8911 Art courses in Formby delivered Online

Embark on a captivating journey into the world of artificial intelligence with our course, 'Machine Learning Basics.' This voyage begins with an immersive introduction, setting the stage for an exploration into the intricate and fascinating realm of machine learning. Envision yourself unlocking the mysteries of algorithms and data patterns, essential skills in today's technology-driven landscape. The course offers a comprehensive foray into the core principles of machine learning, starting from the very basics and gradually building to more complex concepts, making it an ideal path for beginners and enthusiasts alike. As you delve deeper, each section unravels a vital component of machine learning. Grasp the essentials of regression analysis, understand the role of predictors, and navigate through the functionalities of Minitab, a key tool in data analysis. Journey through the structured world of regression trees and binary logistic regression, and master the art of classification trees. The course also emphasizes the importance of data cleaning and constructing robust data models, culminating in the achievement of learning success. This course is not just an educational experience; it's a gateway to the future of data science and AI. Learning Outcomes Comprehend the basic principles and applications of machine learning. Develop proficiency in regression analysis and predictor identification. Gain practical skills in Minitab for data analysis. Understand and apply regression and classification trees. Acquire expertise in data cleaning and model creation. Why choose this Machine Learning Basics course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Machine Learning Basics course for? Novices eager to delve into machine learning. Data enthusiasts looking to enhance their analytical skills. Professionals in IT and related fields expanding their expertise. Academics and students in computer science and data studies. Career changers interested in the field of data science and AI. Career path Data Analyst - £30,000 to £55,000 Machine Learning Engineer - £40,000 to £80,000 AI Developer - £35,000 to £75,000 Business Intelligence Analyst - £32,000 to £60,000 Research Scientist (Machine Learning) - £45,000 to £85,000 Software Engineer (AI Specialization) - £38,000 to £70,000 Prerequisites This Machine Learning Basics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Machine Learning Basics was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Section 01: Introduction Introduction to Supervised Machine Learning 00:06:00 Section 02: Regression Introduction to Regression 00:13:00 Evaluating Regression Models 00:11:00 Conditions for Using Regression Models in ML versus in Classical Statistics 00:21:00 Statistically Significant Predictors 00:09:00 Regression Models Including Categorical Predictors. Additive Effects 00:20:00 Regression Models Including Categorical Predictors. Interaction Effects 00:18:00 Section 03: Predictors Multicollinearity among Predictors and its Consequences 00:21:00 Prediction for New Observation. Confidence Interval and Prediction Interval 00:06:00 Model Building. What if the Regression Equation Contains 'Wrong' Predictors? 00:13:00 Section 04: Minitab Stepwise Regression and its Use for Finding the Optimal Model in Minitab 00:13:00 Regression with Minitab. Example. Auto-mpg: Part 1 00:17:00 Regression with Minitab. Example. Auto-mpg: Part 2 00:18:00 Section 05: Regression Trees The Basic idea of Regression Trees 00:18:00 Regression Trees with Minitab. Example. Bike Sharing: Part1 00:15:00 Regression Trees with Minitab. Example. Bike Sharing: Part 2 00:10:00 Section 06: Binary Logistics Regression Introduction to Binary Logistics Regression 00:23:00 Evaluating Binary Classification Models. Goodness of Fit Metrics. ROC Curve. AUC 00:20:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 1 00:16:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 2 00:18:00 Section 07: Classification Trees Introduction to Classification Trees 00:12:00 Node Splitting Methods 1. Splitting by Misclassification Rate 00:20:00 Node Splitting Methods 2. Splitting by Gini Impurity or Entropy 00:11:00 Predicted Class for a Node 00:06:00 The Goodness of the Model - 1. Model Misclassification Cost 00:11:00 The Goodness of the Model - 2 ROC. Gain. Lit Binary Classification 00:15:00 The Goodness of the Model - 3. ROC. Gain. Lit. Multinomial Classification 00:08:00 Predefined Prior Probabilities and Input Misclassification Costs 00:11:00 Building the Tree 00:08:00 Classification Trees with Minitab. Example. Maintenance of Machines: Part 1 00:17:00 Classification Trees with Miitab. Example. Maintenance of Machines: Part 2 00:10:00 Section 08: Data Cleaning Data Cleaning: Part 1 00:16:00 Data Cleaning: Part 2 00:17:00 Creating New Features 00:12:00 Section 09: Data Models Polynomial Regression Models for Quantitative Predictor Variables 00:20:00 Interactions Regression Models for Quantitative Predictor Variables 00:15:00 Qualitative and Quantitative Predictors: Interaction Models 00:28:00 Final Models for Duration and TotalCharge: Without Validation 00:18:00 Underfitting or Overfitting: The 'Just Right Model' 00:18:00 The 'Just Right' Model for Duration 00:16:00 The 'Just Right' Model for Duration: A More Detailed Error Analysis 00:12:00 The 'Just Right' Model for TotalCharge 00:14:00 The 'Just Right' Model for ToralCharge: A More Detailed Error Analysis 00:06:00 Section 10: Learning Success Regression Trees for Duration and TotalCharge 00:18:00 Predicting Learning Success: The Problem Statement 00:07:00 Predicting Learning Success: Binary Logistic Regression Models 00:17:00 Predicting Learning Success: Classification Tree Models 00:09:00

