7916 Concept courses in Cardiff delivered On Demand

Lean Six Sigma Green Belt Certification Program - Become Green Belt Certified: On-Demand This course explores the DMAIC process in depth and enables you to achieve IIL's Lean Six Sigma Green Belt Certification. DMAIC is the foundation of Lean Six Sigma and process improvement. The incremental steps of "Define, Measure, Analyze, Improve, Control" give structure and guidance to improving quality, performance, and productivity. Green Belt is not just a role, it is also a competency required for leadership positions at many top companies. This learning series is designed to enable participants to fulfill the important role of a Lean Six Sigma Green Belt and to incorporate the Lean Six Sigma mindset into their leadership skills. With a real-world project focus, the series will teach the fundamental methodology, tools, and techniques of the Define, Measure, Analyze, Improve and Control Process Improvement Methodology. What You Will Learn At the end of this program, you will be able to: Identify strategies for effectively leading high performing process improvement teams Analyze whether projects align with business strategy Apply process improvement methodologies to DMAIC steps, based on real world scenarios Explain ways to appropriately respond to process variation Distinguish among best practice problem solving methodologies Evaluate and effectively communicate data-driven decisions, based on real world scenarios Introduction Lean Six Sigma & quality The vision The methodologies The metric Project Selection Why Projects Random idea generation Targeted idea generation CTQs (Critical to Quality) & projects Project screening criteria Quick improvements Introduction to Define Project Planning Developing the core charter Developing a project charter Facilitation Process Management Business process management Top-down process mapping Voice of the Customer Voice of Customer Stakeholder analysis Communication planning Kicking off the project Introduction to Measure Data Collection Fact-based decision making Data sampling Operations definitions Data collection plan Measurement system analysis Graphical Statistics for Continuous Data Meet Six SigmaXL Graphical & statistical tools Data stratification Graphical Statistics for Discrete Data Pareto analysis Dot plots Plotting data over time: Looking for patterns Variation Concepts Variation is reality Special Cause and Common Cause variation Example of standard business reporting Individuals Control Chart Process Capability Genesis of process capability Calculating the metrics of Six Sigma Yield metrics: Measuring process efficiency Cost of Poor Quality The Cost of Poor Quality (COPQ) Cost of Quality categories Calculating the Cost of Poor Quality Introduction to Analyze Process Analysis Introduction to process analysis Value-added analysis Cycle time analysis WIP & pull systems Analyzing bottlenecks and constraints Cause & Effect Analysis Fishbone/Ishikawa diagram 5-Whys analysis Graphical & statistical tools Advanced Analysis Why use hypothesis tests? Hypothesis tests Correlation and regression analysis Introduction to Improve Solutions Creativity techniques Generating alternative solutions Solution selection techniques Introduction to Design of Experiments Introduction to DOE DOE activity Error Proofing Failure mode & effect analysis Poka-Yoke Project Management Fundamentals Successful teams Project roles Conflict management Standardization Standardization The Visual Workplace 5S Piloting & Verifying Result What is a pilot? Evaluating results Introduction to Control Statistical Process Control Review of Special & Common Cause variation Review of Individual Control Chart P-Chart for discrete proportion data Transition Planning Control plan Project closure

Lean Six Sigma Green Belt Certification Program: On-Demand This learning series is designed to enable participants to fulfill the important role of a Lean Six Sigma Green Belt and to incorporate the Lean Six Sigma mindset into their leadership skills. Green Belt is not just a role, it is also a competency required for leadership positions at many top companies. This learning series is designed to enable participants to fulfill the important role of a Lean Six Sigma Green Belt and to incorporate the Lean Six Sigma mindset into their leadership skills. With a real-world project focus, the series will teach the fundamental methodology, tools, and techniques of the Define, Measure, Analyze, Improve and Control Process Improvement Methodology. This course is delivered through sixteen 3-hour online sessions. What you Will Learn At the end of this program, you will be able to: Identify strategies for effectively leading high performing process improvement teams Analyze whether projects align with business strategy Apply process improvement methodologies to DMAIC