3305 Project Management courses

A workshop designed specifically for healthcare professionals to meet the standards of the NHS Serious Incident Framework. The day will provide clinical leaders with practical skills to enable them to undertake a root cause analysis and develop an action plan in order to improve quality and safety in their clinical setting.

Risk Management : Risk Assessment Diploma provides an excellent opportunity to gain the skills and knowledge you'll need to advance in your career. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Risk Management : Risk Assessment Diploma will provide you with the right CPD Accredited proficiency that you'll need to succeed.Gain experience online and interact with experts. This can prove to be the perfect way to get notice by a prospective employer and stand out from the crowd. This course has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. All of our courses have interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes.. Why choose Risk Management : Risk Assessment Diploma? Opportunity to boost your CV/Resume with CPD accredited proficiency Student ID card with amazing discounts - completely for FREE! (Postal charges will be applicable for international delivery) Instant results upon completion of each assessment Certificates available in both PDF and hard copy format Interactive, high-quality course content with 24/7 online access Full tutor support and learning assistance included. ****Course Curriculum**** Here are the topics you will cover on the Course. ***Risk Management : Risk Assessment Diploma*** Module 1: Introduction to Compliance Module 2: Five basic elements of compliance Module 3: Compliance Management System (CMS) Module 4: Compliance Audit Module 5: Compliance and Ethics Module 6: Risk and Types of Risk Module 7: Introduction to Risk Management Module 8: Risk Management Process Assessment Process Once you have finished the learning stages in the course, your abilities will be assessed by an automated multiple-choice question session, after which you will receive the results immediately. CPD 4 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Risk Management : Risk Assessment Diploma has been professionally-designed for motivated learners who are looking to add a new skill to their CV and stand head and shoulders above the competition. Learn the latest industry-specific information with the Risk Management : Risk Assessment Diploma. Enrol on the Risk Management : Risk Assessment Diploma and learn a new professional skill from anywhere, at any time! Requirements Enrol on the Risk Management : Risk Assessment Diploma with no formal entry requirements! If you have a passion for knowledge and want to learn something new, register on the Risk Management : Risk Assessment Diploma without any delay. We only ask that all students have a passion for learning and literacy, and be over the age of 16. Complete the Risk Management : Risk Assessment Diploma online from your computer, tablet, or smartphone, and learn in a way that suits you. Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

If you want to clean up your act and clarify how to clean at a higher level, you've come to the right place. Our Cleaning Certificate program goes beyond just how to vacuum and effectively shows you how to clean a home from top to bottom. Our top-notch curriculum and detailed instruction plan were created by an industry expert and covered everything related to cleaning skills. You won't miss a thing. Interested? Home-keeping has always been challenging. With our different levels of certificates, you'll learn the tricks and secrets to being a professional cleaner. In addition, certificates improve your resume, making your home-cleaning service more valuable to your clients! Learning Outcomes The Cleaning Certificate is designed to help you develop the skills and knowledge required to enter the cleaning field. We cover topics such as cleaning equipment, products and clothing; bathroom and toilet cleaning; de-greasing and carpet cleaning; as well as dealing with non-routine waste and chemical safety. The course is not limited to a single industry but covers cleaning in all aspects of a business. Why Prefer Us? With well-researched course materials and instructor-guided videos, we'll teach you everything you need to know to become a cleaner. Earning your Cleaning Certificate is now easier than ever! With our online-only course, there's no preparation time spent in the classroom, Our innovative and engaging content keeps you relatively entertained while studying. CPDQS accredits our course, and you'll earn a certificate recognized internationally. As a bonus, you'll receive a free student ID card worth £10! Free Assessments 24/7 Tutor Support. Whether you want to change careers and pursue a career as a Cleaning Technician or want to boost your prospects of finding a higher-paying or more fitting career, studying for and gaining the skills in Cleaning couldn't be easier. The Level 5 Certificate in Cleaning course will provide you with the skills and an understanding of the legal requirements necessary to start and operate a successful cleaning business. The course is designed to give you a good grounding in the law, as well as introduce you to all aspects of personal, social and economic aspects of running a business successfully. Finally, prepare for your Level 5 Certificate In Cleaning exam by studying the module contents and reading through the mock exam before sitting the actual exam. *** Course Curriculum *** Here is the curriculum breakdown for this course: Module 01: Introduction Module 02: The Diversity of Cleaning Jobs Module 03: Equipment, Products and Clothing Module 04: House Cleaning Module 05: Food Kitchen and Commercial Kitchen Cleaning Module 06: Bathrooms and Toilets Module 07: Office Cleaning Module 08: External Surfaces and Areas Module 09: Dealing with Non-Routine Waste Module 10: Chemical Safety, Keyholding and Alarm Codes for Cleaners Module 11: Starting a Cleaning Business and Planning for it Module 12: Running the Business with Quality Service Module 13: Customer Satisfaction Module 14: Management of Staff Module 15 Marketing, Advertising and Sales Module 16: Expansion Management Module 17: Business Insurance, Tax and Additional Equipment Assessment Process Once you have completed all the modules in the Level 5 Certificate in Cleaning course, you can assess your skills and knowledge with an optional assignment. Certificate of Completion The learners have to complete the assessment of this Level 5 Certificate in Cleaning course to achieve the CPDQS accredited certificate. Digital Certificate: £10 Hard Copy Certificate: £29 (Inside UK) Hard Copy Certificate: £39 (for international students) CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is open to anybody: Interested in the topic, whether it be for personal reasons or professional development. Needing training and knowledge to learn more about cleaning. Regardless of whether they have prior skills or no experience. Worried that they are not capable of fully cleaning an area or house. Wanting to learn both the methods and mindset needed to clean like an expert. Requirements You will not need any prior background or expertise to enrol in this course. Career path By completing the Level 5 Certificate in Cleaning training, you will be able to significantly demonstrate your acquired cleaning abilities and knowledge. And can give you an advantage in career progression, job applications, and personal mastery in this area. Specialist cleaning, Senior managerial Supervisory role. Starting your own cleaning business.

