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This comprehensive, hands-on course empowers beginners with essential web development skills. From HTML, CSS, and JavaScript to GitHub and Bootstrap, master the tools of the trade. Learn to build, style, and deploy websites effortlessly. No prior knowledge of programming or web development is needed.

Overview This Tutorial For Inkscape - Learn Vector Graphics Design course will unlock your full potential and will show you how to excel in a career in Tutorial For Inkscape - Learn Vector Graphics Design. So upskill now and reach your full potential. Everything you need to get started in Tutorial For Inkscape - Learn Vector Graphics Design is available in this course. Learning and progressing are the hallmarks of personal development. This Tutorial For Inkscape - Learn Vector Graphics Design will quickly teach you the must-have skills needed to start in the relevant industry. In This Tutorial For Inkscape - Learn Vector Graphics Design Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Tutorial For Inkscape - Learn Vector Graphics Design skills to help you advance your career. Acquire a comprehensive understanding of various Tutorial For Inkscape - Learn Vector Graphics Design topics and tips from industry experts. Learn in-demand Tutorial For Inkscape - Learn Vector Graphics Design skills that are in high demand among UK employers, which will help you to kickstart your career. This Tutorial For Inkscape - Learn Vector Graphics Design course covers everything you must know to stand against the tough competition in the Tutorial For Inkscape - Learn Vector Graphics Design field.  The future is truly yours to seize with this Tutorial For Inkscape - Learn Vector Graphics Design. Enrol today and complete the course to achieve a Tutorial For Inkscape - Learn Vector Graphics Design certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Tutorial For Inkscape - Learn Vector Graphics Design course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Tutorial For Inkscape - Learn Vector Graphics Design course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Tutorial For Inkscape - Learn Vector Graphics Design course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Tutorial For Inkscape - Learn Vector Graphics Design is suitable for anyone aspiring to start a career in Tutorial For Inkscape - Learn Vector Graphics Design; even if you are new to this and have no prior knowledge on Tutorial For Inkscape - Learn Vector Graphics Design, this course is going to be very easy for you to understand.  And if you are already working in the Tutorial For Inkscape - Learn Vector Graphics Design field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Tutorial For Inkscape - Learn Vector Graphics Design course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Tutorial For Inkscape - Learn Vector Graphics Design course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Tutorial For Inkscape - Learn Vector Graphics Design course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Tutorial For Inkscape - Learn Vector Graphics Design course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Introduction Introduction 00:02:00 The user interface 00:05:00 Your first tools! Draw your first object 00:04:00 Saving your work and exporting 00:03:00 Select and transform objects 00:04:00 Dealing with multiple objects 00:07:00 Let's color it! - the basics of color usage 00:09:00 Shape and path 00:08:00 Groups and basic drawings 00:07:00 Learn more tools! Edit path by nodes 00:12:00 Another view on colors 00:06:00 Gradients 00:07:00 Going for the 3D look - gradients and blur 00:09:00 Clipping and masking 00:01:00 Working with text 00:11:00 Layers 00:04:00 Guidelines, rulers, align and distribute 00:06:00 Being a bit more creative! The spray tool 00:08:00 The pencil tool - create custom brushes 00:08:00 Sculpt tool 00:05:00 Pattern along path 00:05:00 Filters and extensions 00:04:00 Import photos and tracing 00:08:00 How to create patterns 00:06:00 Blending modes 00:06:00 Put everything together! Create a Christmas card 00:04:00 Draw a funny elf character 00:18:00 Finish your character and create falling snow 00:15:00 Finalize and export your drawing 00:01:00 What's newin Inkscape 0.91? Why Inkscape 0.91 What is new 00:05:00 New way to deal with gradients! 00:04:00 Powerstroke and the symbol library 00:05:00 Tip and tricks Change canvas color 00:04:00 Use Find and replace to manage multiple objects 00:06:00 Tips for creating a good pattern 00:06:00 How to create mandala 00:06:00 Bonus lecture - check this out! 00:01:00