steps, based on real world scenarios Explain ways to appropriately respond to process variation Distinguish among best practice problem solving methodologies Evaluate and effectively communicate data-driven decisions, based on real world scenarios Introduction Lean Six Sigma & quality The vision The methodologies The metric Project Selection Why Projects Random idea generation Targeted idea generation CTQs (Critical to Quality) & projects Project screening criteria Quick improvements Introduction to Define Project Planning Developing the core charter Developing a project charter Facilitation Process Management Business process management Top-down process mapping Voice of the Customer Voice of Customer Stakeholder analysis Communication planning Kicking off the project Define Summary Introduction to Measure Data Collection Fact-based decision making Data sampling Operations definitions Data collection plan Measurement system analysis Graphical Statistics for Continuous Data Meet Six SigmaXL Graphical & statistical tools Data stratification Graphical Statistics for Discrete Data Pareto analysis Dot plots Plotting data over time: Looking for patterns Variation Concepts Variation is reality Special Cause and Common Cause variation Example of standard business reporting Individuals Control Chart Process Capability Genesis of process capability Calculating the metrics of Six Sigma Yield metrics: Measuring process efficiency Cost of Poor Quality The Cost of Poor Quality (COPQ) Cost of Quality categories Calculating the Cost of Poor Quality Measure Summary Introduction to Analyze Process Analysis Introduction to process analysis Value-added analysis Cycle time analysis WIP & pull systems Analyzing bottlenecks and constraints Cause & Effect Analysis Fishbone/Ishikawa diagram 5-Whys analysis Graphical & statistical tools Advanced Analysis Why use hypothesis rests? Hypothesis tests Correlation and regression analysis Analyze Summary Introduction to Improve Solutions Creativity techniques Generating alternative solutions Solution selection techniques Introduction to Design of Experiments Introduction to DOE DOE activity Error Proofing Failure mode & effect analysis Poka-Yoke Project Management Fundamentals Successful teams Project roles Conflict management Standardization Standardization The Visual Workplace 5S Piloting & Verifying Results What is a pilot? Evaluating results Improve Summary Introduction to Control Statistical Process Control Review of Special & Common Cause variation Review of Individual Control Chart P-Chart for discrete proportion data Transition Planning Control plan Project closure Control Summary Summary and Next Steps

This comprehensive course is designed to transform individuals into skilled chefs, equipping them not only with culinary expertise but also management proficiency in the kitchen and restaurant settings. Covering a wide range of topics from fundamental cooking skills and recipe creation to kitchen management, food business basics, and restaurant management, participants will gain a holistic understanding of the culinary world. The course also includes a bonus of 20 diverse recipes to enhance practical cooking skills. Learning Outcomes: Master essential cooking and food preparation skills. Develop a deep understanding of kitchen equipment and tools. Learn about different cooking styles and cuisines. Understand the qualities and traits of successful chefs. Gain proficiency in outdoor cooking, baking, and vegetarian cooking. Acquire knowledge in managing restaurant operations effectively. Learn marketing strategies and quality control in the food business. Enhance culinary creativity through a variety of recipes. Why buy this Professional Chef Training, Cooking, Kitchen & Restaurant Management with 20 Bonus Recipes?  Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Professional Chef Training, Cooking, Kitchen & Restaurant Management with 20 Bonus Recipes you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Professional Chef Training, Cooking, Kitchen & Restaurant Management with 20 Bonus Recipes course is ideal for Aspiring chefs looking to establish a strong culinary foundation. Individuals interested in pursuing a career in restaurant management. Cooks and food enthusiasts aiming to refine their skills. Culinary professionals seeking to expand their expertise. Prerequisites This Professional Chef Training, Cooking, Kitchen & Restaurant Management with 20 Bonus Recipes 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. Career path Line Cook - Average Salary: £18,000 - £24,000 per year. Sous Chef - Average Salary: £25,000 - £35,000 per year. Head Chef - Average Salary: £30,000 - £45,000 per year. Executive Chef - Average Salary: £40,000 - £60,000 per year. Restaurant Manager - Average Salary: £25,000 - £40,000 per year. Course Curriculum Becoming a Chef Can