Course Overview DISC is an acronym of the four typical behavioral styles of Dominance Influence, Steadiness and Conscientiousness; as categorised by psychologist William Moulton Marston. Martson's DISC model is a behaviour assessment tool used in psychology, which provides a method for identifying predictable actions.  In this Understanding DISC Behavioural Styles course, you will explore the four behavioural styles of DISC in detail. It will also teach you about the importance of emotional intelligence and how to use the DISC styles to effectively communicate with others. By the end of this course, you will also have an understanding of your own DISC behavioural style, and how to develop more flexible personality traits. This best selling Understanding DISC Behavioural Styles has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Understanding DISC Behavioural Styles is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Understanding DISC Behavioural Styles is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Understanding DISC Behavioural Styles is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Understanding DISC Behavioural Styles, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Understanding DISC Behavioural Styles will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Understanding DISC Behavioural Styles to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.  Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.

Ignite your dynamic career and strengthen your deep insight knowledge by signing up for Enterprise Risk & Crisis Management. This course is the ideal approach for you to obtain a thorough understanding and knowledge of the subject. We are concerned about the progression of your career. Therefore, after conducting extensive studies and consulting with experienced personnel, we formulated this outstanding Enterprise Risk & Crisis Management course to improve your pertinent skills. In this easy-to-digest course, you will get exclusive training, which will enable you to stand out in this competitive market. However, the course covers all of the recent materials in order to keep you up to date with the job market and make you a good fit for your career. This top-notch Enterprise Risk & Crisis Management course curriculum comprises basic to advanced levels of modules that will increase your skill sets. After completing this programme, you will attain the productivity to succeed in your organisation. So, if you are eager to see yourself in a gratifying career, then enrol in the course today! What will Make You Stand Out? On completion of this Enterprise Risk & Crisis Management online course, you will gain: CPD QS Accredited course After successfully completing the Course, you will receive a FREE PDF Certificate as evidence of your newly acquired abilities. Lifetime access to the whole collection of learning materials. Enroling in the Course has no additional cost. 24x7 Tutor Support You can study and complete the course at your own pace. Course Curriculum Enterprise Risk & Crisis Management Module 01: Introduction to Risks and Risk Analysis Module 02: Process of Risk Analysis and Management Module 03: Corporate of Risk Management Module 04: Managing Financial Risks Module 05: Introduction to Crisis and Crisis Management Module 06: Crisis Response and Communication Module 07: Incidents Management and Emergency Response Plan Module 08: Crisis Management Team Module 09: Post Crisis Phase Show off your new skills with a certificate of completion. After successfully completing the course, you can order your CPD Accredited Certificates as proof of your achievement absolutely free. Please Note: The delivery charge inside the U.K. is £4.99, and international students have to pay £8.99. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Is This Course the Right Option for You? This Enterprise Risk & Crisis Management course is open to everybody. You can access the course materials from any location in the world and there are no requirements for enrolment. Requirements Without any formal requirements, you can delightfully enrol in this Enterprise Risk & Crisis Management course. Just get a device with internet connectivity and you are ready to start your learning journey. Thus, complete this course at your own pace. Career path The aim of this exclusive Enterprise Risk & Crisis Management course is to help you toward your dream career. So, complete this course and enhance your skills to explore opportunities in relevant areas.