Public Speaker course: Public Speaker Unlock Your Potential as a Powerful Public Speaker! Are you ready to master the art of public speaking? Our Public Speaking course is designed to enhance your public speaking skills, empowering you to communicate with confidence and clarity. In this dynamic Public Speaking course, you will learn essential public speaking techniques that captivate and engage your audience. Each module focuses on improving your public speaking abilities through practical exercises and expert feedback. Join our Public Speaking course today and transform your public speaking style. With interactive sessions and real-world scenarios, you’ll gain the confidence needed to excel in any public speaking situation. Don’t miss this opportunity to elevate your public speaking skills—enroll now! Main Course: Public Speaking Course Free Courses: Course 01: Communication Skills Course [ Note: Free PDF certificate as soon as completing Public Speaking: Public Speaking Course] Public Speaking: Public Speaking Course Online This Public Speaking course consist of 05 detailed modules In our Public Speaking course, you will practice public speaking techniques daily. Each lesson enhances your public speaking abilities, focusing on real-life public speaking challenges. Master the art of public speaking with tailored exercises designed to boost your public speaking confidence and refine your public speaking style for any audience. Certificate of Completion You will receive a course completion certificate for free as soon as you complete the Public Speaking: Public Speaking Course. Who is this course for? Public Speaking: Public Speaking Course Online This Public Speaking: Public Speaking Course is open to everyone. Requirements Public Speaking: Public Speaking Course Online To enrol in this Public Speaking: Public Speaking Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Public Speaking: Public Speaking Course. Be energetic and self-motivated to complete our Public Speaking: Public Speaking Course. Basic computer Skill is required to complete our Public Speaking: Public Speaking Course. If you want to enrol in our Public Speaking: Public Speaking Course, you must be at least 15 years old.

Course Overview Learn the Latest Skills | Acknowledged by CPD & QLS | MCQ Based Exam & Tutor Support | Interactive Video Training  Flowers are a symbol of love and affection that can give you an instant mood boost. People all over the world exchange or give flowers as gifts, use them for decorative purposes and celebrate occasions. This Floristry and Flower Arrangement is a comprehensive, instructor-guided course, designed to provide a detailed understanding of the nature of the related sector and your key roles within it. You may find that working as a florist is a great option and a very lucrative business. This Floristry and Flower Arrangement Training course starts off with an introductory section on floristry.  You will learn to think differently with each flower you utilize through the creative process. This course is appropriate for seasoned florists as well as those new to the floral field because it will show you how to use fundamental floral abilities in the most beautiful contemporary style. What Will You Learn? How to use floral tools and supplies Recognize different flowers and plants and how to take care of them How to make floral arrangements such as bouquets, corsage, fruit baskets and basket gardens Different elements of floral design Starting your own floral business What classes are included in this package? Earn a digital certificate upon successful completion There are no set schedules, so you can work at your own pace. Our email and live chat specialists are available to assist you 24 hours a day, 7 days a week. On weekdays, you'll have access to a full-time tutor. Learn in a user-friendly, cutting-edge online learning environment. High-quality e-learning study materials Benefit from instant feedback through mock exams and multiple-choice assessments This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Who Should Take This Course? This course will expand your competence and boost your CV with vital abilities and an endorsed lesson attesting to your understanding, whether you're an existing practitioner or an aspiring expert. Career Path Training offered by the Floristry and Flower Arrangement Training could potentially benefit a range of roles, but would particularly enhance careers in: Florist Floral Designer Plant Engineer Event Planners Floral Technologist Floral Grower Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessments Assignment Certificate of Achievement After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £119. Please note that overseas students may be charged an additional £10 for postage. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment On successful completion of the Floristry and Flower Arrangement Training, you will be required to sit an online multiple-choice assessment. You will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for a Quality Licence Scheme endorsed certificate of achievement. The assessment will be evaluated automatically and the results will be given to you immediately. Retake fee If you do not pass the exam first time, you can purchase the Retake Exam for £1.99 and try again. Course Content Introduction to the Course Introduction to Floristry Services Provided by Florists Flowers and Plants Flower Care and Treatment Choosing Popular Flowers and Fillers Elements and Principles of Design How to Make Floral Arrangements Making Bouquet, Corsage, Fruit Basket & Basket Garden Wedding Floristry Making Funeral Flower Arrangements Beautiful Floral Designs Getting a Job in the Floristry Industry Starting Your Own Floristry Business Conclusion to the Course

