5825 Model courses

Our Professional Certificate Course in Understanding the Role of Information Technology in Logistics and Supply Chain is designed to provide participants with a comprehensive understanding of the impact of IT on supply chain management. The course covers a wide range of topics including the concept of Information Logistics (IL) and the Information Logistics Model, Logistics Information Systems and the role of information elements. Participants will also learn about Big Data logistics and the Enterprise Application Integration (EAI) approach. Additionally, the course will cover Logistics Processes Integration Framework (ELPIF) based on Web Services, and the Resource Integration Framework of Logistics Resource Grid (LRG). Upon completion of this course, participants will have a deep understanding of how IT can be used to optimize supply chain management processes and drive success in the logistics industry. Our Professional Certificate Course provides a thorough overview of the crucial role played by Information Technology in modern logistics and supply chain management. Upon completion, participants will have the skills and knowledge needed to drive success in the ever-evolving field of logistics and supply chain management. After the successful completion of the course, you will be able to learn about the following, The role of IT in Supply Chain Management. The concept of Information Logistics (IL). Information Logistics Model. Logistics Information System. The concept of information element. Big data logistics. Enterprise application integration. Logistics Processes Integration Framework(ELPIF) Based on Web Services Resource Integration Framework of Logistics Resource Grid (LRG). Our Professional Certificate Course in Understanding the Role of Information Technology in Logistics and Supply Chain is designed to provide participants with a comprehensive understanding of the impact of IT on supply chain management. The course covers a wide range of topics including the concept of Information Logistics (IL) and the Information Logistics Model, Logistics Information Systems and the role of information elements. Participants will also learn about Big Data logistics and the Enterprise Application Integration (EAI) approach. Additionally, the course will cover Logistics Processes Integration Framework (ELPIF) based on Web Services, and the Resource Integration Framework of Logistics Resource Grid (LRG). Upon completion of this course, participants will have a deep understanding of how IT can be used to optimize supply chain management processes and drive success in the logistics industry. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Understanding the Role of Information Technology in Logistics and Supply Chain Self-paced pre-recorded learning content on this topic. Understanding the Role of Information Technology in Logistics and Supply Chain Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience, Logistics and Supply Chain Professionals IT Professionals looking to specialize in Logistics and Supply Chain Business owners and Entrepreneurs seeking to improve supply chain operations Students pursuing a career in Logistics and Supply Chain Management Anyone interested in understanding the impact of IT on Logistics and Supply Chain. Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

Uncover the secrets behind financial foresight in our captivating Actuarial Science course. Navigate through the intricate world of financial risk assessment and valuation with a curriculum meticulously designed to empower you with the skills demanded in today's dynamic financial landscape. Delve into the realm of cash flow valuation and deterministic models, gaining insights into the backbone of financial decision-making. Explore life tables, annuities, and insurance, mastering the stochastic approach to contingencies. Confront challenges posed by taxation and inflation, unravel probabilistic models, and refine individual risk assessment. Embrace the principles of premium calculation and delve into the intricacies of multiple decrement theory. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In this riveting exploration, discover the art of individual risk models and the principles of premium calculation. Craft a profound understanding of multiple decrement theory, equipping yourself with indispensable knowledge for navigating the complexities of financial landscapes. Elevate your financial acumen with this comprehensive exploration of actuarial science, where each module unravels a layer of strategic financial insight. Course Curriculum Module 1: Introduction to Actuary Module 2: Actuaries and Their Environment Module 3: The Valuation of Cash Flows Module 4: The Basic Deterministic Model Module 5: The Life Table Module 6: Life Annuities Module 7: Life Insurance Module 8: The Stochastic Life Contingencies Model Module 9: The Stochastic Approach to Insurance and Annuities Module 10: Taxation and Inflation Module 11: Probabilistic Models, Uncertain Payment and Profit Testing Module 12: Individual Risk Models Module 13: Principles of Premium Calculation Module 14: Multiple Decrement Theory Learning Outcomes: Analyze and value cash flows with precision for strategic decision-making. Master the stochastic life contingencies model for advanced risk assessment. Apply principles of premium calculation to craft financially sound strategies. Develop a deep understanding of taxation and inflation in financial scenarios. Navigate uncertainties with individual risk models for robust financial planning. Acquire expertise in multiple decrement theory for comprehensive risk management. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Financial Analysts seeking advanced risk assessment skills. Actuarial Enthusiasts eager to delve into stochastic life contingencies models. Strategic Planners aiming to apply premium calculation principles effectively. Financial Managers wanting to master taxation and inflation dynamics. Risk Management Professionals looking to enhance individual risk modeling skills. Career path Financial Analyst Risk Manager Actuarial Consultant Investment Strategist Insurance Analyst Pension Fund Manager Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Designed to help individuals and their organisations develop new products, services and ways of working to create sustainable value. The EFQM Innovation Leader Training is designed to help individuals and their organisations understand what innovation means for them and challenge them to focus on developing new products, services and ways of working to add new value. The training will focus on how to: Develop your understanding of innovation and how it can be successfully implemented using a structured innovation management approach Demonstrate the ability to effectively manage innovation activities to achieve the intended outcomes Course Content Overview of the EFQM Lens Concept Introduction to Innovation Lens Groupwork – Megatrends and how they impact on you Innovation Lens Framework – Structure and Content Groupwork – Completion of Innovation Questionnaire Discussion – Feedback on the Questionnaire and Outcomes How to manage the Innovation process Using Assess Base to baseline performance/conduct a gap analysis Pre-course Work Pre-reading on the new EFQM Model. Delivery The course is delivered through virtual trainer led live workshop. Upon registration, you will receive a link to the workshop. Cost £450 + VAT which includes the training course, the Innovation Lens e-book and your EFQM Innovation Leader Certificate. If you are not yet a member but are already thinking about joining CforC, you can find more information on how to become a member and the benefits by clicking here.

Designed to help individuals and their organisations develop new products, services and ways of working to create sustainable value. The EFQM Innovation Leader Training is designed to help individuals and their organisations understand what innovation means for them and challenge them to focus on developing new products, services and ways of working to add new value. The training will focus on how to: Develop your understanding of innovation and how it can be successfully implemented using a structured innovation management approach Demonstrate the ability to effectively manage innovation activities to achieve the intended outcomes Course Content Overview of the EFQM Lens Concept Introduction to Innovation Lens Groupwork – Megatrends and how they impact on you Innovation Lens Framework – Structure and Content Groupwork – Completion of Innovation Questionnaire Discussion – Feedback on the Questionnaire and Outcomes How to manage the Innovation process Using Assess Base to baseline performance/conduct a gap analysis Pre-course Work Pre-reading on the new EFQM Model. Delivery The course is delivered through virtual trainer led live workshop. Upon registration, you will receive a link to the workshop. Cost £450 + VAT which includes the training course, the Innovation Lens e-book and your EFQM Innovation Leader Certificate. If you are not yet a member but are already thinking about joining CforC, you can find more information on how to become a member and the benefits by clicking here.

