1859 Concept courses in Liverpool delivered Live Online

Portfolio Management Skills: In-House Training The main purpose of this workshop is to equip and enable people in a portfolio management office and PMO to effectively and efficiently support the Executive Leadership and Operational Management to plan, implement, manage, and evolve portfolio management in their organization. There is a deliberate focus on preparing you to become a strong and effective change advocate for meaningful portfolio management that delivers objective measurements of benefit contribution towards the strategic objectives to lead, manage, and continuously improve portfolio management governance, processes, and frameworks with and through the direction of a portfolio practice, principles, and delivery boards. What you Will Learn At the end of this program, you will be able to: Articulate the benefits of portfolio management Link the initiatives in an organization with its strategic objectives Participate in the introduction of portfolio management in an organization Create or improve the portfolio governance structure Lead the inventory of ongoing and new initiatives Assist the executives in the prioritization of initiatives through the use of Multi-criteria Analysis and other selection tools Support the executives in balancing the portfolio based on the optimal use of resources and priorities Create a portfolio delivery plan Define thresholds and variance reporting criteria Assist the executives and the financial team in the definition of Stage Gate Funding Lead the Stage Gate reviews Analyze the benefits that are being realized by the initiatives Foundation Concepts Definitions Benefits of Portfolio Management Objectives of Portfolio Management Portfolio Life Cycles Governing the Portfolio Portfolio Governance structure Roles and responsibilities Initial activities when starting portfolio management Prioritizing Initiatives Prioritize purpose Multi-Criteria Analysis Analytical Hierarchy Process (AHP) Strategic alignment Balancing the Portfolio Allocating resources and budgets Communicating decisions of initiatives status Planning the Portfolio Planning review cycles Using Stage Gate Funding Setting thresholds and variance reporting Tool examples Managing the Portfolio Delivery Project and Program Life Cycles Stage Gate Reviews Loop back to Prioritize, Balance and Plan Interaction with the Portfolio Delivery Board Project, Program and Functional Managers' roles and responsibilities

Business Process Modeling: In-House Training This course is part of IIL's Business Analysis Certificate Program (BACP), a program designed to help prepare individuals pass the IIBA® Certification exam to become a Certified Business Analysis Professional (CBAP®). Learn more at www.iil.com/bacp A process model is a description of a process in terms of its steps or actions, the data flowing between them and participants in the process, machines, systems, and organizations involved. Modeling is a critical business analysis skill. It applies graphical and text communication techniques to describe the actions, objects, and relationships acted upon in the process and the steps that act upon them. This course teaches the technique of process modeling and ties together the core methods of process, behavior, and data modeling to enable business analysts to fully describe business processes in levels of detail from multiple perspectives. What you will Learn Upon completion, participants will be able to: Identify business processes and their components Work with UML diagrams Use process modeling in business diagramming Diagram and model business processes Foundation Concepts The role of the business analyst The IIBA® BABOK® Knowledge Areas Business Process Modeling (BPM) and the business analyst A practical approach to business process modeling The Context for Modeling Business Processes Overview of context for business process modeling Analyzing stakeholder information Modeling best practices Critical inputs for BPM: Business Rules Critical inputs for BPM: Context Diagrams Data Models Overview of data modeling Entity relationship diagrams Object-oriented approach Class diagrams Other data models Process Models - Part I (Non-UML) Overview of process modeling Data flow diagrams Workflow diagrams Flowcharts Process Models - Part II (UML) Overview of UML Process Models UML Activity Diagrams UML Sequence Diagrams Usage Models - Part I (Non-UML) Overview of usage modeling Prototyping options Static prototyping and storyboards Dynamic prototyping User Interface Design and user stories Usage Models - Part II (UML Use Cases) Overview of Use Cases Use Case diagrams Use Case descriptions Use Cases and the product life cycle Integrating the Models Overview of integrating the models General analysis best practices Specific analysis techniques summary Best practices for transition to design Summary and Next Steps What did we learn and how can we implement this in our work environments?

