to promote learning Normalising experimentation and learning from setbacks Encouraging reflective practice and continuous improvement Module 5: Leadership and Culture Shaping The leader’s role in modelling a growth mindset Embedding growth mindset into performance conversations, goal setting, and team rituals Aligning rewards, recognition, and development frameworks Avoiding the "false growth mindset" trap Module 6: Building a Growth Mindset Action Plan Identify 3 key mindset-shifting strategies for your team or organisation Personal mindset goal: what will you shift in your daily language or habits? Commit to culture practices: team experiments, learning debriefs, celebration of effort Optional: accountability partner and 30-day mindset challenge Delivery Style Interactive workshop format Storytelling, real-world examples, and reflection Pair and group discussions, case scenarios, and mindset mapping Tools and templates to apply immediately in the workplace Course Materials Provided Growth Mindset Field Guide Growth vs Fixed Mindset Behaviour Grid Conversation prompts and feedback scripts Personal Mindset Reflection and Tracker 30-Day Growth Culture Challenge Template Optional Add-ons Pre-course mindset diagnostic or self-assessment Leader/Manager booster session on modelling growth mindset Follow-up team challenge or learning sprint Integration with performance management or onboarding programs

Course Duration: Full-day program (or two half-day modules), with options for virtual delivery or leadership retreats Target Audience: Mid to senior-level leaders, team managers, project leads, or high-potential employees who are responsible for leading through disruption, complexity, or organisational transformation. Course Objectives By the end of this course, participants will be able to: Understand the principles of adaptive leadership and why it's essential in unpredictable environments. Recognise the difference between technical and adaptive challenges. Build the mindset and behaviours needed to lead with resilience and flexibility. Engage and empower teams in the face of uncertainty and resistance. Apply practical tools to lead through change, conflict, and complexity. Course Outline Module 1: Understanding Adaptive Leadership What is adaptive leadership? Origins (Harvard Kennedy School, Ronald Heifetz model) How adaptive leadership differs from traditional leadership The link between complexity, uncertainty, and the need for adaptability Module 2: The Nature of Change and Challenge Technical vs adaptive challenges Why some problems can’t be solved with expertise alone Common leadership traps during crisis or disruption Adaptive work: reframing problems and shifting mindsets Module 3: The Core Principles of Adaptive Leadership Get on the balcony – seeing the bigger picture Regulate distress – maintaining productive tension Maintain disciplined attention – keeping teams focused Give the work back – empowering others to lead Protect voices of leadership from below – enabling diverse input Module 4: Leading Yourself Through Uncertainty Developing personal resilience and emotional agility Navigating ambiguity, setbacks, and pressure Identifying your leadership default style under stress Reflection: What kind of leader does your team need now? Module 5: Engaging Others in Times of Uncertainty Building trust and psychological safety during turbulence Managing resistance to change with curiosity and empathy Tools for courageous conversations and adaptive dialogue Creating shared purpose and distributed leadership in teams Module 6: Adaptive Tools and Techniques Scenario planning and sensemaking Stakeholder mapping in dynamic environments Using inquiry over advocacy Holding space for experimentation and learning Leading with both confidence and humility Module 7: Action Planning and Application Identify one adaptive challenge in your role/team Map your adaptive leadership response Peer coaching conversations Build a 30-day Adaptive Leadership Plan Delivery Style Workshop-style, highly interactive Case studies, breakout discussions, and guided self-reflection Scenario-based practice and small group exercises Option to include pre-work, post-session coaching or check-ins Course Materials Provided Adaptive Leadership workbook Reflection tools and leader self-assessment Conversation guide for adaptive challenges Change resistance diagnostic Personal Leadership Development Plan template Optional Add-ons Executive coaching package 360 feedback or team diagnostic on adaptive capacity Integration with change management or innovation programs Customisation for specific industries (e.g., public sector, healthcare, education, finance)

