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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 Skills 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 Skills 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. This 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 Skills Bundle Course Course 01: Medical Receptionist Skills Course 02: Dealing With Difficult People Course 03: Communication Skills Course Course 04: Level 4 Time Management Course Course 05: Level 5 Negotiation Skills Course Course 06: Level 5 Report Writing Course Course 07: Level 5 Proofreading & Copy Editing ***Others Included of Medical Receptionist Skills Bundle Course Free 7 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 Skills: 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 4 Time Management Course*** Module 1: Basics of Time Management Module 2: Prioritise Your Time Module 3: Organise Your Time Module 4: Using Your Time Efficiently Module 5: Time Management in the Workplace Module 6: Time Management For Students Module 7: Time Management Software Module 8: Create a Value-Based Time Management Plan ------------------- ***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 5 Negotiation Skills Course*** Module 01: An Overview of Negotiation Module 02: How to Prepare For Negotiations Module 03: The Process of Negotiation Module 04: Ways of Developing Persuasion & Influencing Skills Module 05: Ways of Developing Communication Skills Module 06: How to Develop Active Listening Skills Module 07: Comprehending Body Language Module 08: Assertiveness and Self Confidence Module 09: Managing Anger Module 10: Managing Stress Module 11: Negotiation Tactics to Closing a Better Deal Module 12: Ways of Overcoming Sales Objections ------------------- ***Level 5 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 Skills, 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 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 Skills 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 Skills because it does not require any advanced knowledge or skills. Career path After completing this Medical Receptionist Skills, 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

Optimize your business operations with strategic Purchasing & Procurement solutions. Streamline supply chain management, reduce costs, and enhance efficiency. Explore expert insights, best practices, and innovative strategies to elevate your procurement process and drive sustainable growth. Empower your organization with the key to successful procurement practices for a competitive edge in today's dynamic business landscape.

If you are interested in renewable energies and sustainable energy technology? Then this Professional Diploma in Renewable Energy course is ideal for you! This course is intended to enhance your knowledge to make the world a better place by producing energy from renewable resources. Besides, you'll understand various alternative energy resources. You'll be provided with a strong base and information on different types of renewable energies that can be practised for the betterment of the environment. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Professional Diploma in Renewable Energy has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Professional Diploma in Renewable Energy is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. All our courses offer 12 months access and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £37,500. The sky really is the limit. Course Curriculum Professional Diploma in Renewable Energy - Updated Version An Introduction to Sustainable Energy 00:17:00 Solar Energy: Thermal 00:15:00 Solar Energy: Photovoltaics 00:20:00 Wind Energy 00:27:00 Bioenergy 00:26:00 Geothermal Energy 00:22:00 Tidal Energy 00:23:00 Environmental Impacts: A Global and Regional Assessment 00:24:00 Renewable Energy and Sustainable Development 00:22:00 The Future of Renewable Energy in the UK into the 2020s and Beyond 00:20:00 Professional Diploma in Renewable Energy - Old Version Renewable Energy Introduction 00:30:00 What is Renewable Energy? 00:30:00 Types of Renewable Energy 00:15:00 Solar Power 00:30:00 Wind Power 01:00:00 Hydropower 01:00:00 Biofuel 00:30:00 The Possibilities of Renewable Energy 01:00:00 Conclusion 00:15:00 Lowering Energy Cost Introduction 00:15:00 Determining The Current Costs 00:15:00 Cost over Savings Analysis 01:00:00 Getting Started By Finding Your Biggest Needs 01:00:00 Start Small For Big Savings 01:00:00 You're Window Savings 02:00:00 The Fireplace Advantage 01:00:00 Energy Saving Habits to Develop 02:00:00 The Thermostat 01:00:00 Energy Star: Understanding What It is 02:00:00 Outside the Home: Landscaping For Energy Benefits 01:00:00 Alternative Sources of Fuel 01:00:00 The Energy Efficient New Home 00:30:00 Conclusion 00:15:00 Being Environmentally Friendly Introduction 01:00:00 Energy at Home 01:00:00 Reduce the Use of Paper Products 01:00:00 Transportation 01:00:00 Lawn Care & Organic Gardening 01:00:00 Additional Tips for a Greener You! 01:00:00 Let's Recap! 01:00:00 Recycle It! 01:00:00 Renewable Energy Applications Government Incentives 01:00:00 Renewable Energy Is Key to Fighting Climate Change 01:00:00 Energy Audits 01:00:00 LEED 01:00:00 BREEAM 01:00:00 EPC 01:00:00 How to Choose Your Renewable Energy Sources 01:00:00 The Advantages and Disadvantages of Renewable Energy 01:00:00 Solar Geometry 01:00:00 Solar Chimney 00:30:00 Solar Wall 00:30:00 PV/Thermal 00:10:00 Passive Solar Heating 01:00:00 Solar Water Heaters 00:30:00 Solar Photovoltaic Technology Basics 00:30:00 Other Energy Saving Technologies 00:15:00 Underground Thermal Energy Storage (UTES) 00:15:00 Combined Heat and Power 00:15:00 Trigeneration / CCHP 00:15:00 Rainwater Harvesting 00:15:00 Fuel Cell 00:15:00 Earth Duct 00:15:00 Light Pipe 00:15:00 Conclusion 00:15:00 Recommended Reading Recommended Reading: Professional Diploma in Renewable Energy 00:00:00 Mock Exam Mock Exam- Professional Diploma in Renewable Energy 00:30:00 Final Exam Final Exam- Professional Diploma in Renewable Energy 00:30:00