A medical secretary is responsible for ensuring that a doctor's office runs smoothly so that patients receive the best possible care. A medical secretary must understand office organisation and standard procedures to provide this secretarial support. They should also be able to use medical terminologies fluently. This coursewill teach you about the medical secretarial profession and the skills needed to do the job successfully. This coursewill teach you about the roles and responsibilities of a medical secretary. You will also learn various medical secretary skills, including an effective filing system, medical transcription, medical writing, maintaining medical records, an appointment system, and more. Furthermore, this comprehensive Medical Secretary & Receptionist will teach you the critical concepts of patient confidentiality and other legal aspects of the healthcare industry. Learning Outcomes After completing this course, learner will be able to: Understand the fundamentals of the National Health Service. Understand the roles and responsibilities of a medical secretary. Know how to organise schedules and manage appointment systems. Gain a clear understanding of the Law, Ethics and Medicine. Gain a thorough understanding of the effective filing system in medical offices. Familiarise yourself with the concept of patient confidentiality and its dos and don'ts. Become skilled at controlling and ordering stocks and supplies. Gain in-depth knowledge of Medical Terminology and Clinical Aspects. Know the importance of health and safety in the healthcare sector. Have a solid understanding of Complementary Medicine Why Choose Diploma in Medical Receptionist and Secretary from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Medical Secretary & Receptionist 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 this Course. **Courses are included in this Medical Secretary & Receptionist Bundle Course Course 01: Medical Secretary & Receptionist Course 02: Dealing With Difficult People Course 03: Communication Skills Course Course 04: Level 5 Proofreading & Copy Editing Course 05: Level 2 Customer Service Course 06: Level 1 Certificate in Well-being Course 07: Mental Health Support Worker Course 08: Workplace Stress Management Course 09: Level 2 Award in Job Search and Interview Skills Course 10: Anger Management ***Others Included of this Bundle Course Free 10 PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate as soon as completing the course ] Detailed course curriculum of the Medical Secretary & Receptionist: Module 1: The National Health Service History Structure of the NHS The NHS Plan Resource Allocation Delivering Care Mental Health Services Public Health The NHS, the Regions and Devolution Module 2: Patient (Customer) Care The Medical Receptionist Putting Patient First Complaints Within the Health Service The Complaints Procedure Patient and Public Involvement Patient's Rights Access to Health Care Total Quality in Medical Practice Customer Care: Involving Patients and the Public Module 3: Communication Report Writing Electronic Mail & Mobile Phones: Text Messages Telephone Skills People Skills - Face to Face Meeting Performance Review & Counselling The Practice Leaflet & Hospital Information Leaflets Networking Module 4: Law, Ethics and Medicine Medical Ethics and Etiquette Doctor's Duties Patient's Right The Regulatory Bodies and Their Role Legal Aspects Certification Health and Safety at Work Module 5: Health & Safety in a Clinical Environment First Aid at Work Hazardous Substances The NHS National Patient Safety Agency (NPSA) Hepatitis & AIDS Fire Precautions Clinical Risk Management Coping With Aggression & Violence Module 6: Practical Reception Skills in General Practice Record Keeping and General Administration Information Technology Module 7: The Hospital Service The Patient's Route Through the Hospital Outpatient Appointments Admissions from the Waiting List Accident and Emergency Admissions Home From Hospital Support Day Cases and Ward Attendees Hospital Team Clinical Audit Star Ratings What is a Medical Record? Cases Notes Master Index Filing Room or Records Library Medical Records Procedure for Departments Retention of Records Destruction of Medical Records The Role of the Secretary in the Hospital Module 8: Private Medicine Private Clinic or Hospital The Secretary In Private Practice Module 9: Forms, Fees and Finances in General Practises Contracting Finance Practice Income Scotland Wales Northern Ireland Module 10: Using Information Technology Computers in General Practice Electronic Medicine Computers in Hospitals Maintaining Security Module 11: Medical Terminology and Clinical Aspects Pathology and X-ray Examinations Prescribing and Drugs Nurse Prescribing New Developments in Pharmacy Module 12: Audit, Health Economics and Ensuring Quality for the Medical Receptionist and Secretary Audit Health Economics and Cost-effective Medicine Private Finance Initiative Clinical Governance National Institute for Clinical Excellence (NICE) National Clinical Assessment Service (NCAS) National Service Framework (NSF) Patient Surveys Module 13: Complementary Medicine Acupuncture Alexander Technique Aromatherapy Chiropractic Homoeopathy Hydrotherapy Hypnotherapy Osteopathy Reflexology ------------------- ***Communication Skills Course*** Module 01: Introduction to Communication Module 02: The Communication Skills Module 03: Different Types of Communication Module 04: Different Methods of Communication Module 05: Styles of Communication Module 06: Barriers to Communication Module 07: Assessing Communication Competence: Relevant Criteria Module 08: Seven Actions for Effective Communication Module 09: Do's and Don'ts of Effective Communication ------------------- ***Level 1 Certificate in Well-being*** Module 01: Introduction to Stress and Stress Management Module 02: Develop an Awareness of Mental Health Module 03: Develop an Awareness of Substance Misuse Module 04: Introductory Awareness of the Importance of