Duration 1 Days 6 CPD hours This course is intended for This course is suitable for IT personnel who are just beginning to work with Azure. This audience wants to learn about our offerings and get hands-on experience with the product. This course primarily uses the Azure portal and command line interface to create resources and does not require scripting skills. Students in this course will gain confidence to take other role-based courses and certifications, such as Azure Administrator. This course combines lecture, demonstrations, and hands-on labs. This course will also help prepare someone for the AZ-900 exam. This course will provide foundational level knowledge on cloud concepts; core Azure services; and Azure management and governance features and tools. Prerequisites There are no prerequisites for taking this course. Familiarity with cloud computing is helpful, but isn't necessary. 1 - Describe cloud computing What is cloud computing Describe the shared responsibility model Define cloud models Describe the consumption-based model 2 - Describe the benefits of using cloud services Describe the benefits of high availability and scalability in the cloud Describe the benefits of reliability and predictability in the cloud Describe the benefits of security and governance in the cloud Describe the benefits of manageability in the cloud 3 - Describe cloud service types Describe Infrastructure as a Service Describe Platform as a Service Describe Software as a Service 4 - Describe the core architectural components of Azure What is Microsoft Azure Get started with Azure accounts Describe Azure physical infrastructure Describe Azure management infrastructure 5 - Describe Azure compute and networking services Describe Azure Virtual Machines Describe Azure Virtual Desktop Describe Azure Containers Describe Azure Functions Describe application hosting options Describe Azure Virtual Networking Describe Azure Virtual Private Networks Describe Azure ExpressRoute Describe Azure DNS 6 - Describe Azure storage services Describe Azure storage accounts Describe Azure storage redundancy Describe Azure storage services Identify Azure data migration options Identify Azure file movement options 7 - Describe Azure identity, access, and security Describe Azure directory services Describe Azure authentication methods Describe Azure external identities Describe Azure conditional access Describe Azure role-based access control Describe zero trust model Describe defense-in-depth Describe Microsoft Defender for Cloud 8 - Describe cost management in Azure Describe factors that can affect costs in Azure Compare the Pricing and Total Cost of Ownership calculators Describe the Microsoft Cost Management tool Describe the purpose of tags 9 - Describe features and tools in Azure for governance and compliance Describe the purpose of Microsoft Purview Describe the purpose of Azure Policy Describe the purpose of resource locks Describe the purpose of the Service Trust portal 10 - Describe features and tools for managing and deploying Azure resources Describe tools for interacting with Azure Describe the purpose of Azure Arc Describe Azure Resource Manager and Azure ARM templates 11 - Describe monitoring tools in Azure Describe the purpose of Azure Advisor Describe Azure Service Health Describe Azure Monitor Additional course details: Nexus Humans AZ-900T00 Microsoft Azure Fundamentals 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 AZ-900T00 Microsoft Azure Fundamentals 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.

Facilitation Skills for Business Analysts: In-House Training This course is part of IIL's Business Analysis Certificate Program (BACP), a program designed to help prepare individuals pass the IIBA® Certification exam to become a Certified Business Analysis Professional (CBAP™). Business analysts are communicators who bridge the gap between people with business needs and knowledge and the people who will provide solutions. Business analysts are continuously involved in communications with stakeholders and developers as they create the solution to business problems. They participate in information-gathering sessions including interviewing, joint requirements definition, and Joint Application Design (JAD) workshops which are used to streamline information gathering and get immediate validation from user representatives. The business analyst is also involved with negotiating the solution with the stakeholders, upper-level management, and the developers, mediating among the groups when disagreements take place, and influencing the results of decisions during the solution cycle. This course teaches the methods needed to organize and run information-gathering events. It combines the basics of graphic decision making and modeling with facilitation, communication, and meeting management skills. What you will Learn At the end of this program, you will be able to: Identify the major touch points between key BABOK® Guide knowledge areas and business analysis communication Describe the facilitation skills that are most supportive of those intersections Improve your ability to apply these