27979 Development courses in Edinburgh delivered Online

Overview In the realm of public health, Epidemiology in Public Health stands as the sentinel of population wellbeing. The UK's commitment to public health is evident, with the government allocating £3.9 billion to public health services in 2019/20. This Epidemiology in Public Health course unveils the intricate world of disease patterns and health determinants, equipping you with the tools to safeguard communities. As the UK faces evolving health challenges, from emerging infectious diseases to chronic conditions, the demand for skilled epidemiologists continues to rise. The Office for National Statistics reports that life expectancy improvements have slowed since 2011, highlighting the crucial need for epidemiological insights. This course delves into the core principles of Epidemiology in Public Health, from understanding disease occurrence to analysing outbreaks. You'll master the art of study design, measure risk with precision, and grasp the epidemiological concept of population. Join us in the pursuit of public health excellence, where Epidemiology in Public Health becomes your lens to view and transform the health landscape. Whether you're tracking epidemics or preventing diseases, this Epidemiology in Public Health course will be your cornerstone in shaping a healthier future. In this Epidemiology Course, you will: Sharpen your skills to help you advance your career. Acquire a comprehensive understanding of various related topics and tips from industry experts. Learn in-demand knowledge and skills in high demand among UK employers, which will help to kickstart your Epidemiology in Public Health Course career. Enrolling in the Epidemiology in Public Health Course can assist you in getting into your desired career faster than you ever imagined. So, without further ado, start now! Process of Evaluation After studying the Epidemiology 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 Epidemiology 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 Epidemiology is suitable for anyone aspiring to start a career in Epidemiology; even if you are new to this and have no prior knowledge on Epidemiology, this course is going to be very easy for you to understand.  And if you are already working in the Epidemiology 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 Epidemiology 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 Epidemiology course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Epidemiology 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 Epidemiology course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Module 01: Understanding Epidemiology Understanding Epidemiology 00:18:00 Module 02: Principles of Epidemiology Principles of Epidemiology 00:20:00 Module 03: Study Design Study Design 00:24:00 Module 04: Disease Occurrence Disease Occurrence 00:19:00 Module 05: Variation in Disease by Time, Place, and Person Variation in Disease by Time, Place, and Person 00:15:00 Module 06: Epidemics and Outbreaks Epidemics and Outbreaks 00:26:00 Module 07: Measures of Risk and Disease Prevention Measures of Risk and Disease Prevention 00:23:00 Module 08: Measures of Disease Frequency Measures of Disease Frequency 00:22:00 Module 09: Role of Epidemiology in Public Health Role of Epidemiology in Public Health 00:17:00 Module 10: The Epidemiological Concept of Population The Epidemiological Concept of Population 00:22:00 Assignment Assignment - Epidemiology 00:00:00

Overview As healthcare services expand in the UK, so does demand for skilled phlebotomy technicians to collect blood safely and effectively. Over 9 million blood tests were done by NHS last year alone. Our comprehensive phlebotomy course covers all the key principles and techniques aligned with industry standards so you can kickstart your career in this growing field. Learn blood composition, selection of equipment, techniques like venipuncture and dermal puncture, and implementation of quality guidelines - everything you need for professional blood collection. Join the thousands building expertise through our online phlebotomy course. Begin your rewarding career and play a key role in the healthcare ecosystem today! Phlebotomy! In this Phlebotomy & Blood Collection Procedure course, you will: Describe the role and principles of phlebotomy Identify the components of blood and their functions Select and prepare appropriate phlebotomy equipment Perform routine venipunctures safely Manage complications and assess patient variables Execute accurate dermal punctures Apply quality guidelines in phlebotomy Understand special blood collection procedures Implement infection control protocols 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 Phlebotomy & Blood Collection Procedure 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 Phlebotomy & Blood Collection Procedure 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 Phlebotomy & Blood Collection Procedure 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 Phlebotomy & Blood Collection Procedure is suitable for anyone aspiring to start a career in Phlebotomy & Blood Collection Procedure; even if you are new to this and have no prior knowledge on Phlebotomy & Blood Collection Procedure, this course is going to be very easy for you to understand.  And if you are already working in the Phlebotomy & Blood Collection Procedure 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 Phlebotomy & Blood Collection Procedure 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 Phlebotomy & Blood Collection Procedure course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Phlebotomy & Blood Collection Procedure 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 Phlebotomy & Blood Collection Procedure course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Phlebotomy & Blood Collection Procedure Module 01: Introduction to Phlebotomy 00:18:00 Module 02: Blood Circulation, Function, and Composition 00:28:00 Module 03: Phlebotomy Equipment 00:17:00 Module 04: Routine Venipuncture 00:25:00 Module 05: Venipuncture Complications and Pre-Examination Variables 00:27:00 Module 06: Dermal Puncture 00:15:00 Module 07: Quality Assessment and Management in Phlebotomy 00:20:00 Module 08: Special Blood Collection Procedure 00:16:00 Module 09: Infection Control and Risk Management 00:20:00 Assignment Assignment - Phlebotomy & Blood Collection Procedure 00:00:00