Healthy Eating and Drinking for Adults Module 05: Dementia Awareness ------------------- ***Level 5 Proofreading & Copy Editing*** Module 01: An Overview of Proofreading Module 02: Use of the Style Guide Module 03: Spelling and Grammar Module 04: Paper-based Proofreading Module 05: On the Screen Proofreading Module 06: Basics of Copy Editing Module 07: Copy Editing - the Use of Language Module 08: Copy Editing - Checking Accuracy and Facts Module 09: Copy Editing - Legal Checks Module 10: Career Development ------------------- ***Dealing With Difficult People*** Module 01: Difficult People and Their Difficult Behaviour Module 02: Communicating With Difficult People Module 03: Standing Up to Difficult People Module 04: A Quick Guide to the Seven Classically Difficult Types Module 05: Dealing with Bosses Who Drive You Barmy Module 06: Colleagues to Throttle Module 07: Dealing With Impossible People Module 08: The Temper Tantrum Type ------------------- ***Level 2 Award in Job Search and Interview Skills*** Module 01: Preparing to Achieve Own Job Goals Module 02: Promoting Yourself and Preparing for a Job Interview ------------------- ***Level 2 Customer Service*** Module 1: Introduction to Customer Service Module 2: Understanding the Organisation Module 3: Prepare to Deliver Excellent Customer Service Module 4: Communication in the Customer Service Role Module 5: Understand Customers ------------------- ***Mental Health Support Worker*** Module 01: An Overview of Mental Health Module 02: Mental Health Support Worker Module 03: Understanding Childhood and Adolescent Psychiatric Disorders Module 04: Understanding Stress and Anxiety Disorders Module 05: Understanding Schizophrenia Module 06: Understanding Personality Disorders Module 07: Understanding Mood Disorders Module 08: Understanding Eating & Sleeping Disorders Module 09: Understanding Self-Harm and Suicide Module 10: Treating Mental Illness with Medication and Therapy Module 11: Laws Related to Mental Health Module 12: Mental Health System Module 13: The Participation of the Service User ------------------- ***Workplace Stress Management*** Module 01: Workplace Stress Module 02: Rational and Irrational Beliefs Module 03: The ABC Framework of REBT Module 04: Cognitive Therapy (CT) Module 05: Cognitive Behavioural Therapy (CBT) in the Workplace Module 06: Conclusion ------------------- ***Anger Management*** Module 01: Introduction to Anger Module 02: The Process in Anger Module 03: Effect of Anger on Our Thinking Module 04: How to Manage Anger ------------------- Assessment Method After completing each module of the Medical Secretary & Receptionist, 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 Medical Secretary & Receptionist, 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? Medical Secretary & Receptionist is ideal for Health Care Professionals who work and will be working in healthcare settings such as hospitals, clinics, and healthcare facilities. Requirements 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 After completing this Medical Secretary & Receptionist, you will have developed a set of skills necessary for career advancement and will be able to pursue a variety of job opportunities, including - Medical Receptionist Medical Secretary Healthcare Administrator GP Receptionist Patient Coordinator Certificates Certificate of completion Digital certificate - Included

Description Are you interested to learn how to build user interface? Do you work as a user interface designer? If so, take a look at our React 16 and Redux Training course. Its precise contents will help you in understanding all you need to know about React 16 and Redux effectively. React 16 is an updated JavaScript library works to build user interface in different stage. It provides you with effective mental model so that you can build astonishing user interface efficiently. The React 16 and Redux Training course is designed to teach you the basic functions of React 16. It instructs you how to develop apps providing the knowledge with portals, context API, errors boundaries, and the use of less code to write. The course also introduces you to the important features of React such as user-friendly DOM to build UI design, different algorithm to test without starting a headless browser, and different framework for the development. However, the aim of the course is to teach you the core concepts of React to make you an efficient UI designer. Assessment: This course does not involve any MCQ test. Students need to answer assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Once the answers are submitted, the instructor will check and assess the work. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? React 16 and Redux Training is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our React 16 and Redux Training is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Getting Started VS Code Setup FREE 00:03:00 How to get source code for each lecture 00:01:00 Create React App using create-react-app cli 00:02:00 Creating Nested React Elements 00:08:00 Creating Nested Elements in React 00:08:00 How React uses React Elements to Create Virtual DOM 00:01:00 What is DOM 00:03:00 What is Virtual DOM 00:05:00 Create Nested Components in React 00:05:00 Creating Components in React 00:06:00 Adding Props Validations in React Component 00:03:00 Create Nested Components in React 00:05:00 Create State in React Component 00:08:00 Update State using events and custom methods 00:08:00 Iterate Array and render the components 00:06:00 Pass function as props from Parent to Child Componenty 00:09:00 Convert React Components to JSX 00:09:00 Module Summary 00:01:00 Data Flow in React Components State in React Component 00:05:00 Shallow Merging with setState 00:06:00 Use props, PropTypes and defaultProps in React Component 00:06:00 Communicate with Parent and Child Component 00:07:00 Module Summary 00:01:00 Component LifeCycle Methods in React What are LifeCycle Methods in React Component 00:01:00 Types and Phases of LifeCycle Methods 00:04:00 LifeCycle Mounting Methods in Action 00:09:00 LifeCycle Updating Methods in Action 00:07:00 Error Handling with componentDidCatch 00:08:00 Hacker news App - Building Components Setup React Application 00:03:00 Add Bootstrap to React Application 00:01:00 Create Mock Restful API with Json-Server 00:07:00 Send HTTP Request in React using axios 00:06:00 Iterate Array and render the components 00:06:00 Add Bootstrap Card to render List Items 00:07:00 Creating Header Component 00:06:00 Error Handling with Custom ErrorMessage Component 00:07:00 Adding Loading Spinner 00:04:00 React Context API Introduction to React Context API 00:04:00 React Context API in Action 00:16:00 Create Reducer to update the State in React Context 00:09:00 Create new Action to Handle Errors 00:02:00 Working with Forms in React Creating Controlled Component 00:03:00 Adding State to the Form 00:06:00 Save new record by sending Http Request 00:14:00 Creating Reusable Component for Input FormControl 00:07:00 Adding Form Validations in React and Bootstrap 00:08:00 Add Routing in React using React-Router Add Link Navigations using React-Router 00:04:00 Redirect after submitted new Record 00:01:00 Creating NotFound Component 00:02:00 Creating new Component to Edit the Record 00:14:00 State Management with Redux Setting up Redux into React application 00:10:00 Connect React Component to Redux 00:07:00 Delete the Record from the ReduxStore 00:07:00 Add Record to ReduxStore 00:05:00 Consuming Http Rest API using Async Action Creators Create Async Action to fetch records from the API 00:07:00 Create Async Action to delete records from the API 00:01:00 Create Async Action to add new Record 00:01:00 Async Action to fetch single record 00:09:00 Async Action to update the Link 00:04:00 Integrating React and Redux with Firebase Creating Database on Firebase 00:04:00 Fetching data from firebase collection in react component 00:12:00 Delete document from firebase collection with react 00:04:00 Add document in firebase collection with react 00:03:00 Update document from firebase collection 00:12:00 Firebase Authentication with React and Redux User Registration in React and Firebase 00:09:00 Logout User 00:15:00 User Login with Firebase and React 00:04:00 Apply Authentication on private Routes 00:07:00 Display error notification in React 00:06:00 Deploy React Application to Firebase 00:05:00 Bonus: ES6 crash course var scoping 00:04:00 understanding let 00:01:00 Examples of const 00:01:00 More use cases of let and const 00:04:00 Introduction to Arrow functions 00:02:00 Examples on Arrow functions 00:03:00 Destructring Objects 00:04:00 Destructring Arrays 00:03:00 Destructring Function Arguments 00:02:00 Course Certification Order your Certificate 00:00:00

A medical secretary is responsible for ensuring that a doctor's office runs smoothly so that patients receive the best possible care. A medical secretary must understand office organisation and standard procedures to provide this secretarial support. They should also be able to use medical terminologies fluently. This Medical Receptionist & Secretary course will teach you about the medical secretarial profession and the skills needed to do the job successfully. This course will teach you about the roles and responsibilities of a medical secretary. You will also learn various medical secretary skills, including an effective filing system, medical transcription, medical writing, maintaining medical records, an appointment system, and more. Furthermore, this comprehensive Medical Receptionist & Secretary course will teach you the critical concepts of patient confidentiality and other legal aspects of the healthcare industry. Learning Outcomes After completing this course, learner will be able to: Understand the fundamentals of the National Health Service. Understand the roles and responsibilities of a medical secretary. Know how to organise schedules and manage appointment systems. Gain a clear understanding of the Law, Ethics and Medicine. Gain a thorough understanding of the effective filing system in medical offices. Familiarise yourself with the concept of patient confidentiality and its dos and don'ts. Become skilled at controlling and ordering stocks and supplies. Gain in-depth knowledge of Medical Terminology and Clinical Aspects. Know the importance of health and safety in the healthcare sector. Have a solid understanding of Complementary Medicine Why Choose Medical Receptionist & Secretary Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Medical Receptionist & Secretary 