Overview Do you have the skills of a life coach? Have you ever considered a successful career in life coaching and CBT therapy?This Life Coaching and Cognitive Behavioural Therapy (CBT) Complete Bundle course will provide you with a solid understanding of life coaching. It'll cover many practical exercises, enabling you to master tools, techniques and the skills required to start your own coaching practice, if this is your motivation. Moreover, this course is a perfect starting point for anyone who is interested in a therapy career or for those who want to use CBT as a self help model.Don't be late. Enroll today and help to change people's lives with a brand new rewarding career in life coaching and CBT therapy.Please Note: Occupational Therapists and Clinical Psychologists must be registered with the Health and Care Professions Council (HCPC), which is the statutory regulator of the professions. Please note, that completion of the course does not entitle a person to join the HCPC Register or use the protected titles of Occupational Therapist or Clinical Psychologist. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Life Coaching and Cognitive Behavioural Therapy (CBT) Complete Bundle. It is available to all students, of all academic backgrounds. Requirements Our Life Coaching and Cognitive Behavioural Therapy (CBT) Complete Bundle is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G.There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 26 sections • 164 lectures • 10:11:00 total length •What You Will Learn: 00:06:00 •Get To Know Your Instructor: 00:02:00 •How To Get Your CPD Certificates: 00:01:00 •What Is Life Coaching: 00:05:00 •The Benefits Of Becoming A Life Coach: 00:04:00 •The Difference Between Coaching, Therapy, Mentoring & Training: 00:03:00 •The Responsibilities Of A Life Coach: 00:03:00 •Coaching Fundamentals Overview: 00:02:00 •Listening Introduction: 00:02:00 •The 3 Kinds Of Listening As A Coach: 00:05:00 •Your Listening Template: 00:11:00 •Questioning Introduction: 00:01:00 •Questioning & Coaching: 00:03:00 •How Coaching Questions Are Different From Normal Questions: 00:02:00 •The Different Types Of Coaching Questions: 00:12:00 •Questions Summary: 00:03:00 •Building Trust Introduction: 00:01:00 •The Trust Checklist Exercise: 00:03:00 •How To Build Trust As A Coach: 00:08:00 •More Trust Building Strategies: 00:05:00 •Understanding Personalities Overview: 00:03:00 •Big Five Personality Model: 00:02:00 •Myers Briggs Personality Model: 00:04:00 •Your Personality Model: 00:09:00 •How To Bring Out Your Strengths With This Model: 00:10:00 •Coaching Models Introduction: 00:02:00 •GROW Model Explained: 00:05:00 •STEPPPA Model Explained: 00:08:00 •FUEL Model Explained: 00:03:00 •CLEAR Model Explained: 00:04:00 •Why We Will Use The GROW Model: 00:01:00 •Step 1 Introduction: 00:03:00 •Why Defining Your Values Is Important: 00:03:00 •How To Define Your Personal Values: 00:06:00 •What Does Your Ideal Life Look Like?: 00:04:00 •The 4 Biggest Goal Setting Mistakes To Avoid: 00:06:00 •Stretch Goals Explained: 00:03:00 •Why You Should Start With Long Term Goals: 00:05:00 •Setting Your First Long Term Goal: 00:06:00 •Turning Long Term Goals Into Short Term Goals: 00:05:00 •Next Steps: 00:01:00 •Step 2 Introduction: 00:01:00 •Status Quo Explained: 00:06:00 •Wheel Of Life Excercise Explained: 00:06:00 •Big Rocks Exercise Explained: 00:05:00 •Coaching Example Step 2: 00:05:00 •Step 3 Introduction: 00:01:00 •How To Brainstorm With Your Client(s): 00:05:00 •How To Evaluate Your Brainstorming Ideas: 00:05:00 •'Spheres Of Influence' Excerise Explained: 00:03:00 •'Not To Do List' Exercise Explained: 00:04:00 •Coaching Example Step 3: 00:07:00 •Step 4 Introduction: 00:01:00 •The 80/20 Rule Applied To Coaching: 00:04:00 •How To Design An Action Plan: 00:03:00 •Coaching Example Step 4: 00:05:00 •GROW Model Recap: 00:03:00 •Structuring Your Sessions Introduction: 00:01:00 •How To Define Your Coaching Ground Rules: 00:03:00 •How Much Should You Charge: 00:05:00 •The Pre Coaching Call: 00:03:00 •Your First Coaching Session: 00:03:00 •Progress Evaluation Sessions: 00:05:00 •My Recommended Coaching Timeline: 00:03:00 •Client Coach Relationship Intro: 00:01:00 •What Clients Expect