Overview This comprehensive course on Journal Therapy Course will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Journal Therapy Course comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Journal Therapy Course. It is available to all students, of all academic backgrounds. Requirements Our Journal Therapy Course is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 1 sections • 10 lectures • 03:10:00 total length •Module 1: Introduction to Journal Therapy: 00:11:00 •Module 2: Writing to Heal: 00:14:00 •Module 3: Journal Therapy as a Treatment Method: 00:23:00 •Module 4: Foundations of Therapeutic Writing: 00:14:00 •Module 5: Structure of Journal Writing: 00:22:00 •Module 6: What People Need to Write: 00:11:00 •Module 7: The Six Windows Model: 00:22:00 •Module 8: Writing to Help You Take Control of Your Own Life: 00:19:00 •Module 9: Therapeutic vs Creative Journaling: 00:24:00 •Module 10: Journaling for a Better Career and Self: 00:30:00

Overview This comprehensive course on Creative Writing Course - Horror will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Creative Writing Course - Horror comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Creative Writing Course - Horror. It is available to all students, of all academic backgrounds. Requirements Our Creative Writing Course - Horror is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 2 sections • 6 lectures • 06:00:00 total length •Lesson One: The History of Horror: 01:00:00 •Lesson Two: Characters and Concepts: 01:00:00 •Lesson Three: Location and Backdrop: 01:00:00 •Lesson Four: Story and Plotting: 01:00:00 •Lesson Five: Writing Issues: 01:00:00 •Lesson Six: Horror Markets: 01:00:00

Overview This comprehensive course on Building Surveyor will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Building Surveyor comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Building Surveyor. It is available to all students, of all academic backgrounds. Requirements Our Building Surveyor is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 19 sections • 18 lectures • 06:52:00 total length •Module 01: Building Survey: An Introduction: 00:22:00 •Module 02: Building Law Principles: 00:28:00 •Module 03: Building Procurement and Contract Administration: 00:50:00 •Module 04: Building Information Modelling: 00:33:00 •Module 05: Building Technology: 00:31:00 •Module 06: The Procedure of Building Survey and Surveys of Historic Buildings: 00:20:00 •Module 07: Beginning of the Survey: Foundation and In-depth Survey in Walls: 00:45:00 •Module 08: Ground Level Investigation: Floors and Investigation Above the Ground: Roofs and Chimneys: 00:24:00 •Module 09: Inspection of Joinery and Woodwork: 00:21:00 •Module 10: Finishes and Surfaces of the Building: 00:17:00 •Module 11: Services Inspection: 00:16:00 •Module 12: Building Pathology: 00:22:00 •Module 13: Building Adaption: 00:36:00 •Module 14: Understanding Work Breakdown Structure: 00:13:00 •Module 15: Report Writing: 00:17:00 •Module 16: Legal Aspects: 00:17:00 •Recommended Readings - Building Surveyor Training: 00:00:00 •Optional Assignment - Building Surveyor Training: 00:00:00