Executive AI Coaching: Boost Your Leadership with Generative AI Unlock the power of AI for your business with personalised executive coaching. Paul Addicott-Evans, founder of AECS, offers bespoke 1-on-1 sessions to transform leaders into AI champions. Enhance productivity, drive innovation, and stay ahead in the AI revolution. 20+ years of tech and business expertise. Tailored for C-suite, senior leaders, and entrepreneurs. Elevate your leadership—master generative AI today!

Do you know that aromatherapy has its roots in ancient history, and essential oils are an integral part of it? If you want to treat people's physical and emotional health conditions through aromatherapy and the therapeutical uses of essential oils, you can take this Clinical aromatherapy course. Whether you have a keen interest in essential oils and aromatherapy or want to pursue a career in aromatherapy, this course is a perfect choice for you. Throughout this Clinical aromatherapy course, we'll walk you through the fascinating world of essential oils and aromatherapy. This aromatherapy course is designed to teach you how to get the best clinical results of essential oils by combining them with the most effective carrier oils.  If you want to extend your knowledge of the incredible healing benefits of essential oils and their best uses for aromatherapy, you should consider taking this Clinical aromatherapy course. What you'll learn: Gain sufficient knowledge of aromatherapy and essential oils Learn where certain plants produce essential oils Get an understanding of the dilution rates and learn about the best carrier oils for treating skin conditions and small areas Understand why lavender is considered the most versatile essential oil and familiarise with its various beneficial uses Get a solid understanding of the effects of aromatherapy on our physical and emotional well-being Learn about the various methods of extracting essential oils Familiarise with the important safety measures of essential oils Get a sweeping overview of the different techniques of aromatherapy application Expand your knowledge of various physical and mental conditions and disorders and learn how to treat them with aromatherapy Get a handy list of essential oils for different skin types Requirements When starting this aromatherapy course, you only need a keen interest in essential oils and how they can be best applied to help yourself and others. Who this course is for: People that love using essential oils and want to know how to get the best results by using aromatherapy from research-based information on essential oil studies Welcome to my aromatherapy course! Introduction FREE 00:01:00 Before we start FREE 00:03:00 What is aromatherapy 00:02:00 Where do certain plants have essential oils? 00:02:00 Why does the cost of essential oils vary so much? 00:02:00 What to look for when buying essential oils 00:06:00 How Essential Oils Can Be Adulterated 00:04:00 I just bought some fake 'pure' essential oils! 00:04:00 Storing your essential oils 00:02:00 Best carrier oils for skin conditions and small areas 00:03:00 Carrier Oils and what I think is the best for massage 00:03:00 Dilution Rates 00:07:00 What on earth do these words mean? 00:01:00 Lavender- The Most Versatile Oil Ever! If I only had lavender oil, what can I do with it? 00:08:00 A quick word about whether to use lavender neat (undiluted) or not. 00:01:00 Treating bites and stings with lavender 00:02:00 Lots of great ways to use lavender in your daily life. 00:06:00 Essential Oils-How they are absorbed into our bloodstream How does aromatherapy affect our minds and bodies? 00:07:00 What is the quickest base to get the E.O.s into your bloodstream? 00:02:00 How to increase your absorption rate even more 00:01:00 The garlic test 00:01:00 The various ways to extract essential oils What you will learn in this section 00:01:00 The Steam and Water Distillation process 00:02:00 Cold Expression 00:01:00 Solvent Extraction 00:02:00 Carbon Dioxide(CO2) Extraction 00:01:00 Enfleurage 00:01:00 Summary 00:03:00 Essential Oil Safety Using essential oils safely is paramount 00:01:00 Some Good News For People With High Blood Pressure 00:01:00 Dealing with poisoning and skin reactions 00:06:00 A word about using citrus oils and photosensitivity 00:03:00 Oils that must be avoided in pregnancy and nursing mothers. 