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 this course. **Courses are included in this Medical Receptionist & Secretary Course Course 01: Medical Receptionist & Secretary Course 02: Dealing With Difficult People Course 03: Report Writing Course ***Others Included of Medical Receptionist & Secretary Course Free 3 PDF Certificate Access to Content - Lifetime Exam Fee - Totally Free Free Retake Exam [ Note: Free PDF certificate as soon as completing the course ] Detailed course curriculum of the Medical Receptionist & Secretary Course: Module 1: The National Health Service History Structure of the NHS The NHS Plan Resource Allocation Delivering Care Mental Health Services Public Health The NHS, the Regions and Devolution Module 2: Patient (Customer) Care The Medical Receptionist Putting Patient First Complaints Within the Health Service The Complaints Procedure Patient and Public Involvement Patient's Rights Access to Health Care Total Quality in Medical Practice Customer Care: Involving Patients and the Public Module 3: Communication Report Writing Electronic Mail & Mobile Phones: Text Messages Telephone Skills People Skills - Face to Face Meeting Performance Review & Counselling The Practice Leaflet & Hospital Information Leaflets Networking Module 4: Law, Ethics and Medicine Medical Ethics and Etiquette Doctor's Duties Patient's Right The Regulatory Bodies and Their Role Legal Aspects Certification Health and Safety at Work Module 5: Health & Safety in a Clinical Environment First Aid at Work Hazardous Substances The NHS National Patient Safety Agency (NPSA) Hepatitis & AIDS Fire Precautions Clinical Risk Management Coping With Aggression & Violence Module 6: Practical Reception Skills in General Practice Record Keeping and General Administration Information Technology Module 7: The Hospital Service The Patient's Route Through the Hospital Outpatient Appointments Admissions from the Waiting List Accident and Emergency Admissions Home From Hospital Support Day Cases and Ward Attendees Hospital Team Clinical Audit Star Ratings What is a Medical Record? Cases Notes Master Index Filing Room or Records Library Medical Records Procedure for Departments Retention of Records Destruction of Medical Records The Role of the Secretary in the Hospital Module 8: Private Medicine Private Clinic or Hospital The Secretary In Private Practice Module 9: Forms, Fees and Finances in General Practises Contracting Finance Practice Income Scotland Wales Northern Ireland Module 10: Using Information Technology Computers in General Practice Electronic Medicine Computers in Hospitals Maintaining Security Module 11: Medical Terminology and Clinical Aspects Pathology and X-ray Examinations Prescribing and Drugs Nurse Prescribing New Developments in Pharmacy Module 12: Audit, Health Economics and Ensuring Quality for the Medical Receptionist and Secretary Audit Health Economics and Cost-effective Medicine Private Finance Initiative Clinical Governance National Institute for Clinical Excellence (NICE) National Clinical Assessment Service (NCAS) National Service Framework (NSF) Patient Surveys Module 13: Complementary Medicine Acupuncture Alexander Technique Aromatherapy Chiropractic Homoeopathy Hydrotherapy Hypnotherapy Osteopathy Reflexology ------------------- ***GIFT Courses: ------------------- ***Dealing With Difficult People*** Module 01: Difficult People and Their Difficult Behaviour Module 02: Communicating With Difficult People Module 03: Standing Up to Difficult People Module 04: A Quick Guide to the Seven Classically Difficult Types Module 05: Dealing with Bosses Who Drive You Barmy Module 06: Colleagues to Throttle Module 07: Dealing With Impossible People Module 08: The Temper Tantrum Type ------------------- ***Report Writing Course*** Module 01: Introduction to Report Writing Module 02: The Basics of Business Report Writing Module 03: The Practical Side of Report Writing (Part-1): Preparation & Planning Module 04: The Practical Side of Report Writing (Part-2): Collecting and Handling Information Module 05: The Practical Side of Report Writing (Part-3): Writing and Revising Report Module 06: The Creative Side of Report Writing (Part -1): A Style Guide to Good Report Writing Module 07: The Creative Side of Report Writing (Part -2): Improving the Presentation of Your Report Module 08: Developing Research Skills Module 09: Developing Creativity & Innovation Module 10: Develop Critical Thinking Skills Module 11: Interpersonal Skill Development ------------------ Assessment Method After completing each module of the Medical Receptionist & Secretary, 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 Medical Receptionist & Secretary course, 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 Medical Receptionist & Secretary course is ideal for Health Care Professionals who work and will be working in healthcare settings such as hospitals, clinics, and healthcare facilities. Requirements There are no specific requirements for this Medical Receptionist & Secretary 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 After completing this Medical Receptionist & Secretary, you will have developed a set of skills necessary for career advancement and will be able to pursue a variety of job opportunities, including - Medical Receptionist Medical Secretary Healthcare Administrator GP Receptionist Patient Coordinator Certificates Certificate of completion Digital certificate - Included