From Their Coaches: 00:04:00 •Why Clients Choose One Coach Over Another: 00:02:00 •Client Coach Boundaries: 00:03:00 •How To Retain Clients Long Term: 00:05:00 •Advanced Coaching Strategies Introduction: 00:01:00 •Reframing Explained: 00:07:00 •Managing Emotional States: 00:07:00 •Understanding Representational Systems: 00:08:00 •Personal SWOT Analysis: 00:06:00 •Johari Window - Developing Self Awareness: 00:05:00 •Giving Good Feedback As A Coach: 00:05:00 •Part 2 Introduction: 00:03:00 •What It Means To Be Healthy: 00:04:00 •What Does A Health Coach Do?: 00:03:00 •How Can You Combine Life Coaching & Health Coaching: 00:02:00 •Diet Introduction: 00:01:00 •Your Health & Diet: How They Are Linked: 00:04:00 •The Consequences Of Following A Bad Diet: 00:04:00 •How To Eat For Longevity: 00:02:00 •What Are Calories? Explained: 00:04:00 •The Relationship Between Bodyweight And Health: 00:05:00 •Calories & Bodyweight In A Healthy Diet: 00:02:00 •The Surprising Results Of The Twinkie Diet: 00:02:00 •The Relationship Between Weight Loss And Health: 00:03:00 •Figuring Out How Many Daily Calories You Need: 00:02:00 •Calculating Your Total Daily Calories: 00:03:00 •Healthy Weight Ranges: 00:02:00 •The Best Foods For A Healthier Life: 00:02:00 •Best Protein Foods: 00:01:00 •Best Carbohydrate Foods: 00:01:00 •Best Dietary Fat Foods: 00:01:00 •How Much Of Each (Protein, Carbs, Fat)?: 00:04:00 •What About The Remaining Calories: 00:01:00 •Client Assessment Introduction: 00:01:00 •Client Interview: 00:04:00 •How To Create A Diet Plan For Clients: 00:09:00 •Calculating BMI: 00:03:00 •Cardio Introduction: 00:01:00 •The Different Types Of Cardio: 00:02:00 •Creating A Cardio Workout For A Client: 00:04:00 •How To Monitor Your Heart Rate During A Workout: 00:02:00 •Cardio vs Weigh Training - Which Is Better For Weight Loss: 00:07:00 •Weight Training Introduction: 00:01:00 •Muscle Building Formula: 00:07:00 •The Science Behind Muscle Growth: 00:04:00 •Weight Training vs Bodyweight Training: 00:02:00 •How To Create A Beginner Workout Plan: 00:09:00 •5 Most Important Aspects Of Lifting Form: 00:03:00 •Progressive Overload: 00:03:00 •Hormones Introduction: 00:02:00 •The 3 Types Of Hormones: 00:03:00 •The Endocrine System Explained: 00:04:00 •Hormones & Heart Disease: 00:04:00 •Anabolic Steroids: Why They Are So Dangerous: 00:04:00 •Most Important Hormones Overview: 00:01:00 •Insulin: 00:04:00 •Glucagon: 00:02:00 •Adrenaline: 00:03:00 •Cortisol: 00:04:00 •Ghrelin: 00:02:00 •Leptin: 00:03:00 •Thyroid Hormones: 00:02:00 •Estrogen: 00:03:00 •Growth Hormone: 00:01:00 •Testosterone: 00:03:00 •How To Build Your Own Supplement Stack: 00:09:00 •Top 3 Beginner Supplements For Muscle Growth: 00:04:00 •The Best Supplements To Boost Immunity: 00:04:00 •The Best Supplements For Vegans & Vegetarians: 00:02:00 •The Best Supplements For Joint & Bone Health: 00:02:00 •The Best Supplements For Fat Loss: 00:04:00 •Apex Learning Motivation Introduction: 00:02:00 •How To Get Out Of A Workout Rut: 00:09:00 •What Is Nutrient Density: 00:04:00 •Is Brown Sugar Better Than White Sugar: 00:03:00 •What Should You Train On Your First Day At The Gym?: 00:07:00 •Are Microwaves Harmful?: 00:05:00 •Fresh vs Frozen Food: Which Is Healthier: 00:04:00 •Part 3 Introdudction: 00:02:00 •The Difference Between Stress & Anxiety: 00:03:00 •Short vs Long Term Stress: 00:02:00 •The Effects Of Stress & Anxiety On Your Body: 00:05:00 •Proven Stress Management Strategies & Techniques: 00:03:00 •The Benefits Of Calm Breathing: 00:03:00 •Breathing Exercise #1 - Three Part Breath: 00:02:00 •Breathing Exercise #2 - Bellows Breath: 00:02:00 •Progressive Muscle Relaxation: 00:03:00 •Complete PMR Routine: 00:07:00 •Sleeping For A Longer Life: 00:04:00 •Tips To Fall Asleep Faster: 00:03:00 •Supplements For Improved Sleep: 00:02:00 •What Is Emotional Self Care: 00:05:00 •How To Accept Yourself: 00:03:00 •Taming Your Inner Critic: 00:06:00 •Getting A Different Perspecitive: 00:04:00 •Acknowledging Your Qualities: 00:03:00 •Getting Rid Of Time Consuming Commitments: 00:06:00 •How To Say 'No' To Others: 00:05:00 •Resources - Life Coach Training - Guideline For The Startup: 00:00:00