00:01:00 What you should not do 00:01:00 The various way to apply aromatherapy Introduction to the ways to apply your aromatherapy 00:01:00 A Word About Aromatherapy Baths 00:02:00 Warm and Cold Compresses 00:04:00 Roller Balls 00:02:00 Bath and body products 00:01:00 Small topical creams, oils and lotions 00:01:00 Foot Baths 00:01:00 Steam Inhalation 00:01:00 Diffusers/inhalation 00:01:00 Full body massage 00:01:00 Room sprays 00:01:00 To summarize the best ways to apply aromatherapy for the various conditions 00:02:00 Helping stress and insomnia What we are going to go through from now on 00:01:00 Let's take a look at stress 00:02:00 A handy list of essential oils for emotional states 00:01:00 Using aromatherapy for stress and insomnia 00:07:00 What some studies say about helping anxiety and depression 00:03:00 Let's use this knowledge in a practical situation 00:05:00 Musculoskeletal System Disorders What you are going to learn in this section 00:01:00 How to treat acute injuries 00:06:00 How to treat chronic pain 00:03:00 Headaches 00:02:00 How to treat arthritis 00:04:00 If I had just 1 essential oil to treat pain with, it would be this one 00:01:00 A 2018 Study on Knee Osteoarthritis Pain Using Lavender 00:01:00 A Study that increased Athletic Performance With Aromatherapy 00:01:00 Bruises 00:02:00 Varicose veins 00:02:00 Lymphatic System Disorders Treating swelling, edema and cellulite 00:03:00 Respiratory System Disorders Treating Respiratory Disorders 00:02:00 Treating Sinusitis 00:01:00 Treating Asthma 00:02:00 Treating Chronic Bronchitis 00:01:00 Treating Hayfever 00:01:00 Treating allergies with the big 4 essential oils 00:01:00 Digestive System Disorders Digestive disorders in general 00:03:00 Treating nausea 00:01:00 Treating Irritable Bowel Syndrome (IBS) 00:01:00 Treating Constipation 00:02:00 Treating Weight Loss 00:02:00 Treating Female Reproductive Disorders Treating Dysmenorrhea (painful periods) 00:02:00 Treating PMS 00:02:00 Treating Menopause 00:03:00 Treating Skin Disorders Looking at treating certain skin conditions 00:01:00 A Handy List Of essential Oils For Skin Types 00:02:00 Treating Dermatitis/Eczema 00:02:00 Studies on using sandalwood for eczema and psoriasis 00:01:00 Treating Psoriasis 00:02:00 Studies using tea tree EO for acne 00:02:00 Treating hair loss and scalp issues 00:02:00 Treating Burns 00:03:00 Treating Scars 00:02:00 Treating Athletes Foot ( Tinea Pedis) 00:02:00 Some Studies Have Shown Effective Treatments With Wrinkles 00:02:00 Make your own anti-aging serum 00:01:00 Stretch Marks Oil 00:01:00 Hand Sanitizer Spray 00:01:00 Congratulations! You have completed the course. 00:01:00 Additional Resources Resources: Clinical aromatherapy course 00:00:00

Agile Sprint Planning: On-Demand The goal of the course is to provide you and your team with the ability to develop effective and realistic Sprint plans. Without effective Sprint Plans, iterations are set up for failure. But Sprint Planning cannot be improved on its own, in isolation. The Scrum processes are highly intertwined and influence each other. The surrounding artifacts, events, and roles must be examined closely, and enhanced, in order to improve Sprint Planning. This course will remind you of the theory to reinforce the principles, but will concentrate on next-level skills, so that you and the team are able to create realistic and usable Sprint Plans. This course is not introductory. You are already aware of the Scrum framework and have been implementing Scrum on your projects. Now is the time to improve efficiency and effectiveness, to facilitate successful Agile projects. What you will Learn You'll learn how to: Identify and correlate the key symptoms and root causes of ineffective sprint plans Improve key Product Backlog elements Evaluate Agile roles in sprint planning Appraise key product practices Enhance project transparency The Product Backlog User stories Acceptance Criteria Backlog Refinement Supporting Roles Product Owner (the Backlog) Development Team Stakeholders and SMEs Supporting Product Practices Roadmaps and release plans and story maps Definition of Done Technical Debt Transparency Daily Scrums Information radiators Retrospectives Sprint Planning Capacity and Velocity Sprint Planning Meetings The Sprint Backlog Summary What did we learn, and how can we implement this in our work environments?