Overview This comprehensive course on Creative Writing Course - Thriller will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Creative Writing Course - Thriller comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Creative Writing Course - Thriller. It is available to all students, of all academic backgrounds. Requirements Our Creative Writing Course - Thriller is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 1 sections • 12 lectures • 05:45:00 total length •Introduction to Writing the Thriller: 00:30:00 •The Thriller: Form and Function: 00:30:00 •Writing the Thriller: Lesson One: 00:30:00 •Writing the Thriller: Lesson Two: 00:30:00 •Exercise 1 - Building Your Thriller: 00:15:00 •Writing the Thriller: Lesson Three: 00:30:00 •Exercise 2 - Building Your Thriller: 00:30:00 •Writing the Thriller: Lesson Four: 00:30:00 •Exercise 3 - Building Your Thriller: 00:30:00 •Writing the Thriller: Lesson Five: 00:30:00 •Exercise 4 - Building Your Thriller: 00:30:00 •Writing the Thriller: Lesson Six: 00:30:00

Overview This comprehensive course on Creative Writing Complete Course will deepen your understanding on this topic.After successful completion of this course you can acquire the required skills in this sector. This Creative Writing Complete Course comes with accredited certification which will enhance your CV and make you worthy in the job market.So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Creative Writing Complete Course. It is available to all students, of all academic backgrounds. Requirements Our Creative Writing Complete Course is fully compatible with PC's, Mac's, Laptop,Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G.There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 22 sections • 105 lectures • 13:54:00 total length •Introduction to Children's Writing: 00:02:00 •Crucial Information: 00:02:00 •Keys to Success: 00:02:00 •A.I.M: 00:04:00 •Getting Ideas: 00:02:00 •Character Creation: 00:02:00 •Characters and Plotting: 00:04:00 •Planning Your Story: 00:03:00 •Storytelling: 00:03:00 •Point of View: 00:04:00 •Technical Writing Issues: 00:04:00 •Story Structure: 00:02:00 •Picture Books 1: 00:03:00 •Picture Books 2: 00:03:00 •Picture Books 3: 00:02:00 •Easy Readers: 00:03:00 •Transition Books: 00:01:00 •Chapter Books: 00:02:00 •Junior Novels: 00:02:00 •Young Adult Fiction: 00:04:00 •Dialogue: 00:05:00 •Show don't Tell: 00:05:00 •Conclusion: 00:02:00 •Introduction to Short Story Writing: 00:06:00 •Who Am I to Run This Course?: 00:06:00 •It's All About Mindset: 00:07:00 •What Tools Do You Need To Succeed?: 00:05:00 •Mental Preparation: 00:06:00 •Time Management: 00:06:00 •Self Belief: 00:02:00 •Goal Setting: 00:01:00 •Subject Matter: 00:04:00 •Genre: 00:07:00 •Scope: 00:02:00 •Getting Ideas: 00:02:00 •The 7-Step Story Generator: 00:02:00 •Characters & Character Creation: 00:03:00 •Creating Protagonists: 00:07:00 •Character Motivation & Interactions: 00:03:00 •Story & Setting: 00:03:00 •The 5-Point Story Structure: 00:02:00 •Style & Tone: 00:02:00 •Point of View & Tense: 00:03:00 •Plotting & The Twist: 00:05:00 •Building a Short Story Template: 00:03:00 •Building a Short Story Template: 00:03:00 •All Hail Scrivener!: 00:04:00 •The Opening Paragraph: 00:03:00 •Fast Writing: 00:05:00 •The Second Draft: 00:04:00 •Polishing: 00:04:00 •It's All About Presentation: 00:04:00 •Dealing With Rejection: 00:02:00 •Rights and Payment: 00:01:00 •Kindle Publishing: 00:04:00 •Conclusion Short Stories: 00:02:00 •Module 1 Part 1 - Getting Ideas and How to Develop Them: 00:30:00 •Module 1 Part 2 - Inspiration and Finding The Time: 00:30:00 •Module 2 - What It Means To Be A Writer: 00:30:00 •Module 3 - Characters: 00:30:00 •Module 4 - Plotting and Story Construction: 00:30:00 •Module 5 - Theme, Templates & Outlining: 00:30:00 •Module 6 - Show Don't Tell: 00:30:00 •Module 7 - Punctuation, Grammar and some Basic Writing Rules: 00:30:00 •Module 8 - Scene Structure, Exposition and Story Rules: 00:30:00 •Module 9 - Chapter Structure, Vision and Focus: 00:30:00 •Module 10 - Fast Writing Without Fear or Censure: 00:30:00 •Module 11 - Editing, Re-writing & Polishing: 00:30:00 •Module 12 - Finishing, Submission & Publication: 00:30:00 •Lesson One: The History of Horror: 01:00:00 •Lesson Two: Characters and Concepts: 01:00:00 •Lesson Three: Location and Backdrop: 01:00:00 •Lesson Four: Story and Plotting: 01:00:00 •Lesson Five: Writing Issues: 01:00:00 •Lesson Six: Horror Markets: 01:00:00 •Introduction to Writing Fantasy: 01:00:00 •Writing Fantasy - Lesson One - Imagining Fantasy: 01:00:00 •Writing Fantasy - Lesson Two - World Building, Maps and Visualization: 01:00:00 •Writing Fantasy - Lesson Three - Characters, Races and Societies: 01:00:00 •Writing Fantasy - Lesson Four - Plotting, Questing and Traveling: 01:00:00 •Writing Fantasy - Lesson Five - Point of View, Artifacts and Magic: 01:00:00 •Writing Fantasy - Lesson Six - Resolutions and Sequels: 01:00:00 •Amusing Article About Fantasy Writing (because it's true!): 01:00:00 •Fantasy: Recommended Author & Book List: 01:00:00 •Fantasy Societies Listing: 01:00:00 •Mythological Creature Listing: 02:00:00 •Introduction to Writing the Thriller: 00:30:00 •The Thriller: Form and Function: 00:30:00 •Writing the Thriller: Lesson Two: 00:30:00 •Exercise 1 - Building Your Thriller: 00:00:00 •Writing the Thriller: Lesson Three: 00:30:00 •Exercise 2 - Building Your Thriller: 00:30:00 •Writing the Thriller: Lesson Four: 00:30:00 •Exercise 3 - Building Your Thriller: 00:30:00 •Writing the Thriller: Lesson Five: 00:30:00 •Exercise 4 - Building Your Thriller: 00:30:00 •Writing the Thriller: Lesson Six: 00:30:00 •Welcome to the Writer's Greatest Untapped Income Source: 00:15:00 •Introduction to Writing for TV, Cable and Satellite Networks: 01:00:00 •Your Ideas and How to Present Them: 01:00:00 •What's Different About TV Writing?: 01:00:00 •Scripting, Editing and the Story Bible: 00:30:00 •A Special Masterclass On Comedy Writing: 00:30:00 •The Money and How You Get Paid: 00:30:00 •Writing the Thriller: Lesson One: 00:30:00