skills in the context of your business analyst functions Foundation Concepts The role of the Business analyst (BA) An Introduction to the BABOK® Guide Business analyst roles and the product / project life cycle (PLC) Facilitation skills for the business analyst The BABOK® Guide and Communication An introduction to the communication process Addressing basic communications challenges Planning business analysis communication Communication and BABOK® Guide tasks Targeted Elicitation Techniques Synergy between communication and targeted elicitation techniques Preparing for elicitation Cornerstone targeted technique: interviews Other targeted elicitation techniques Related general communication skills Group Elicitation Techniques Synergy between requirements communication and group elicitation techniques Cornerstone group elicitation technique - requirements workshops Other group elicitation techniques Related general communication skills - meeting management best practices Related general communication skills - facilitating best practices Process / Model-Based Elicitation Techniques Synergy between requirements communication and process / model-based elicitation techniques Process / model-based elicitation techniques Related interpersonal skills - problem solving and decision making Investigative Elicitation Techniques Synergy between requirements communication and investigative elicitation techniques Cornerstone investigative elicitation technique - document analysis Other investigative elicitation techniques Summary of elicitation techniques by usage in the requirements process Using Presentations, Structured Walkthroughs, and Influencing Structured walkthroughs, presentations, and influencing within BABOK® Guide tasks Cornerstone technique - structured walkthroughs General communication skill - presenting Related interpersonal skill - influencing Special Facilitation Skills - Negotiating and Mediating Negotiating Mediating

Microsoft Project Orange Belt® 2016: In-House Training This workshop gives participants a full insight into creating effective schedules using Microsoft® Project 2016, allowing you to estimate, coordinate, budget, staff, and control projects and support other users. This workshop gives participants a full insight into creating effective schedules using Microsoft® Project 2016, allowing you to estimate, coordinate, budget, staff, and control projects and support other users. This workshop provides the eBook Dynamic Scheduling with Microsoft® Project 2013, and is kept up to date with the framework of knowledge outlined by the Project Management Institute's PMBOK® Guide and the Practice Standard for Scheduling. What you Will Learn You'll learn how to: Understand what's new in Project 2016 Explain where Project 2016 fits in the Microsoft® EPM solution Initialize Project 2016 to start project planning Create a well-formed project schedule Understand task types and the schedule formula Assign resources and costs to tasks Analyze resource utilization and optimize the schedule Set a baseline and track progress Create and manage project reports Customize views and fields Apply Earned Value Management Understand the basics of managing multiple projects Getting Started Introductions Course structure Course goals and objectives Concepts of Project Management Getting Started with Project 2016 Project 2016: What's New and General Overview Setting Up a New Project Schedule (templates, options, save, etc.) Setting the Project Calendar Entering Tasks The planning processes Importing tasks (Word, Excel, SharePoint) Synchronizing with SharePoint Tasks List Creating and managing the WBS (include tasks, manually scheduled tasks, summary tasks, milestones, and custom WBS coding) Entering Estimates Tendencies in estimating The rolling wave approach Entering duration and work estimates Types of tasks Entering Dependencies The principle of dynamic scheduling Choosing the right Type of dependency Entering dependencies in Project 2016 Different applications of dependencies Entering Deadlines, Constraints, and Task Calendars Use of deadlines and constraints Entering deadlines and constraints in Project 2016 Entering Resources and Costs Types of resources Entering resources in Project 2016 Calendars and resources Entering costs in Project 2016 Entering Assignments Assignments in a schedule Assignments and task types Entering assignments in Project 2016 Assignments, budgets, and costs Optimizing the Schedule The critical path method (CPM) and the resource critical path (RCP) Resource leveling Optimizing time, cost, and resources in Project 2016 Updating the Schedule The baseline Updating strategies and situations Prepare the status and forecast report in Project 2016 Reporting Using reports Using Visual Reports Formatting and printing in Project 2016 Customizing fields in Project 2016 Earned Value Management (EVM) Overview of EVM Applying EVM with Project 2016 Evaluating the Project Evaluating the project performance Project benefits and results Templates for future projects Summary and Next steps Tools and checklist Best practices checklist Certification options