Embark on a transformative journey with our course, 'Applied Behaviour Analysis (ABA) for Autism Spectrum Disorders.' This program is your gateway to understanding and applying the potent principles of ABA to empower individuals with Autism Spectrum Disorder (ASD). Dive into a world where compassion meets science, and learn how to make a profound impact on the lives of those affected by ASD. Our immersive curriculum guides you through every facet of ABA, equipping you with the skills and knowledge to bring about positive change. In this course, you'll start with an in-depth exploration of ASD, gaining insight into its nuances and challenges. As you progress, you'll master the foundational elements of ABA, learning to assess, evaluate, and develop effective behavioural strategies. Discover how to nurture skill acquisition while addressing challenging behaviours, and witness the remarkable transformations that result. Whether you aspire to be a practitioner, educator, or advocate, this course is your conduit to making a real difference in the world of ASD. Learning Outcomes Comprehend the intricacies of Autism Spectrum Disorder (ASD) and its impact on individuals and their families. Proficiently apply the foundational principles of Applied Behaviour Analysis (ABA) to design effective interventions. Conduct comprehensive assessments and evaluations to tailor ABA strategies to individual needs. Implement behavioural techniques to facilitate skill acquisition, fostering independence and development. Employ ABA interventions to address and reduce challenging behaviours, improving the quality of life for individuals with ASD. Why buy this Applied Behaviour Analysis (ABA) for Autism Spectrum Disorders? 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 Applied Behaviour Analysis (ABA) for Autism Spectrum Disorders for? Aspiring Behaviour Analysts and Therapists Educators and Special Education Professionals Parents and Caregivers of Individuals with ASD Healthcare and Mental Health Practitioners Advocates and Anyone Passionate About Making a Difference. Career path Behaviour Analyst: £30,000 - £60,000 Special Education Teacher: £25,000 - £45,000 Speech and Language Therapist: £30,000 - £50,000 Clinical Psychologist: £35,000 - £70,000 Autism Support Specialist: £25,000 - £45,000 School Counselor: £30,000 - £50,000 Prerequisites This Applied Behaviour Analysis (ABA) for Autism Spectrum Disorders does not require you to have any prior qualifications or experience. You can just enrol and start learning. This course 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 Module 1: Introduction to Autism Spectrum Disorder (ASD) Introduction to Autism Spectrum Disorder (ASD) 00:19:00 Module 2: Foundations of Applied Behavior Analysis (ABA) Foundations of Applied Behavior Analysis (ABA) 00:19:00 Module 3: Assessment and Evaluation in ABA Assessment and Evaluation in ABA 00:20:00 Module 4: Behavioural Strategies for Skill Acquisition Behavioural Strategies for Skill Acquisition 00:20:00 Module 5: Behavioural Strategies for Reducing Challenging Behaviours Behavioural Strategies for Reducing Challenging Behaviours 00:15:00 Module 6: ABA Interventions for Communication and Social Skills ABA Interventions for Communication and Social Skills 00:15:00 Module 7: ABA Interventions for Daily Living and Self-Help Skills ABA Interventions for Daily Living and Self-Help Skills 00:16:00 Module 8: Transitioning and Maintenance of ABA Interventions Transitioning and Maintenance of ABA Interventions 00:19:00