Grateful Leadership™ - Using the Power of Acknowledgment­® to Engage All Your People and Achieve Superior Results (On-Demand) Grateful Leaders can tap into the power of personal commitment and dedication by acknowledging people in an authentic and heartfelt manner. Those leaders who model true acknowledgment behavior will inspire others to do the same and to want to dramatically increase their levels of contribution to the organization, making the power of acknowledgment transformational. What you will Learn You'll learn how to: Understand and develop the capability to act upon the need for Grateful Leadership to create a culture of appreciation in the workplace Understand the potentially huge benefits of Grateful Leadership in the workplace Overcome the barriers to using acknowledgment Demonstrate the language and subtleties of authentic and heartfelt acknowledgement behavior Describe the Seven Principles of Acknowledgment for 'High-Interest Benefits' in the context of participant's personal leadership style Describe how to coach teams, managers, and other corporate stakeholders in using Grateful Leadership to produce breakthrough results Getting Started Introductions Course goals and objectives Introspection on the practice of Grateful Leadership The Workforce Engagement Sustainability Challenge Employees who are engaged, not engaged, and actively disengaged The costs of non-engagement Meeting the workforce engagement challenge Acknowledgment, Engagement, and Leadership Acknowledgment and its benefits Recognition versus acknowledgment 'Challenging people' case study Blanchard, Covey, Keith (Servant Leadership): how acknowledgment fits into these leadership models Leadership and acknowledgment The 5 C's - Consciousness, Courage, Choice, Communication, Commitment Employing the Power of Acknowledgment Overcoming barriers to acknowledgment The Seven High-Interest Benefits Principles of Acknowledgment Exploring the acknowledgment process Applying the Principles of Acknowledgment within the Context of Your Personal Leadership Style Case study The ROI of Grateful Leadership Creating your Grateful Leadership Personal Action Plan™ Creating a Vision Statement for your organization that incorporates Grateful Leadership into your corporate culture The 360° Grateful Leadership Competency Assessment

B12 is fundamental to us as human beings. Depletion of this vitamin prevents us from functioning the way that we should. Vitamin injections are becoming more in demand as people become aware of the many benefits, as well as the link between a lack of vitamins and various associated ailments or illnesses.  Vitamin Injections are the best way of rapidly boosting your levels, having an almost instant impact on your health and well-being. Adding this service to your salon or clinic or adding this as a skill to an individual can boost their employment opportunities. If you are looking for an intensive training course on this topic, we encourage you to enrol today! Course prerequisites This course is suitable for both medics and non-medics. To enrol on to this course you will need to meet at least one of the following prerequisites: NVQ Level 3 in beauty therapy, ITEC or HND Medically qualified with current registration with the NMC, GMC or GDC, as a:Nurse, Doctor, Dentist 12 Months Needling Experience 6 Months of Needling Experience and Anatomy & Physiology Level 3 or above. Course Agenda This intensive course includes theory study via the e-learning portal and practical in-house training. All courses are kept intimate with a maximum of 6 learners in a class. Anatomy and physiology of the skin and tissues Infection control Sharps and hazardous waste First aid and anaphylaxis Pre-study B12 & vitamin C injection training Practical training 1 model per area Clinical set up Professional live demonstrations Frequently Asked Questions Is a deposit required to book? All enrolments are charged an administration fee which is non-refundable. When you enrol you can elect to pay a deposit of 10% plus the administration fee or pay the total training course in full. We have full details of the terms and conditions of training course enrolments here How can I book? We have a few options for you to book. You can book by selecting an available training date above here on our website, by contacting us through email at hello@cosmetic.college or by contacting us on 0333 015 5117. Where is the Cosmetic College The Cosmetic College is located at: 3 Locks Court, 429 Crofton Road, Orpington, BR6 8NL