The Fitness Instructor course is designed to provide a deep understanding of the scientific and theoretical aspects of fitness training. Starting with an introduction to the fundamental concepts of fitness training, this course guides you through the critical areas of anatomy and physiology, essential for any aspiring fitness professional.

This comprehensive bundle course is designed to provide our learners with a more in-depth understanding of the financial aspects of business management. By combining these relevant CPD courses, they will be fully equipped with the essential skills to manage business accounts effectively and with confidence. Develop a broad understanding of business organisations and all areas of business operations with this beginner's Business Management course. This comprehensive training course is designed to help learners familiarise with the stages of the business process life cycle, the critical practices of business process management. It covers relationship, meeting and change management, helping learners to develop their skills in problem-solving and critical thinking. This course is ideal for aspiring business managers, account executives and business analysts. Discover everything you need to know about recording financial transactions and business accounting with our beginner's guide to Bookkeeping Course. Throughout this course, learners will develop their knowledge of fundamental bookkeeping practices and principles, with an in-depth look at computerised and manual bookkeeping systems. Key topics include ledgers and the different types of ledgers, preparing a trial balance, coding, balance sheets and PNL accounting. This course includes practical training for a wide range of bookkeeping roles. Learning Outcomes of The Business Management & Bookkeeping Training: Learn the fundamental principles and practices of business process management Gain a solid understanding of each stage within the business process life cycle Equip yourself with the essential skills required for successful project management Understand the importance of critical thinking for problem-solving in business Get step-by-step guidance on how to manage business meetings efficiently Familiarise with the benefits and processes of manual & computerised bookkeeping Learn how to prepare, trial balances, balance sheets and financial reports Fast track your career in bookkeeping with an internationally-recognised certificate Understand the basics of profit and loss (PNL) accounting and taxation Develop your understanding of cost coding and the different coding systems Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Who is this course for? This 2-in-1 bundle course is ideal for aspiring business managers and those who are not yet in a bookkeeping role and wish to develop their practical skills and knowledge to improve their career prospects in this sector. It is suitable for a wide range of bookkeeping roles and entry-level roles within the financial sector. Career Path On successful completion, learners will have a fundamental knowledge of bookkeeping for better business management, which will open doors for them in roles such as: Business Manager Bookkeeper Junior Accountant Financial Analyst Internal Auditor