Embark on a transformative journey into the realm of programming with our Intermediate Python Coding course. Picture yourself delving deeper into the world of Python, a language known for its versatility and efficiency. This course begins with a refresher introduction, setting a solid foundation before advancing to more complex concepts. It's designed not just to teach but to immerse you in the intricacies of Python. From understanding the fundamentals of classes and methods to unraveling the complexities of Object-Oriented Programming (OOP), each section is a step towards mastering this powerful programming language. Whether you're looking to enhance your coding skills for professional growth or personal satisfaction, this course bridges the gap between basic understanding and advanced proficiency. As you progress, you'll explore the sophisticated elements of Python, including inheritance, polymorphism, encapsulation, and abstraction. These concepts are not just taught theoretically; you'll see them come to life through practical applications, especially in the creation of Python games. This hands-on approach ensures that you're not just learning concepts but also applying them in real-world scenarios. The course also delves into Python's extensive libraries as you learn about modules, packages, and data handling with Pandas. Completing the course with error and exception handling, you emerge not just as someone who can code but as a problem-solver who can navigate through challenges and create efficient, elegant solutions. Learning Outcomes Gain a deeper understanding of Python classes, methods, and OOP principles. Develop skills in implementing inheritance, polymorphism, encapsulation, and abstraction in Python. Create interactive Python games and applications to apply coding skills practically. Learn to manage and utilise Python modules, packages, and the Pandas library. Master error and exception handling in Python for robust coding. Why choose this Intermediate Python Coding 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 Intermediate Python Coding course for? Programmers looking to advance from basic to intermediate Python skills. Computer science students seeking a deeper understanding of Python. Software developers aiming to enhance their proficiency in Python. Data analysts and scientists interested in leveraging Python's capabilities. Hobbyists and tech enthusiasts keen on developing Python applications. Career path Software Developer: £30,000 - £60,000 Data Analyst: £25,000 - £50,000 Python Developer: £28,000 - £55,000 Machine Learning Engineer: £32,000 - £70,000 Data Scientist: £35,000 - £75,000 Back-end Developer: £27,000 - £53,000 Prerequisites This Beginner to Intermediate Python Coding does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Beginner to Intermediate Python Coding was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Section 01: Introduction Course Introduction 00:02:00 Course Curriculum 00:05:00 How to get Pre-requisites 00:02:00 Getting Started on Windows, Linux or Mac 00:01:00 How to ask Great Questions 00:02:00 Section 02: Class Introduction to Class 00:07:00 Create a Class 00:09:00 Calling a Class Object 00:08:00 Class Parameters - Objects 00:05:00 Access Modifiers(theory) 00:10:00 Summary 00:02:00 Section 03: Methods Introduction to methods 00:06:00 Create a method 00:07:00 Method with parameters 00:12:00 Method default parameter 00:06:00 Multiple parameters. 00:05:00 Method return keyword. 00:04:00 Method Overloading. 00:05:00 Summary 00:02:00 Section 04: OOPs Object-Oriented Programming Introduction to OOPs 00:05:00 Classes and Objects 00:08:00 Class Constructors 00:07:00 Assessment Test1 00:01:00 Solution for Assessment Test1 00:03:00 Summary 00:01:00 Section 05: Inheritance and Polymorphism Introduction 00:04:00 Inheritance 00:13:00 Getter and Setter Methods 00:12:00 Polymorphism 00:13:00 Assessment Test2 00:03:00 Solution for Assessment Test2 00:03:00 Summary 00:01:00 Section 06: Encapsulation and Abstraction Introduction 00:03:00 Access Modifiers (public, protected, private) 00:21:00 Encapsulation 00:07:00 Abstraction 00:07:00 Summary 00:02:00 Section 07: Python Games for Intermediate Introduction 00:01:00 Dice Game 00:06:00 Card and Deck Game Playing 00:07:00 Summary 00:01:00 Section 08: Modules and Packages Introduction 00:01:00 PIP command installations 00:12:00 Modules 00:12:00 Naming Module 00:03:00 Built-in Modules 00:03:00 Packages 00:08:00 List Packages 00:03:00 Summary 00:02:00 Section 09: Working Files with Pandas Introduction 00:02:00 Reading CSV files 00:11:00 Writing CSV files 00:04:00 Summary 00:01:00 Section 10: Error and ExceptionHandling Introduction 00:01:00 Errors - Types of Errors 00:08:00 Try - ExceptExceptions Handling 00:07:00 Creating User-Defined Message 00:05:00 Try-Except-FinallyBlocks 00:07:00 Summary 00:02:00

This course covers the important topics needed to pass the AWS Certified Data Analytics-Specialty exam (AWS DAS-C01). You will learn about Kinesis, EMR, DynamoDB, and Redshift, and get ready for the exam by working through quizzes, exercises, and practice exams, along with exploring essential tips and techniques.