Venture into the realm of IT service excellence with the ITIL Practitioner course, where the chronicles of Information Technology Infrastructure Library (ITIL) come to life. This immersive educational experience is tailored to enlighten enthusiasts on the intricate tapestry of IT Service Management (ITSM) and the Continuous Service Improvement (CSI) model that stands at the heart of ITIL practices. From the foundational bricks of principles and themes, the course ascends to the strategic nuances of Organizational Change Management (OCM), ensuring participants grasp the transformative nature of IT services. The curriculum delves into the mechanisms that fortify communication as a catalyst for service enhancement. Learners are equipped with the proficiency to employ metrics and measurement as a compass for ITSM efficacy. As the narrative progresses, the course unravels the synthesis of CSI within the broader ITIL framework, beckoning participants to not just witness but also weave the future of IT services and their governance. Learning Outcomes Understand the core principles of ITIL and ITSM, including the CSI model. Develop insights into effective Organizational Change Management. Learn to foster impactful communication strategies within IT service management. Acquire the ability to measure and utilize metrics for IT service enhancement. Integrate CSI strategies effectively within ITIL and organizational practices. Why choose this ITIL Practitioner 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 ITIL Practitioner course for? IT professionals seeking to expand their ITIL knowledge. Managers overseeing IT service management teams. Change agents responsible for implementing IT service improvements. Individuals aspiring to integrate ITIL practices within their organizations. Analysts focused on service management metrics and performance. Career path ITIL Practitioner: £35,000 - £60,000 IT Service Manager: £40,000 - £70,000 Change Manager: £45,000 - £65,000 ITIL Consultant: £50,000 - £75,000 Quality Assurance Manager: £40,000 - £60,000 Performance Analyst: £30,000 - £50,000 Prerequisites This ITIL Practitioner does not require you to have any prior qualifications or experience. You can just enrol and start learning.This ITIL Practitioner 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 Introduction to ITIL Practitioner Course Introduction 00:14:00 ITSM & Continual Improvement Learning Objectives 00:06:00 Selecting a Management System 00:11:00 Systems Thinking 00:13:00 The 4Ps 00:13:00 Communication & Management Systems 00:14:00 Organizational Capabilities 00:10:00 Adopt, Adapt & Realize 00:15:00 Outside-in vs Inside-out Thinking 00:11:00 Defining a Service 00:05:00 Metrics & Measurement 00:06:00 Improvement, the Practitioner & CSI 00:10:00 Driving IT Service Management Summary 00:15:00 Checkpoint 00:16:00 Principles & Themes Learning Objectives 00:04:00 Principles 00:24:00 Themes 00:09:00 Principles & Themes in Practice 00:08:00 Principles & Themes Summary 00:03:00 Checkpoint 00:07:00 Organizational Change Management (OCM) Learning Objectives 00:02:00 Role & Impact of OCM on Improvement 00:07:00 OCM Activities 00:16:00 OCM & Systems Thinking 00:06:00 OCM Summary 00:06:00 Checkpoint 00:10:00 Effective Communication to enable CSI Learning Objectives 00:01:00 Value, Importance & Benefit of Good Communication 00:05:00 Principles of Communication 00:11:00 Role of Influence 00:07:00 Communication Summary 00:05:00 Checkpoint 00:09:00 Use Metrics & Measurement Learning Objectives 00:02:00 CSFs, KPIs & Improvement 00:18:00 Analyze CSFs & KPIs in Context 00:09:00 Assessments 00:04:00 Use Metrics & Measurement Summary 00:05:00 Design a Report 00:07:00 Checkpoint 00:07:00 CSI Approach Learning Objectives 00:02:00 It Depends 00:09:00 Approach Deconstructed 00:25:00 Goal Question Metric (GQM) Approach Introduction 00:08:00 CSI Approach Summary 00:05:00 Checkpoint 00:06:00 Integrating CSI with ITIL & Beyond Learning Objectives 00:01:00 CSI Approach for the ITIL Practitioner 00:07:00 CSI Approach in ITIL 00:25:00 CSI Approach, PRINCE2 & RESILIA 00:06:00 Integrating CSI with ITIL & Beyond Summary 00:03:00 Checkpoint 00:06:00 Workbooks Workbooks - ITIL Practitioner - Video Training Course 00:00:00 Assignment Assignment - ITIL Practitioner 00:00:00