TV Chefs Teach You To Cook? 00:30:00 Improving Cooking And Food Preparation Skills 00:15:00 Catering To Unique Tastes 00:30:00 Qualities Of A Successful Chef 00:30:00 Achieve Perfection As A Saucier 00:30:00 Becoming The Perfect Chef 01:00:00 Equipment For Perfect Chefs 00:30:00 How To Become The Perfect Chef: Attending School 00:30:00 The Keys To Getting and Using Feedback 00:30:00 What Can You Do With A Culinary Degree 01:00:00 Knife Skills For The Perfect Chef 00:30:00 Making Meals Easy to Eat Healthy 00:30:00 Plating for the At Home Chef 00:30:00 Perfect Chefs Choose A Speciality 00:30:00 Finding Local Cooking Classes 00:30:00 How Can You Become a Professional Chef 00:30:00 The Physical Qualities of the Perfect Chef 00:15:00 The Importance of Testing Recipes 00:15:00 The Chefs Important Baking Tools 01:00:00 The Learning Curve To Becoming The Perfect Chef 00:15:00 The Job of a Professional Chef 00:30:00 The Mix of Sweet, Spicy and Savory 00:30:00 The Perfect At Home Chef 00:30:00 The Perfect Chef Opens A Restaurant 00:15:00 The Physical Demand of Being a Chef 00:15:00 Kitchen Management Buying Kitchen Equipment: Tips And Tricks To Save Money 01:00:00 The Well Equipped Kitchen 00:15:00 Take Inventory 01:00:00 Be Wary Of The Latest Trends 01:00:00 Inexpensive Vs. Cheap 00:15:00 Needing Vs. Wanting 01:00:00 Comparison Shopping 01:00:00 How To Find The Best Deals 01:00:00 Secrets Of Outdoor Cooking Recipes 01:00:00 Once A Month Cooking Recipes 00:15:00 Mother's Day Cooking Made Easy 01:00:00 Mardi Gras Cooking Cajun Style 00:30:00 Learn To Cook Italian Food On Vacation 01:00:00 Cooking With A Dutch Oven 01:00:00 Recipes Of Italian Vegetarian Cooking 01:00:00 Home Cooking Network: An Array Of Recipes 00:30:00 America's Home Cooking: The Television Program 01:00:00 A Wonderful Experience With Outdoor Cooking Burners 00:30:00 Cooking For Sunday Dinner 01:00:00 Healthy Cooking Oils 01:00:00 Cooking Cajun Food 01:00:00 Paula's Home Cooking Recipes 00:30:00 The Importance Of Eating A Healthful Vegetarian Diet 01:00:00 Italian Food On A Date 00:30:00 The History Of Pasta In Italian Food 01:00:00 Review Of Different Vegetarian Cooking Shows 00:30:00 Italian Cooking Brochutto 01:00:00 Cooking Christmas Cookies 01:00:00 Back To Beginning For President's Day Cooking 00:30:00 Microwave Bacon Cooking Equipment 00:30:00 Cheap Italian Food In Milan 01:00:00 Chinese Cooking Wok 01:00:00 7 Useful Cooking Tips And Hints 01:00:00 Down Home Cooking 00:30:00 Italian Cooking School 00:30:00 Cooking Games 00:30:00 Italian Cooking Recipes 00:30:00 French Cooking Holidays 00:30:00 Managing Restaurant Food Business Basics 01:00:00 Put Together Your Business Concept 00:30:00 Identify your Target Market 00:30:00 Identify Your Competition 00:30:00 Write A Mission Statement 00:30:00 Downline Basics 00:30:00 Equipment And Supplies 00:30:00 Marketing And Quality Control 00:30:00 Wrapping Up 00:15:00 Recipes Recipe - I 01:00:00 Recipe - II 01:00:00 Recipe - III 01:00:00 Recipe - IV 01:00:00 Recipe - V 01:00:00 Recipe - VI 00:10:00 Recipe - VII 00:10:00 Recipe - VIII 00:12:00 Recipe - IX 00:10:00 Recipe - X 00:15:00 Recipe - XI 00:30:00 Recipe - XII 00:30:00 Recipe - XIII 00:15:00 Recipe - XIV 00:30:00 Recipe - XV 00:30:00 Recipe - XVI 00:10:00 Recipe -XVII 00:15:00 Recipe -XVIII 00:15:00 Recipe -XIX 00:13:00 Recipe -XX 00:10:00 Recommended Reading Recommended Reading: Professional Cooking, Kitchen and Restaurant Management 00:00:00 Mock Exam Mock Exam- Professional Cooking, Kitchen and Restaurant Management 00:20:00 Final Exam Final Exam- Professional Cooking, Kitchen and Restaurant Management 00:20:00

The Healthcare Assistant course promotes health, safety and well-being in care settings. The fundamental purpose of care assistance is to enhance the quality of life. This course also discusses how Commercial enterprises prioritize financial profit in order to maintain their valuation and viability. To fulfill its responsibility to society, health care must concentrate on generating social profit. If you want to make a career as a health care assistant, Our Healthcare Assistant course will guide you toward success. Healthcare-assistant workers can be found in a wide range of contexts, from mental health to children's services. As a healthcare-assistant worker, you'll work under the supervision of a care professional, supporting them and helping patients on their journey back to good health. The Healthcare Assistant course provides students with a thorough understanding of care assistant practices and procedures, physical and mental health disorders, and legal responsibilities. Developing the necessary skills and knowledge to advance and improve students' medical careers in care support, this course is very important. The Healthcare Assistant course helps students to gain a thorough understanding of care assistants in the UK. There