Microsoft Project Orange Belt® 2013: In-House Training This workshop gives participants a full insight into creating effective schedules using Microsoft® Project 2013, allowing you to estimate, coordinate, budget, staff, and control projects and support other users. This workshop gives participants a full insight into creating effective schedules using Microsoft® Project 2013, allowing you to estimate, coordinate, budget, staff, and control projects and support other users. This workshop provides the eBook Dynamic Scheduling with Microsoft® Project 2013, and is kept up to date with the framework of knowledge outlined by the Project Management Institute's PMBOK® Guide and the Practice Standard for Scheduling. What you Will Learn You'll learn how to: Understand what's new in Project 2013 Explain where Project 2013 fits in the Microsoft® EPM solution Initialize Project 2013 to start project planning Create a well-formed project schedule Understand task types and the schedule formula Assign resources and costs to tasks Analyze resource utilization and optimize the schedule Set a baseline and track progress Create and manage project reports Customize views and fields Apply Earned Value Management Understand the basics of managing multiple projects Getting Started Introductions Course structure Course goals and objectives Enterprise Project Management Concepts and Framework Getting Started with Project 2013 Project 2013: What's New and General Overview Setting Up a New Project Schedule (templates, options, save, etc.) Setting the Project Calendar Entering Tasks The Planning Processes Importing Tasks (Word, Excel, SharePoint) Synchronizing with SharePoint Tasks List Creating and managing the WBS (include tasks, manually scheduled tasks, summary tasks and milestones, as well as custom WBS coding) Entering Estimates Tendencies in Estimating The Rolling Wave Approach Entering Duration and Work Estimates Types of Tasks Entering Dependencies The Principle of Dynamic Scheduling Choosing the Right Type of Dependency Entering Dependencies in Project 2013 Different Applications of Dependencies Entering Deadlines, Constraints, and Task Calendars Use of Deadlines and Constraints Entering Deadlines and Constraints in Project 2013 Entering Resources and Costs Types of Resources Entering Resources in Project 2013 Calendars and Resources Entering Costs in Project 2013 Entering Assignments Assignments in a Schedule Assignments and Task Types Entering Assignments in Project 2013 Assignments, Budgets, and Costs Optimizing the Schedule The Critical Path Method and the Resource Critical Path Resource Leveling Optimizing Time, Cost, and Resources in Project 2013 Updating the Schedule The Baseline Updating Strategies and Situations Prepare the Status and Forecast Report in Project 2013 Reporting Using Reports Using Visual Reports Formatting and Printing in Project 2013 Customizing Fields in Project 2013 Earned Value Management (EVM) Overview of EVM Applying EVM with Project 2013 Evaluating the Project Evaluating the Project Performance Project Benefits and Results Templates for Future Projects Summary Tools and Checklist Best Practices Checklist Consolidated Schedules Creating Consolidated Schedules Using a Resource Pool Links across Projects Solving common problems Analyzing the Critical Path across Projects

PMI-ACP® Exam Prep: In-House Training This course builds on the candidates' practical experience of Agile in the workplace to equip them with the broad range of knowledge and skills required for the PMI® Agile Certification exam. It will follow the PMI® requirements and reference the suggested reading list, including the Agile Practice Guide, but will not be limited to those areas. Within the profession and discipline of project management, Agile continues to develop as a significant and important aspect of bringing change to an organization. Where the products of change must be delivered to the business 'on time,' Agile is often the chosen methodology. In addition to equipping candidates for the PMI® Agile Certification examination, this course will also support candidates in taking a more informed and effective role in Agile projects. It will also enable them to take a significant role in encouraging and enabling the organization to become or develop as an Agile environment. What you will Learn You will learn how to: Appreciate the wider aspects of Agile project management tools and techniques Integrate various disciplines within Agile Tailor / customize Agile to suit the needs of different projects Prepare yourself for the PMI® Agile Certification examination Getting Started Introductions Agenda Expectations Foundation Concepts Defining 'Traditional' Project Management Project management parameters The 'traditional' approach to the parameters Strengths and weaknesses of the traditional approach Defining 'Agile' Project Management Project management parameters revisited The 'agile' approach to the parameters Strengths and weaknesses of agile Managing projects with traditional and agile methods Can the two approaches co-exist? Leveraging the benefits of both methods Options for using both methods on a project