Duration 5 Days 30 CPD hours This course is intended for This intermediate-level course requires students have incoming experience working with Oracle Database 18 or higher. Overview Working in a hands-on learning environment led by our expert facilitator, you'll explore: The Oracle Database Architecture Query Optimizer Tuning Container Databases and Pluggable Databases Oracle 19c Tuning features Evaluating Execution Plans Oracle Tuning Tools Using Automatic Workload Repository Join Types AWR Using Baselines Additional AWR performance tools Optimizer Statistics Monitoring a Service Bind Variables and database parameters Oracle's Real Application Testing (RAT) SQL Tuning Advisor Automatic Sql Tuning Sql Plan Management Shared Pool Tuning Tuning the database buffer cache Tuning the PGA (Program Global Area) Automatic Memory Management (AMM) Tuning Segment Space Utilization (ASSM) Automatic Storage Management Oracle 19C Database Tuning is an intermediate level course for Oracle database experienced attendees that explores core tuning skills such as Database parameters, SQL Tuning Advisor, SQL Access Advisor, Adaptive SQL plans and more. Overview Oracle Database Architecture Instance Definition Define SGA Define Background Processes Datafile Definition Query Optimizer SQL Parsing Optimizing Terms Optimizing Methods Query Plan Generation Query Plan Control Tuning Container Databases and Pluggable Databases Pluggable tuning parameters Define Container tuning structure Using PDB$SEED Create a new PDB Plug and unplug a PDB Oracle 12c Tuning features Identifying and Using Oracle's Heat Map 12c Compression Levels and Types Evaluating Execution Plans Defining SQL execution plans Automatic Workload Repository Reading execution plans Oracle Tuning Tools Monitoring tools overview Enterprise Manager Dynamic Performance Views Automatic Workload Repository Automatic Database Diagnostic Monitor Sql Tuning Advisor SQL Access Advisor Sql Access Advisor DB operation Tuning DB operation Active Reporting Using Automatic Workload Repository Defining AWR AWR Settings Creating AWR Baselines Metrics, Alerts, and Thresholds Defining Metrics Setting Alerts Setting Corrective Actions User Defined Metrics Metric Dynamic Views Join Types Nested Loops Join Sort Merge join Hash Join and Cartesian Join Equijoins and Nonequijoins Outer Joins Semijoins AWR Using Baselines Creating AWR baselines Creating AWR Repeating baselines Moving Window Baseline Additional AWR performance tools Automatic Maintenance Tasks Segment Advisor Statistics Gathering Automatic Tuning Optimizer Automatic Database Diagnostic Monitor Active Session History (ASH) Optimizer Statistics Optimizer Statistics Overview Table and Index Statistics Statistic Preferences Statistics Gathering e) Locking Statistics, Export/Import Statistics Pending and published statistics Optimizer Hints Optimizer Paths Cost Base Optimization Monitoring a Service Overview of what is an Oracle Service Creating an Oracle Service for Single instance and RAC Monitoring a Service Resource Management and a Service Enterprise Manager and a Service Bind Variables and database parameters Bind variable definition Cursor_sharing parameter Adaptive Cursor Sharing Oracle's Real Application Testing (RAT) Sql Performance Analyzer overview Sql Performance Analyzer Options Database Parameter changes Database version changes Creating SQL Tuning Sets Database Replay Overview Database Replay Configuration Database Replay Options SQL Tuning Advisor SQL Tuning Advisor: Overview SQL Tuning Advisor Limited Mode Sql Tuning Advisor Comprehensive mode Sql Tuning Profiles SQL Access Advisor SQL Access Advisor: Overview Sql Access Advisor options SQL Access Advisor and Sql Tuning Sets Sql Access Advisor and AWR Results and Implementation Automatic Sql Tuning Automatic Sql Tuning Maintenance Task Automatic Tuning Optimization implementation(ATO) Automatic Tuning Optimization Results Enable/Disable Automatic Tuning Optimization Sql Plan Management Sql plan Management and baseline overview Enable sql plan management Loading Sql Plan baselines into the SGA Adaptive plan management Shared Pool Tuning Shared pool architecture Shared pool parameters Library Cache Dictionary cache Large pool considerations and contents Tuning the database buffer cache Database buffer cache overview Database buffer cache parameters Oracle and Dirty reads and writes Automatic Shared Memory Management (ASMM) Buffer Cache goals and responsibility Buffer Cache pools Tuning the PGA (Program Global Area) PGA Overview PGA Database Parameters Temporary Segments Temporary Tablespace Sizing the PGA Automatic Memory Management (AMM) Oracle's Automatic Memory Management Overview Database Auto-tuned Parameters Database Non Auto-tuned Parameters Automatic Memory Management Hints and Sizing suggestions AMM versus ASMM Tuning Segment Space Utilization (ASSM) Overview of Automatic Segment Space Management Defining the DB_BLOCK_SIZE Defining DB_nk_CACHE_SIZE parameter The DB_BLOCK_SIZE Parameter Overview of table compression, block chaining, and block migration Automatic Storage Management Overview of ASM Definition of Grid Infrastructure ASM Instance ASM Diskgroups ASM Diskgroup parameters and templates ASMCMD