are many types of health care assistants, each with different roles and responsibilities. In the care sector, a caregiver supporter may work as a primary caregiver to patients, in an emergency room, or even as part of a surgical team. They may work with children, the elderly, or any age in between. Our Healthcare Assistant course will teach you the fundamental, practical skills required for obtaining a successful career as a Health care Assistant. A Social caregiver or a certified assistant provides practical and emotional support to many people. This course analyzes and researches the responsibilities and duties of the care worker which makes them capable of being qualified enough to work for humans as well as work professionally as a certified healthcare assistant. A Healthcare Assistant is someone who can work in various areas related to patient care and treatment in both public and private care facilities. The support staff's role is to aid healthcare professionals in diagnosing, treating, and caring for patients. The Healthcare Assistant course prepares students to work in the care support industry by providing students with detailed knowledge, accurate understanding and skills. Learning Outcomes: After completing this Healthcare Assistant course, learner will be able to: Gain a thorough understanding of UK's healthcare system Understand healthcare assistant's responsibilities Understand confidentiality & patient health records Understand NHS records management Understand health and safety risks in the healthcare sector Understand hygiene in nursing Gain a solid understanding of infection control in healthcare setting Understand mobility and immobility Understand medical jargon and terminology Understand the impact of covid-19 on mental health and human rights Gain in-depth knowledge of quality in health and social care Why Choose Healthcare Assistant Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the course. ***Others Benefits of this Healthcare Assistant Course Free One PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Unlimited Retake Exam [ Note: Free PDF certificate as soon as completing the course] The Healthcare Assistant course will help you navigate the healthcare framework and gain the knowledge you need to succeed. Healthcare assistance is a dynamic field in the care industry, with care supporters working in a variety of settings as part of multidisciplinary health care teams. From The Healthcare Assistant course, students will understand the responsibilities of a caregiver's responsibilities ranging from administration to medical treatment. We leave no stone unturned, and whether you are ready to take The Healthcare Assistant course to improve your career or simply want to improve your current skills, we will assist you every step of the way. Through The Healthcare Assistant course, you will also gain in-depth knowledge about NHS records management. It also includes step-by-step instructions on how to administer prescription-only medicines, read product labels, keep patient records, and much more. Doctors and care assistants are equally important. They play a key role in the NHS. Healthcare-assistants work alongside nurses, midwives, and other health professionals to provide care to patients. The job is crucial for patient comfort. By attending to patients' basic but essential needs, care assistants can have a significant impact on their comfort and well-being. This Healthcare Assistant course is designed to provide you with a thorough understanding of how to do these tasks effectively. This Healthcare Assistant course will teach you about health and safety responsibilities, patient mobility and immobility issues in nursing, infection control, and how to maintain hygiene in nursing. This course includes adapting to working as a Healthcare Assistant in various health-care settings, maintaining medical records, and several legal, professional standards, and ethical aspects of health care. So, enroll today. Detailed course curriculum of *** Healthcare Assistant *** Module 1: Introduction to the UK Healthcare System An Overview of the UK Healthcare System History of the UK Healthcare System Trends and Developments Current Healthcare systems in the UK Healthcare Systems in Different Regions of the UK The Top Healthcare Carriers in the UK People With Special Needs Reinsurance in the UK Healthcare Services Categories of Healthcare Services Module 2: Healthcare Assistant's Responsibilities What is a Healthcare-Assistant? Healthcare-Assistant Duties and Responsibilities Module 3: Confidentiality & Patient Health Records Confidential Patient Information Disclosing and Using Confidential Patient Information Patient Consent to Disclosing The Confidentiality Model Legal Considerations Patient Confidentiality and Covid-19 Disclosure of Deaths Due to Coronavirus Accessing and