Avoiding the elephant traps Key aspects of the PMI® Agile Certified Practitioner (PMI-ACP)® Handbook Overview Eligibility requirements Exam information Exam Blueprint Continuing certification requirements Key aspects of the PMI Agile Certification Examination Content Outline Introduction Agile exam content outline Tools and techniques Knowledge and skills Domains and tasks (not examined) An Introduction to Agile and Implementing Agile Definable work vs. high-uncertainty work Project factors that influence tailoring The Agile Manifesto and 12 Principles Agile mindset Agile domains and tasks Agile Tools and Techniques Related to PM 'Hard Skills' Planning, monitoring, and adapting The need for planning, monitoring, and adapting The Agile approach to planning and plans The Agile planning tools and techniques The Agile monitoring tools and techniques The Agile approach to adapting Product quality A definition of 'product quality' Setting the standard for product quality Agile tools and techniques for achieving product quality Risk management A definition of 'risk' What is 'at risk'? The acceptability of risks The Agile tools and techniques for managing risks Agile Tools and Techniques Related to PM 'Soft Skills' The difference between PM 'hard and soft' skills Communications The importance of communications Forms of agile communications Communications within the project Communications from the project Communications to the project Making communications the cultural norm Interpersonal Skills Defining and understanding management Defining and understanding leadership Defining and understanding servant leadership Delegating vs. empowering Playing to people's strengths Overcoming the roadblocks Core Agile Tools and Techniques The philosophy of core Agile tools and techniques Agile estimation Will traditional forms of estimating work for agile? The relationship between estimating and guessing The relationship between estimating and sizing The where, who, and how of agile estimating Agile analysis and design Product analysis and design from a user point of view Product analysis and design from a supplier point of view Product analysis and design from an agile project point of view Value-Based Agile Tools and Techniques The role of value-based tools and techniques in bridging traditional PM with Agile Value-based prioritization Value-based prioritization and agile projects Investment appraisal methods Regulatory driven Customer driven Ranking methods (MMF, MoSCoW) Metrics What should we measure / track? Methods of measuring / tracking Adding value with metrics Process Improvement Value-stream analysis Value-stream mapping Agile Knowledge and Skills Context of Agile Knowledge and Skills vis-à-vis Agile Tools and Techniques Agile Knowledge and Skills Process focused People focused Product focused Project focused Exam Preparation and Course Closure The application process - where are you now? The 'Exam-Focused Journal' - what you still have to do Further preparation - self-study schedule Exam topic review Practice exam Practice exam debrief Course closure

Why Learn Revit V-Ray 3ds Max Visualization Training Course? Revit is perfect for architecture, and 3ds Max, with V-Ray rendering, offers super results. Autodesk Revit Interoperability integrates Revit and 3ds Max seamlessly, combining metadata, materials, and lighting. Architects and designers using 3ds Max tools for architectural designs. Check our Website Booking: 1-on-1 Duration: You can split these 40 hours over as many days, Mon to Sat between 9 am to 7 pm, or call 02077202581 to book In-person or Live Online Module 1: Revit Fundamentals (16 hours) Introduction to Revit: Acquaint yourself with Revit's essential concepts and tools. Interface and Workspace: Navigate Revit's interface and workspace seamlessly. Building Information Modeling (BIM) Workflow: Grasp the fundamental BIM workflow principles for effective modeling. Basic Building Model Creation: Learn to craft a foundational building model using Revit. Basic Modeling Techniques: Master elements like walls, doors, windows, floors, roofs, stairs, and railings. Advanced Revit Modeling: Dive into advanced topics, including family creation and working with intricate geometries. Annotation and Documentation: Enhance your projects with text, dimensions, schedules, and efficient printing/exporting methods. Module 2: 3ds Max Mastery (16 hours) Introduction to 3ds Max: Familiarize yourself with the core aspects and interface of 3ds Max. 3D Modeling Workflow: Understand the intricacies of creating basic 3D models in 3ds Max. Basic 3D Modeling Techniques: Work with primitive shapes, splines, and create complex 3D models. Materials and Textures: Explore the material editor, apply materials, and craft realistic textures. Lighting and Cameras: Learn to illuminate scenes, utilize the daylight system, and optimize camera angles. Module 3: V-Ray Rendering Proficiency (8 hours) Introduction to V-Ray: Grasp the fundamentals of V-Ray, including its interface and workflow. V-Ray Materials and Textures: Understand the intricacies of V-Ray materials and textures for lifelike renderings. Basic Rendering Techniques: Dive into essential rendering techniques, including lighting adjustments and global illumination. Advanced Rendering Methods: Explore advanced techniques to elevate the quality of your renders. Gain expertise in Revit, 3ds Max, and V-Ray through our comprehensive training, mastering the core concepts and advanced techniques necessary for stunning architectural visualizations.   