Course Duration: 2 days (or modular format over 3–4 half-day sessions) Target Audience: New or aspiring trainers, facilitators, team leads, or subject-matter experts who deliver training or knowledge-sharing sessions. Course Objectives By the end of this course, participants will be able to: Understand the principles of adult learning and training design. Confidently plan and structure engaging training sessions. Deliver content clearly using effective facilitation techniques. Manage group dynamics and encourage learner participation. Evaluate training effectiveness and improve performance. Course Outline Day 1: Designing Training for Adult Learners Module 1: Understanding the Trainer’s Role Role and responsibilities of an effective trainer Differences between training, presenting, and facilitating Characteristics of great trainers Module 2: Adult Learning Principles How adults learn: motivation, barriers, and learning preferences Learning styles and engagement strategies Applying adult learning theory to real training contexts Module 3: Training Needs Analysis Identifying learning needs and performance gaps Defining clear learning objectives Aligning training outcomes with organisational goals Module 4: Structuring a Training Session Designing training using ADDIE or the 4MAT model Creating session plans and timelines Balancing content delivery with interaction Day 2: Delivering and Evaluating Engaging Training Module 5: Facilitation Skills and Training Delivery Verbal and non-verbal communication Creating a safe and inclusive learning environment Encouraging participation and managing learner resistance Techniques for in-person and online delivery Module 6: Using Training Tools and Technology Using visuals and presentation aids effectively Incorporating activities, case studies, and role plays Facilitating discussions, group work, and Q&A Tips for hybrid and online delivery (Zoom, Teams, etc.) Module 7: Handling Group Dynamics and Challenges Managing difficult participants or situations Reading the room and adjusting on the fly Building confidence as a trainer Module 8: Evaluating Training Effectiveness Gathering and using learner feedback (Kirkpatrick Model) Self-reflection and peer observation Continual improvement of training materials and delivery Delivery Style Practical, hands-on workshops with active participation Peer feedback, group work, and presentation practice Real-time coaching and confidence building Assessment and Certification (Optional) Mini training delivery by each participant with peer and trainer feedback Completion of a training session plan Certificate of completion (customisable to organisation) Course Materials Provided Participant workbook and templates Sample training session plans and evaluation forms Trainer’s checklist and facilitation guide Resource list for further development

Duration 1 Days 6 CPD hours This course is intended for This course is intended for: Data platform engineers Solutions architects IT professionals Overview In this course, you will learn to: Apply data lake methodologies in planning and designing a data lake Articulate the components and services required for building an AWS data lake Secure a data lake with appropriate permission Ingest, store, and transform data in a data lake Query, analyze, and visualize data within a data lake In this course, you will learn how to build an operational data lake that supports analysis of both structured and unstructured data. You will learn the components and functionality of the services involved in creating a data lake. You will use AWS Lake Formation to build a data lake, AWS Glue to build a data catalog, and Amazon Athena to analyze data. The course lectures and labs further your learning with the exploration of several common data lake architectures. Module 1: Introduction to data lakes Describe the value of data lakes Compare data lakes and data warehouses Describe the components of a data lake Recognize common architectures built on data lakes Module 2: Data ingestion, cataloging, and preparation Describe the relationship between data lake storage and data ingestion Describe AWS Glue crawlers and how they are used to create a data catalog Identify data formatting, partitioning, and compression for efficient storage and query Lab 1: Set up a simple data lake Module 3: Data processing and analytics Recognize how data processing applies to a data lake Use AWS Glue to process data within a data lake Describe how to use Amazon Athena to analyze data in a data lake Module 4: Building a data lake with AWS Lake Formation Describe the features and benefits of AWS Lake Formation Use AWS Lake Formation to create a data lake Understand the AWS Lake Formation security model Lab 2: Build a data lake using AWS Lake Formation Module 5: Additional Lake Formation configurations Automate AWS Lake Formation using blueprints and workflows Apply security and access controls to AWS Lake Formation Match records with AWS Lake Formation FindMatches Visualize data with Amazon QuickSight Lab 3: Automate data lake creation using AWS Lake Formation blueprints Lab 4: Data visualization using Amazon QuickSight Module 6: Architecture and course review Post course knowledge check Architecture review Course review Additional course details: Nexus Humans Building Data Lakes on AWS 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 Data Lakes on AWS 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.