Sharing Patient Health Records Access to Deceased Patients' Health Records NHS Constitution and Policy Background Electronic Health Records Summary Care Records NHS Data and Cyber Security Patient Data, Apps and Artificial Intelligence (AI) Cross-border Data Sharing After Brexit Module 4: NHS Records Management Management and Organisational Responsibility Policy and Strategy Record Creation Information Quality Assurance Record-Keeping Record Maintenance Scanning Appraisal of Records Module 5: Health And Safety Risks In The Healthcare Sector Roles And Responsibilities What Should Be Considered Before Starting The Risk Assessment? The Risk Assessment Risk Assessment of Potential Occupational Exposure To Infection Risk of Blood-borne Infections Risk of Airborne Infection Risk of Direct And Indirect Contact Infection Module 6: Hygiene In Nursing Hygiene Morning & Evening Care Personal Hygiene Nurse's Role in Personal Hygiene Oral Hygiene Oral Hygiene for Independent Patients Oral Hygiene for Dependent Patients Oral Hygiene for Unconscious Patients Bed Bath Care Of Hands, Feet & Nails Module 7: Infection Control in Healthcare Setting What are HCAIs? Risk Factors for HCAIs HCAIs: Key Policy Issues Some Recent Initiatives on HCAIs Policy Initiatives in Other Countries Overview Module 8: Mobility and Immobility The Basic Concept of Mobility & Immobility Identifying Mobility Issues and the Need for Assistance Assistive Devices Early Mobility Protocols Module 9: Medical Jargon and Terminology Common Anatomy Term Common Pathology Term Module 10: The Impact of Covid-19 on Mental Health and Human Rights International Human Rights Obligations Updated Guidance on Human Rights During the Pandemic Covid-19 And the Effect on Mental Health in the UK Module 11: Quality in Health and Social Care Improving Quality and Delivering Better Outcomes Quality Is Complex and Systemic Setting The Bar on Quality Continuously Improving Quality A Culture That Puts Patients First Summary Of Tools and Levers Spotting The Early Signs of Failure Judging When There Has Been a Quality Failure Responding When Things Go Wrong Assessment Method After completing each module of the Healthcare Assistant, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Once you complete all the modules in this manner, you will be qualified to request your certification. Certification After completing the MCQ/Assignment assessment for this Healthcare Assistant, you will be entitled to a Certificate of Completion from Training Tale. It will act as proof of your extensive professional development. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This course is ideal for anyone who wants to boost their career as a Healthcare Assistant officer and gain relevant skills. The course is suitable for anyone interested in gaining in-demand Healthcare-Assistant proficiency to help them explore a career as a Healthcare Assistant personnel or improve their Health care Assistant aptitude. Requirements There are no specific requirements for Healthcare Assistant course because it does not require any advanced knowledge or skills. Students who intend to enrol in this course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Career path The knowledge you will gain through Healthcare Assistant course may lead you to a variety of career opportunities. Such as: Healthcare Assistant: £9.05 - £13.00 per hour Healthcare Solicitor: £70,000 - £90,000 per annum Nursing Assistant: £11.22 per hour Support Worker: £10.50 - £20.00 per hour Certificates Certificate of completion Digital certificate - Included

Learn to efficiently use Midjourney, an AI image-generation tool sweeping the globe. Generate images with artificial intelligence (AI) in a revolutionary way using text prompts or simple drawing tools. So, join this course and let's get your first idea on the screen!

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

Graphic designing is perfect for people who are interested in arts and computer. To learn how to produce good quality graphic designs, you need to learn about color theories, presentations, and photo-editing programs. You can learn from this Professional Diploma in Graphic Design that experts in graphic designing have a lot of opportunities. Individuals who possessed the right artistic and computer skills will succeed in graphic designing which you trained in this course. Please Note: All the Videos of Live classes are recorded and are included in the course. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Professional Diploma in Graphic Design has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Professional Diploma in Graphic Design is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. You will have unlimited access to the course and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at any time. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £50,000. The sky really is the limit. Course Curriculum Advanced Theory Semester Week 1: Lesson 1 FREE 00:56:00 Week 1: Lesson 2 01:00:00 Week 2: Lesson 1 01:02:00 Week 2 : Lesson 2 01:03:00 Week 3: Lesson 1 01:01:00 Week 3: Lesson 2 01:01:00 Week 4: Lesson 1 00:51:00 Week 4: Lesson 2 00:51:00 Semester Final Exam - Advanced Theory 00:20:00 Professional Creation Semester Week 1: Lesson 1 00:57:00 Week 1: Lesson 2 01:00:00 Week 2: Lesson 1 00:56:00 Week 2: Lesson 2 00:58:00 Week 3: Lesson 1 01:00:00 Week 3: Lesson 2 01:04:00 Week 4: Lesson 1 00:56:00 Week 4: Lesson 2 00:58:00 Semester Final Exam - Professional Creation 00:20:00 Career Semester Week 1: Lesson 1 00:44:00 Week 1: Lesson 2 00:58:00 Week 2: Lesson 1 00:12:00 Week 2: Lesson 2 00:47:00 Week 3: Lesson 1 00:51:00 Week 4: Lesson 1 01:03:00 Week 4: Lesson 2 01:03:00 Semester Final Exam - Career Semester 00:20:00

Painting is a medium of expression. People have been expressing their hidden feelings and emotions through spreading colours on the canvas. Diploma in canvas painting is designed for people who have basic knowledge and skills in drawing. This course will provide you with the knowledge you require before creating any painting piece. It will teach you about the uses of the different kind of watercolours, oils, acrylics etc. it will also introduce you to the different brushes that are used in this course. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Professional Canvas Painting Diploma has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Professional Canvas Painting Diploma is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. All our courses offer 12 months access and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £25,500. The sky really is the limit. Course Curriculum Chapter 01 Painting 101 00:30:00 Chapter 02 Understanding Paints 00:30:00 Chapter 03 Choosing Your Brushes 00:30:00 Chapter 04 Color Your World 00:30:00 Chapter 05 Light Sources in Painting 00:30:00 Chapter 06 What type of painter are you? 00:30:00 Chapter 07 Choosing A Subject 01:00:00 Chapter 08 Setting Up Your Studio 00:30:00 Chapter 09 Art Supply Resources 01:00:00 Chapter 10 Clean Up Time 00:30:00 Chapter 11 Free Art Lessons 01:00:00 Chapter 12 Take Care of Your Creation 00:15:00 Chapter 13 Pay Attention to Detail 01:00:00 Chapter 14 Enjoy Your Subject 01:00:00 Chapter 15 Frequently Asked Questions 00:30:00 Chapter 16 Art Schools 00:30:00 Chapter 17 Museums of Fine Art 00:15:00 Chapter 18 One Final Word 01:00:00 Mock Exam Mock Exam - Professional Canvas Painting Diploma 00:20:00 Final Exam Final Exam - Professional Canvas Painting Diploma 00:20:00

If you are looking forward to go professional for baby sleep consultancy, getting this Certified Baby Sleeping Guideline will be very beneficial for you. This course will train you to address key issues including health, family situation, environment, dietary requirements, timing, culture and sleep associations which could be creating disturbed sleep patterns before moving onto sleep training. You will also learn how to develop and produce sleep plans which assess a child's sleep needs holistically. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Certified Baby Sleeping Guideline has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Certified Baby Sleeping Guideline is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. All our courses offer 12 months access and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £18,800. The sky really is the limit. Course Curriculum Guide to Baby Sleeping Everything You Need To Know About Baby Sleeping 00:15:00 3 Best Organic Baby Sleeping Bags 00:30:00 All About Baby Sleeping Bags 00:30:00 Baby Sleeping and Intimacy 00:30:00 5 Steps To Get Your Baby To Sleep 00:30:00 Organic Baby Sleeping Linens 00:15:00 5 More Tips To Get Your Baby To Sleep 00:30:00 Baby Sleeping and Family 00:15:00 Allergies and Baby Sleeping 00:30:00 Baby Sleeping For You 00:15:00 Baby Sleeping For New Dads 00:30:00 Enough is Enough Baby Sleeping 00:30:00 Refusing to Sleep 01:00:00 3 Great Companies for Baby Sleeping Sacks 00:30:00 Teething and Baby Sleeping 00:30:00 5 Great Habits for Baby Sleeping 01:00:00 Organic Baby Sleeping 00:30:00 Baby Sleeping Techniques 00:30:00 The 5 S's To Baby Sleeping 00:30:00 The Controlled Crying Technique 00:30:00 Home Remedies For Baby Sleeping 00:30:00 How To Put Your Child To Bed Easily 01:00:00 Is Baby's Sleeping Affecting Other Children? 00:15:00 Multiple Bedtimes 00:30:00 SIDS 01:00:00 Mock Exam Mock Exam - Certified Baby Sleeping Guideline 00:20:00 Final Exam Final Exam - Certified Baby Sleeping Guideline 00:20:00

This GRI, IEMA & CPD course is geared for busy professionals who want to understand how to proceed and create a 1st Class GRI Standards Sustainability Report and have a plan for immediate sustainability action without wasting time.