Upon completing the course, you will: Master Architectural Modeling: Proficiently create intricate architectural models using Revit and 3ds Max. Visualize Realistically: Utilize advanced rendering techniques in V-Ray for lifelike visualizations with realistic lighting and materials. Efficient Documentation: Learn annotation and documentation skills for clear and effective project communication. Enhance Collaboration: Understand file interoperability for seamless collaboration with diverse software platforms. Build a Professional Portfolio: Create a diverse portfolio showcasing your skills in architectural visualization. Career Opportunities: Upon completion, you can pursue roles such as: Architectural Visualizer 3D Modeler Render Artist BIM Specialist Freelancer/Consultant Architectural Technician Visualization Trainer Mastering these tools opens doors to versatile career opportunities in architectural visualization. Download Revit Download 3ds max Download Vray Revit and 3dsMax V-Ray Visualization Training: Master architectural visualization with our intensive course blending Revit, 3dsMax, and V-Ray. Dive into modeling, materials, lighting, and rendering for photorealistic results. Course Highlights: Comprehensive Learning: Cover fundamental and advanced techniques in Revit and 3dsMax, enhancing your visualization skills. V-Ray Expertise: Explore advanced V-Ray rendering techniques, from global illumination to realistic material creation. Real-World Projects: Work on industry-relevant projects, building a portfolio of professional-grade visualizations. Flexible Learning: Choose in-person or live online sessions for interactive instruction and engaging discussions. Lesson Recordings: Access session recordings to review concepts, reinforcing your learning at your own pace. Lifetime Support: Enjoy lifetime email support for ongoing guidance from experienced instructors, ensuring your success beyond the course. Enroll now to transform your architectural designs into captivating visualizations, impressing clients with your skills and creativity. Join our training for a comprehensive learning experience, enhancing your expertise in Revit, 3dsMax, and V-Ray. Revit | 3ds max | V-Ray Course Benefits: Comprehensive Skill Set: Master Revit, 3dsMax, and V-Ray for exceptional architectural visualization, from basic modeling to advanced rendering. Realistic Rendering: Harness V-Ray's capabilities for lifelike visuals, covering global illumination, materials, and textures. Practical Experience: Work on industry-relevant projects, building a professional portfolio with hands-on exercises. Flexible Learning: Choose in-person or live online sessions for interactive instruction and discussion, tailored to your preferences. Review Resources: Access recorded class sessions to reinforce your knowledge and skills at your convenience. Lifetime Support: Enjoy lifetime email support from experienced instructors, ensuring ongoing guidance for your projects.

Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with solid Python skills who wish to learn and use basic machine learning algorithms and concepts Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Topics Covered: This is a high-level list of topics covered in this course. Please see the detailed Agenda below Getting Started & Optional Python Quick Refresher Statistics and Probability Refresher and Python Practice Probability Density Function; Probability Mass Function; Naive Bayes Predictive Models Machine Learning with Python Recommender Systems KNN and PCA Reinforcement Learning Dealing with Real-World Data Experimental Design / ML in the Real World Time Permitting: Deep Learning and Neural Networks Machine Learning Essentials with Python is a foundation-level, three-day hands-on course that teaches students core skills and concepts in modern machine learning practices. This course is geared for attendees experienced with Python, but new to machine learning, who need introductory level coverage of these topics, rather than a deep dive of the math and statistics behind Machine Learning. Students will learn basic algorithms from scratch. For each machine learning concept, students will first learn about and discuss the foundations, its applicability and limitations, and then explore the implementation and use, reviewing and working with specific use casesWorking in a hands-on learning environment, led by our Machine Learning expert instructor, students will learn about and explore:Popular machine learning algorithms, their applicability and limitationsPractical application of these methods in a machine learning environmentPractical use cases and limitations of algorithms Getting Started Installation: Getting Started and Overview LINUX