The food you consume plays a crucial role in how you look and feel. In particular, nutrition has the most significant impact on your fitness and health improvement. This Nutrition Certification Masterclass for the Correct Dieting & Meal Planning course aims to teach everything you need to know to reach your dieting goals, build muscle, lose fat, and lead a healthy lifestyle. In this course, you will learn about proper superfoods nutrition, and explore all the steps included in setting up and following through with your diet. You will also explore different kinds of diet plans and nutritional supplements that work best. This course will be ideal for anyone interested in learning more about dieting and nutrition for better meal planning, and healthy cooking, which will help with weight loss, building muscle and boosting your general well-being. Learning Outcomes: Explore the universal principles of how to build muscle through understanding the power of nutrition. Learn everything about proper superfoods nutrition, meal planning, and healthy eating. Discover useful techniques to get the most out of your diet. Understand the fundamentals of healthy dieting, such as protein, carbs, calories, fat, vitamins & minerals. Discover various ways to establish a healthy lifestyle and eating habits as a way to improve your general health. Create a diet that is tailored to your needs and lifestyle. Learn what, when, and how much you should eat for optimal body composition. Build more muscle and lose fat faster by optimising your meal plan and following some useful tips and techniques. Understand what improves immunity and energy levels and how to measure your weekly muscle gains. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Nutrition Certification Masterclass for the Correct Dieting & Meal Planning has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Nutrition Certification Masterclass for the Correct Dieting & Meal Planning is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. You will have unlimited access to the course and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £25,600. The sky really is the limit. Course Curriculum Introduction Welcome To The Course & What You Will Learn FREE 00:04:00 Get to Know Your Instructor 00:03:00 Meal Planning Basics Meal Planning Explained 00:00:00 Calories Explained 1455 00:04:00 Micronutrients Introduction 00:01:00 Protein Explained 00:05:00 How much protein do you need to consume per day 00:04:00 Fats explained 00:03:00 How Much Fat Should You Eat Per Day 00:04:00 Carbohydrate Explained 00:08:00 Macronutrients Explained 00:00:00 The Different Types of carbs 00:05:00 How Much Carbs should you eat per day 00:03:00 Meal Timing Intro 2 copy 00:01:00 Protein Timing 00:14:00 Carbohydrate Timing 00:05:00 Fat Timing 00:10:00 Pre-Workout Meal 00:04:00 Post Workout Meal 00:07:00 What About the Anabolic Window 00:01:00 Food Composition Introduction 2 copy 00:11:00 Protein Composition 00:02:00 Carbohydrate Composition 00:03:00 Fat Composition 00:01:00 Supplements Top 3 Beginner Supplements 00:04:00 How to Use Protein Powder When, How Much & With What 00:11:00 How to Use Creatine When,How Much & With What 00:04:00 Other Supplements to consider 00:11:00 Setting Up Your Diet How To Determin Your Optimal Calorie Intake 2 00:08:00 How to Track Calories 00:13:00 Determining Protein Intake 00:06:00 Determining Carb Intake 00:02:00 Determining Fat Intake 00:01:00 What About the Ramaining Calories 00:02:00 Determining Meal Structure 00:03:00 Quality Protein Sources 00:01:00 Quality Carbs Sources 00:01:00 Quality Sources Of Fat 00:01:00 Adjusting Your Diet For Weigh Loss & Muscle Gains Adjusting You Diet For Weight Gain 00:04:00 Adjusting Your Diet For Weight Loss 00:05:00 Cheat Days and Cheat Meals 00:05:00 Post Workout Shake 00:02:00 Healthy Dieting Healthy Dieting Intro copy 00:01:00 Dieting myth #1 Carbs are bad for you 00:02:00 Dieting Myth #2 Fat is bad for you 00:02:00 Dieting Myth #3 Protein is bad for you 00:04:00 Dieting Myth #5 Avoid Salt At All Cost 00:01:00 Dieting Myth #6 Eat several small meals throughout the day to lose weight 00:01:00 Dieting Myth #7 Diet Foods Will Lead To Weight Loss 00:01:00 Red Meat Always Causes Cancer 00:03:00 Common Diets Intro Copy 00:01:00 Common Dieting Trends Explained Common Diets Intro Copy 00:01:00 Gluten Free Diet Explained 00:03:00 Paleo Diet Explained 00:04:00 Low Carb Diet Explained 00:03:00 Intermittend Fasting Explained 00:03:00 Vegan Diet Explained 00:05:00 Micronutrients Micronutrients Introduction 00:01:00 Vitamin A 00:02:00 Vitamin B 00:01:00 Vitamin C 00:01:00 Vitamin D 00:02:00 Vitmain E 00:01:00 Vitamin K 00:01:00 Calcium 00:02:00 Magnesium 00:01:00 Phosphorus 00:01:00 Potassium 00:01:00 Sodium 00:01:00 Copper 00:01:00 Iron 00:01:00 Zinc 00:02:00 Water 00:04:00 More Dieting Tips & Strategies Intro Specific dieting tips and strategies 00:01:00 5 Best Supplements to Boost Your Immune System 00:03:00 How to Read a Nutrition Label 00:03:00 How to Do You Own Research 00:04:00

Overview of Data Science & Machine Learning with Python Join our Data Science & Machine Learning with Python course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Data Science & Machine Learning with Python course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Data Science & Machine Learning with Python course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Data Science & Machine Learning with Python Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Data Science & Machine Learning with Python. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. 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

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