What Will I Learn? You will be able to use a structured model for giving feedback in a positive and helpful way. You will learn the essential attitudes or mindset that leads to effective feedback. You will also practice a model for receiving feedback in a manner that will maximize the value of feedback received. You will assure behavior change by developing action plans and accountability. You will avoid mistakes that may result in extreme anxiety on the part of both the giver and receiver of feedback. Boost the leadership of your organisation by gaining a diploma in Management and Leadership: Giving and Receiving Feedback. Understand the most effective way to improve and lead your team members by taking this management and leadership course. If you are interested in leading a more efficient, proactive team, then this is the course for you. You will be taken through the key principles and practices for improved leadership. You will be able to discover the best methods to manage and structure a systematic team. To learn about the importance of great management and how it can be implemented in your workplace, take this course today.

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Welcome to the course Introduction 00:02:00 Setting up R Studio and R crash course Installing R and R studio 00:05:00 Basics of R and R studio 00:10:00 Packages in R 00:10:00 Inputting data part 1: Inbuilt datasets of R 00:04:00 Inputting data part 2: Manual data entry 00:03:00 Inputting data part 3: Importing from CSV or Text files 00:06:00 Creating Barplots in R 00:13:00 Creating Histograms in R 00:06:00 Basics of Statistics Types of Data 00:04:00 Types of Statistics 00:02:00 Describing the data graphically 00:11:00 Measures of Centers 00:07:00 Measures of Dispersion 00:04:00 Introduction to Machine Learning Introduction to Machine Learning 00:16:00 Building a Machine Learning Model 00:08:00 Data Preprocessing for Regression Analysis Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Importing the dataset into R 00:03:00 Univariate Analysis and EDD 00:03:00 EDD in R 00:12:00 Outlier Treatment 00:04:00 Outlier Treatment in R 00:04:00 Missing Value imputation 00:03:00 Missing Value imputation in R 00:03:00 Seasonality in Data 00:03:00 Bi-variate Analysis and Variable Transformation 00:16:00 Variable transformation in R 00:09:00 Non Usable Variables 00:04:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy variable creation in R 00:05:00 Correlation Matrix and cause-effect relationship 00:10:00 Correlation Matrix in R 00:08:00 Linear Regression Model The problem statement 00:01:00 Basic equations and Ordinary Least Squared (OLS) method 00:08:00 Assessing Accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy - RSE and R squared 00:07:00 Simple Linear Regression in R 00:07:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting result for categorical Variable 00:05:00 Multiple Linear Regression in R 00:07:00 Test-Train split 00:09:00 Bias Variance trade-off 00:06:00 Test-Train Split in R 00:08:00 Regression models other than OLS Linear models other than OLS 00:04:00 Subset Selection techniques 00:11:00 Subset selection in R 00:07:00 Shrinkage methods - Ridge Regression and The Lasso 00:07:00 Ridge regression and Lasso in R 00:12:00 Classification Models: Data Preparation The Data and the Data Dictionary 00:08:00 Importing the dataset into R 00:03:00 EDD in R 00:11:00 Outlier Treatment in R 00:04:00 Missing Value imputation in R 00:03:00 Variable transformation in R 00:06:00 Dummy variable creation in R 00:05:00 The Three classification models Three Classifiers and the problem statement 00:03:00 Why can't we use Linear Regression? 