jump start: Installing and Using Anaconda & Course Materials (or reference the default container) Python Refresher Introducing the Pandas, NumPy and Scikit-Learn Library Statistics and Probability Refresher and Python Practice Types of Data Mean, Median, Mode Using mean, median, and mode in Python Variation and Standard Deviation Probability Density Function; Probability Mass Function; Naive Bayes Common Data Distributions Percentiles and Moments A Crash Course in matplotlib Advanced Visualization with Seaborn Covariance and Correlation Conditional Probability Naive Bayes: Concepts Bayes? Theorem Naive Bayes Spam Classifier with Naive Bayes Predictive Models Linear Regression Polynomial Regression Multiple Regression, and Predicting Car Prices Logistic Regression Logistic Regression Machine Learning with Python Supervised vs. Unsupervised Learning, and Train/Test Using Train/Test to Prevent Overfitting Understanding a Confusion Matrix Measuring Classifiers (Precision, Recall, F1, AUC, ROC) K-Means Clustering K-Means: Clustering People Based on Age and Income Measuring Entropy LINUX: Installing GraphViz Decision Trees: Concepts Decision Trees: Predicting Hiring Decisions Ensemble Learning Support Vector Machines (SVM) Overview Using SVM to Cluster People using scikit-learn Recommender Systems User-Based Collaborative Filtering Item-Based Collaborative Filtering Finding Similar Movie Better Accuracy for Similar Movies Recommending movies to People Improving your recommendations KNN and PCA K-Nearest-Neighbors: Concepts Using KNN to Predict a Rating for a Movie Dimensionality Reduction; Principal Component Analysis (PCA) PCA with the Iris Data Set Reinforcement Learning Reinforcement Learning with Q-Learning and Gym Dealing with Real-World Data Bias / Variance Tradeoff K-Fold Cross-Validation Data Cleaning and Normalization Cleaning Web Log Data Normalizing Numerical Data Detecting Outliers Feature Engineering and the Curse of Dimensionality Imputation Techniques for Missing Data Handling Unbalanced Data: Oversampling, Undersampling, and SMOTE Binning, Transforming, Encoding, Scaling, and Shuffling Experimental Design / ML in the Real World Deploying Models to Real-Time Systems A/B Testing Concepts T-Tests and P-Values Hands-on With T-Tests Determining How Long to Run an Experiment A/B Test Gotchas Capstone Project Group Project & Presentation or Review Deep Learning and Neural Networks Deep Learning Prerequisites The History of Artificial Neural Networks Deep Learning in the TensorFlow Playground Deep Learning Details Introducing TensorFlow Using TensorFlow Introducing Keras Using Keras to Predict Political Affiliations Convolutional Neural Networks (CNN?s) Using CNN?s for Handwriting Recognition Recurrent Neural Networks (RNN?s) Using an RNN for Sentiment Analysis Transfer Learning Tuning Neural Networks: Learning Rate and Batch Size Hyperparameters Deep Learning Regularization with Dropout and Early Stopping The Ethics of Deep Learning Learning More about Deep Learning Additional course details: Nexus Humans Machine Learning Essentials with Python (TTML5506-P) 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 Machine Learning Essentials with Python (TTML5506-P) 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 Candidates for this exam are users who aspire to improve productivity by automating business processes, analyzing data to produce business insights, and acting more effectively by creating simple app experiences. Overview After completing this course, you will be able to: Describe Microsoft Power Platform components Describe Microsoft Dataverse and connectors Describe cross-cloud scenarios across M365, Dynamics 365, Microsoft Azure and 3rd party services Identify benefits and capabilities of Microsoft Power Platform Identify the basic functionality and business value Microsoft Power Platform components Implement simple solutions with Power Apps, Power Automate, and Power BI Learn the business value and product capabilities of Microsoft Power Platform. Create simple Power Apps, connect data with Dataverse, build a Power BI Dashboard, and automate processes with Power Automate. Module 1: Introduction to Microsoft Power Platform Identify when to use each Microsoft Power Platform component application to create business solution Learn the value of using Microsoft Power Platform to create business solutions Learn the components and features of Microsoft Power Platform Module 2: Introduction to Microsoft Dataverse Microsoft Dataverse Overview Module 3: Get Started with Power Apps Introduction to Power Apps How to build a canvas app How to build a model-driven app Module 4: Get Started with Power Automate Power Automate Overview How to Build an Automated Solution Module 5: Get Started with Power BI Power BI Overview How to Build a Simple Dashboard Module 6: Introduction to Power Virtual Agents Power Virtual Agents overview Additional course details: Nexus Humans PL-900T00 Microsoft Power Platform Fundamentals 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 PL-900T00 Microsoft Power Platform Fundamentals 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.