Learning From Agile Transformation Journey In this talk, Evelyn will be sharing her experience and insights gained from her decade of experience supporting organizations to transform. Through Ericsson Global Transformation Support Centre, she grew internal coaching capabilities and helped organizations of different sizes to transform. She developed deep insights on agile transformation strategy, agile leadership and transformation tactics at different levels, through her hands-on coaching experience working with different technology, architecture, structure and culture.Some highlights of her talk include: agile transformation patterns, transformation strategy, internal organic transformation, importance of agile leadership and product ownership, and some other learnings that will surely lead to some concrete takeaway messages for you to advance you and your Agile transformation to the next level. This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.

Overview This comprehensive course on Diploma in Lean Leadership and Change Management will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Diploma in Lean Leadership and Change Management comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. 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 Diploma in Lean Leadership and Change Management. It is available to all students, of all academic backgrounds. Requirements Our Diploma in Lean Leadership and Change Management is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 7 sections • 81 lectures • 06:40:00 total length •Why 00:04:00 •What 00:04:00 •Curriculum 00:05:00 •How 00:04:00 •What is Culture: 00:06:00 •Culture Drivers: 00:08:00 •Resources: 00:05:00 •Activity 1: 00:03:00 •House of Lean: 00:03:00 •Evolution: 00:04:00 •Shingo: 00:09:00 •Honda: 00:09:00 •Activity 2: 00:02:00 •JIT: 00:07:00 •Kanban: 00:08:00 •Continuous Improvement and Leadership: 00:04:00 •Waste Intro: 00:10:00 •Forms of Waste 1: 00:06:00 •Management Waste: 00:07:00 •Activity3: 00:02:00 •Scientific Method: 00:07:00 •Gemba Walk: 00:06:00 •Heijunka: 00:05:00 •Visual Display: 00:07:00 •Activity 4: 00:02:00 •Kaizen: 00:06:00 •Lean Leadership Intro: 00:07:00 •The Mind of the Lean Leader: 00:04:00 •The Mind of the Lean Leader - Transitions: 00:07:00 •Lean Leadership1. External Challenge: 00:06:00 •Lean Leadership 2. Internal Challenge: 00:06:00 •Activity 5: 00:02:00 •Lead WSA: 00:02:00 •Be the Model: 00:03:00 •Coach Others: 00:07:00 •Motivation: 00:04:00 •Reinforce Your Strategy: 00:04:00 •Activity 6: 00:01:00 •Intrinsic Reinforcement: 00:08:00 •Paths to Lean: 00:05:00 •How You Change: 00:03:00 •Design Thinking: 00:08:00 •Design Process: 00:09:00 •Capability Analysis: 00:05:00 •Charter: 00:05:00 •Activity 7: 00:02:00 •Design Team: 00:06:00 •Discovery: 00:06:00 •Discover the Process: 00:07:00 •Dream: 00:07:00 •Design technical: 00:07:00 •Design Structure: 00:08:00 •Social Design: 00:06:00 •Activity 8: 00:03:00 •VON Case Study: 00:10:00 •WSA Summary: 00:04:00 •Activity 9: 00:02:00 •Why Teams: 00:06:00 •Types of Teams: 00:06:00 •Team Charter: 00:05:00 •Team Maturity: 00:05:00 •Team Roles and Responsibilities: 00:05:00 •Team Agenda: 00:05:00 •Activity 10: 00:02:00 •Facilitation 1: 00:06:00 •Facilitation 2: 00:04:00 •Team Scoreboard: 00:07:00 •Activity 11: 00:01:00 •Map Team's Work: 00:03:00 •Attitudes: 00:05:00 •Five Whys: 00:03:00 •PDSA 1: 00:04:00 •PDSA 2: 00:04:00 •PDCA example: 00:01:00 •Activity 12: 00:01:00 •A3: 00:06:00 •Standard Work: 00:05:00 •Leader Standard Work: 00:04:00 •Activity 13: 00:02:00 •Summary: 00:03:00 •Additional Study Materials: Diploma in Lean Leadership and Change Management: 00:00:00

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