00:04:00 Logistic Regression Logistic Regression 00:08:00 Training a Simple Logistic model in R 00:03:00 Results of Simple Logistic Regression 00:05:00 Logistic with multiple predictors 00:02:00 Training multiple predictor Logistic model in R 00:01:00 Confusion Matrix 00:03:00 Evaluating Model performance 00:07:00 Predicting probabilities, assigning classes and making Confusion Matrix in R 00:06:00 Linear Discriminant Analysis Linear Discriminant Analysis 00:09:00 Linear Discriminant Analysis in R 00:09:00 K-Nearest Neighbors Test-Train Split 00:09:00 Test-Train Split in R 00:08:00 K-Nearest Neighbors classifier 00:08:00 K-Nearest Neighbors in R 00:08:00 Comparing results from 3 models Understanding the results of classification models 00:06:00 Summary of the three models 00:04:00 Simple Decision Trees Basics of Decision Trees 00:10:00 Understanding a Regression Tree 00:10:00 The stopping criteria for controlling tree growth 00:03:00 The Data set for this part 00:03:00 Importing the Data set into R 00:06:00 Splitting Data into Test and Train Set in R 00:05:00 Building a Regression Tree in R 00:14:00 Pruning a tree 00:04:00 Pruning a Tree in R 00:09:00 Simple Classification Tree Classification Trees 00:06:00 The Data set for Classification problem 00:01:00 Building a classification Tree in R 00:09:00 Advantages and Disadvantages of Decision Trees 00:01:00 Ensemble technique 1 - Bagging Bagging 00:06:00 Bagging in R 00:06:00 Ensemble technique 2 - Random Forest Random Forest technique 00:04:00 Random Forest in R 00:04:00 Ensemble technique 3 - GBM, AdaBoost and XGBoost Boosting techniques 00:07:00 Gradient Boosting in R 00:07:00 AdaBoosting in R 00:09:00 XGBoosting in R 00:16:00 Maximum Margin Classifier Content flow 00:01:00 The Concept of a Hyperplane 00:05:00 Maximum Margin Classifier 00:03:00 Limitations of Maximum Margin Classifier 00:02:00 Support Vector Classifier Support Vector classifiers 00:10:00 Limitations of Support Vector Classifiers 00:01:00 Support Vector Machines Kernel Based Support Vector Machines 00:06:00 Creating Support Vector Machine Model in R The Data set for the Classification problem 00:01:00 Importing Data into R 00:08:00 Test-Train Split 00:09:00 Classification SVM model using Linear Kernel 00:16:00 Hyperparameter Tuning for Linear Kernel 00:06:00 Polynomial Kernel with Hyperparameter Tuning 00:10:00 Radial Kernel with Hyperparameter Tuning 00:06:00 The Data set for the Regression problem 00:03:00 SVM based Regression Model in R 00:11:00 Assessment Assessment - Machine Learning Masterclass 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Lean Six Sigma Black Belt Certification Program: Virtual In-House Training This course is specifically for people wanting to become Lean Six Sigma Black Belts, who are already Lean Six Sigma practitioners. If advanced statistical analysis is needed to identify root causes and optimal process improvements, (Lean) Six Sigma Green Belts typically ask Black Belts or Master Black Belts to conduct these analyses. This course will change that. Green Belts wanting to advance their statistical abilities will have a considerable amount of hands-on practice in techniques such as Statistical Process Control, MSA, Hypothesis Testing, Correlation and Regression, Design of Experiments, and many others. Participants will also work throughout the course on a real-world improvement project from their own business environment. This provides participants with hands-on learning and provides the organization with an immediate ROI once the project is completed. IIL instructors will provide free project coaching throughout the course. What you Will Learn At the end of this program, you will be able to: Use Minitab for advanced data analysis Develop appropriate sampling strategies Analyze differences between samples using Hypothesis Tests Apply Statistical Process Control to differentiate common cause and special cause variation Explain and apply various process capability metrics Conduct Measurement System Analysis and Gage R&R studies for both discrete and continuous data Conduct and analyze simple and multiple regression analysis Plan, execute, and analyze designed experiments Drive sustainable change efforts through leadership, change management, and stakeholder management Successfully incorporate advanced analysis techniques while moving projects through the DMAIC steps Explain the main concepts of Design for Six Sigma including QFD Introduction: DMAIC Review IIL Black Belt Certification Requirements Review Project Selection Review Define Review Measure Review Analyze