Piano for Composers Training Course Overview Are you looking to begin your piano career or want to develop more advanced skills in piano? Then this piano for composers online training course will set you up with a solid foundation to become a confident musician and help you to develop your expertise in piano. This piano for composers online training course is accredited by the CPD UK & IPHM. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this piano for composers online training course will set you up with a solid foundation to become a confident musician and develop more advanced skills. 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As one of the leading course providers and most renowned e-learning specialists online, we're dedicated to giving you the best educational experience possible. This piano for composers online training course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience. Who should take this course? This comprehensive piano for composers online training course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of piano. Entry Requirement There are no academic entry requirements for this piano for composers online training course, and it is open to students of all academic backgrounds. As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol. Career path This piano for composers online training course opens a brand new door for you to enter the relevant job market and also provides you with the chance to accumulate in-depth knowledge at the side of needed skills to become flourishing in no time. You will also be able to add your new skills to your CV, enhance your career and become more competitive in your chosen industry. Course Curriculum Introduction Introduction Overview of The Course + Goals Resources Harmony Introduction How to Use This Section Keystones 1564 Einaudi 12 Bar Blues Time Step Down The Sequence 'Lord Chords' Minor 4 Soul 36251 Secondary Dominants Jazz Blues Repertoire Outlines Jamming Transcription Pattern Library Example Outlines Voicing Introduction Inversions Closed & Open Position Doubling, Dropping & Adding 3rds, 6ths & 10ths Grace Notes Harmonizing Melody Rootless Voice Leading Accompaniment Patterns Introduction Block Broken Chords & Arpeggiation | Part 1 Broken Chords & Arpeggiation | Part 2 Alternating Chords Comping Stride Bass Line Rhythm Groove & Loops Introduction to Groove Tempo & Time Strong & Weak Beats Subdivision Swing Imperfection Grace Notes & Ghost Notes Cross Rhythms One Chord Genre Practice Melodic Patterns Flowing Hands Sequences Pentatonics Paired Pentatonics Multi Scales Conclusion Practice & Composing Tips | Pt 1 Practice & Composing Tips | Pt 2 Practice & Composing Tips | Pt 3 Bonus Lecture Recognised Accreditation CPD Certification Service 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. CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. Quality Licence Scheme Endorsed 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. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees.     Certificate of Achievement Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. 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. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

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Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Data Science & Machine Learning with Python course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Data Science & Machine Learning with Python is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Data Science & Machine Learning with Python course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Data Science & Machine Learning with Python Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:04:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using NumPy 00:04:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:06:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Data Science & Machine Learning with Python 00:00:00