ITIL® 4 Specialist: Create, Deliver and Support: On-Demand The ITIL® 4 Specialist: Create, Deliver, and Support module is part of the Managing Professional stream for ITIL® 4. Candidates need to pass the related certification exam for working towards the Managing Professional (MP) designation. This course is based on the ITIL® 4 Specialist: Create, Deliver, and Support exam specifications from AXELOS. With the help of ITIL® 4 concepts and terminology, exercises, and examples included in the course, candidates acquire the relevant knowledge required to pass the certification exam. What You Will Learn The learning objectives of the course are based on the following learning outcomes of the ITIL® 4 Specialist: Create, Deliver, and Support exam specification: Understand how to plan and build a service value stream to create, deliver, and support services Know how relevant ITIL® practices contribute to the creation, delivery, and support across the SVS and value streams Know how to create, deliver, and support services Organization and Culture Organizational Structures Team Culture Continuous Improvement Collaborative Culture Customer-Oriented Mindset Positive Communication Effective Teams Capabilities, Roles, and Competencies Workforce Planning Employee Satisfaction Management Results-Based Measuring and Reporting Information Technology to Create, Deliver, and Support Service Integration and Data Sharing Reporting and Advanced Analytics Collaboration and Workflow Robotic Process Automation Artificial Intelligence and Machine Learning CI / CD Information Model Value Stream Anatomy of a Value Stream Designing a Value Stream Value Stream Mapping Value Stream to Create, Deliver, and Support Services Value Stream for Creation of a New Service Value Stream for User Support Value Stream Model for Restoration of a Live Service Prioritize and Manage Work Managing Queues and Backlogs Shift-Left Approach Prioritizing Work Commercial and Sourcing Considerations Build or Buy Sourcing Models Service Integration and Management

Dressmaking: Dressmaking Do you want to learn about fashion design? If so, this Dress Making and Fashion Design course might be just the thing for you. This Dress Making and Fashion Design course is an excellent place where you may learn how to build amazing outfits and accessories. This Dress Making and Fashion Design course includes fashion history, sketching, and pattern production. Also. this Dress Making and Fashion Design course teaches you how to sew, choose fabric, and create patterns. Moreover, the Dress Making and Fashion Design course also discusses the procedure of selling fashionable works. This Dress Making and Fashion Design course is all about producing beautiful things and sharing them with others. Enrol this Dress Making and Fashion Design course to give a wing to your passion! Dressmaking: Dressmaking Special Offers of this Dressmaking: Dressmaking Course This Dressmaking: Dressmaking Course includes a FREE PDF Certificate. Lifetime access to this Dressmaking: Dressmaking Course Instant access to this Dressmaking: Dressmaking Course Get FREE Tutor Support from Monday to Friday in this Dressmaking: Dressmaking Course Who is this course for? Dressmaking: Dressmaking This Dressmaking: Dressmaking course is intended for those who enjoy fashion and want to learn how to manufacture fashionable outfits and accessories. Requirements Dressmaking: Dressmaking To enrol in this Dressmaking: Dressmaking Course, students must fulfil the following requirements. To join in our Dressmaking: Dressmaking Course, you must have a strong command of the English language. To successfully complete our Dressmaking: Dressmaking Course, you must be vivacious and self driven. To complete our Dressmaking: Dressmaking Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Dressmaking: Dressmaking Course. Career path Dressmaking: Dressmaking After completing this Dressmaking: Dressmaking course, you can pursue a variety of fascinating career choices in the fashion industry, such as fashion designer, fashion illustrator, garment technician, fashion merchandiser, stylist, or other similar occupations.

Get involved in a learning adventure, mastering R from foundational basics to advanced techniques. This course is a gateway to the realm of data science. Explore statistical machine learning models and intricacies of deep learning and create interactive Shiny apps. Unleash the power of R and elevate your proficiency in data-driven decision-making.

Portfolio Management Skills: On-Demand Project Management Institute (PMI)® Charter Global Registered Education Provider (R.E.P.) International Institute for Learning (IIL) has been reviewed and approved as a provider of project management training by PMI®. Become a strong, effective change advocate for meaningful portfolio management. This course is designed to equip and enable you to effectively and efficiently support the Executive Leadership and Operational Management to plan, implement, manage, and evolve portfolio management in your organization. It focuses on helping you 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