Review Improve Review Control Introduction: Minitab Tool Introduction to Minitab Minitab basic statistics and graphs Special features Overview of Minitab menus Introduction: Sampling The Central Limit Theorem Confidence Interval of the mean Sample size for continuous data (mean) Confidence Interval for proportions Sample size for discrete data (proportions) Sampling strategies (review) Appendix: CI and sample size for confidence levels other than 95% Hypothesis Testing: Introduction Why use advanced stat tools? What are hypothesis tests? The seven steps of hypothesis tests P value errors and hypothesis tests Hypothesis Testing: Tests for Averages 1 factor ANOVA and ANOM Main Effect Plots, Interaction Plots, and Multi-Vari Charts 2 factor ANOVA and ANOM Hypothesis Testing: Tests for Standard Deviations Testing for equal variance Testing for normality Choosing the right hypothesis test Hypothesis Testing: Chi Square and Other Hypothesis Test Chi-square test for 1 factor ANOM test for 1 factor Chi-square test for 2 factors Exercise hypothesis tests - shipping Non-parametric tests Analysis: Advanced Control Charts Review of Common Cause and Special Cause Variation Review of the Individuals Control Charts How to calculate Control Limits Four additional tests for Special Causes Control Limits after Process Change Discrete Data Control Charts Control Charts for Discrete Proportion Data Control Charts for Discrete Count Data Control Charts for High Volume Processes with Continuous Data Analysis: Non-Normal Data Test for normal distribution Box-Cox Transformation Box-Cox Transformation for Individuals Control Charts Analysis: Time Series Analysis Introduction to Time Series Analysis Decomposition Smoothing: Moving Average Smoothing: EWMA Analysis: Process Capability Process capability Discrete Data: Defect metrics Discrete Data: Yield metrics Process Capability for Continuous Data: Sigma Value Short- and long-term capabilities Cp, Cpk, Pp, Ppk capability indices Analysis: Measurement System Analysis What is Measurement System Analysis? What defines a good measurement system? Gage R&R Studies Attribute / Discrete Gage R&R Continuous Gage R&R Regression Analysis: Simple Correlation Correlation Coefficient Simple linear regression Checking the fit of the Regression Model Leverage and influence analysis Correlation and regression pitfalls Regression Analysis: Multiple Regression Analysis Introduction to Multiple Regression Multicollinearity Multiple Regression vs. Simple Linear Regression Regression Analysis: Multiple Regression Analysis with Discrete Xs Introduction Creating indicator variables Method 1: Going straight to the intercepts Method 2: Testing for differences in intercepts Logistic Regression: Logistic Regression Introduction to Logistic Regression Logistic Regression - Adding a Discrete X Design of Experiments: Introduction Design of Experiment OFAT experimentation Full factorial design Fractional factorial design DOE road map, hints, and suggestions Design of Experiments: Full Factorial Designs Creating 2k Full Factorial designs in Minitab Randomization Replicates and repetitions Analysis of results: Factorial plots Analysis of results: Factorial design Analysis of results: Fits and Residuals Analysis of results: Response Optimizer Analysis of results: Review Design of Experiments: Pragmatic Approaches Designs with no replication Fractional factorial designs Screening Design of Experiment Case Study Repair Time Blocking Closing: Organizational Change Management Organizational change management Assuring project sponsorship Emphasizing shared need for change Mobilizing stakeholder commitment Closing: Project Management for Lean Six Sigma Introduction to project management Project management for Lean Six Sigma The project baseline plan Work Breakdown Structure (WBS) Resource planning Project budget Project risk Project schedule Project executing Project monitoring and controlling and Closing Closing: Design for Lean Six Sigma Introduction to Design for Lean Six Sigma (DMADV) Introduction to Quality Function Deployment (QFD) Summary and Next Steps IIL's Lean Six Sigma Black Belt Certification Program also prepares you to pass the IASSC Certified Black Belt Exam (optional)