Overview This comprehensive course on Goal Setting Masterclass will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Goal Setting Masterclass comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Goal Setting Masterclass. It is available to all students, of all academic backgrounds. Requirements Our Goal Setting Masterclass is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 9 sections • 39 lectures • 02:27:00 total length •Introduction: 00:05:00 •Steps to Reaching Your Goals: 00:04:00 •How to Set Specific Goals to Improve Business Success: 00:04:00 •Time Management Tips for Achieving Your Goals: 00:04:00 •Tips to Writing Down Your Goals Effectively: 00:04:00 •How to Create an Action Plan to Achieve Your Goals: 00:04:00 •Why It's So Important to Set Daily Goals: 00:04:00 •Why Goals Are So Important: 00:04:00 •Ways To Stay Focused In A World Full Of Distractions: 00:05:00 •How to Measure Progress and Achieve Goals: 00:04:00 •Tools to Limit Distractions: 00:03:00 •Simple Steps Toward Reaching Your Goals with Help from Activation Triggers: 00:04:00 •Setting Goals Leads to Higher Performance: 00:03:00 •Planning & Setting Goals: 00:04:00 •Steps To Setting Good Goals: 00:04:00 •Steps to Accomplishing Your Life Goals and Resolutions: 00:03:00 •How to Write an Action Plan to Help You Achieve Your Goals: 00:04:00 •Things You Should Do When You Fail to Achieve Your Goals: 00:04:00 •The Magic of Thinking Big: 00:05:00 •Incorporating Goals into Your Daily Life: 00:05:00 •The Power of Daily Goals (and 15 ideas to get you started): 00:04:00 •How to Turn Goals into Monthly Actions, Weekly Routines, and Daily Habits: 00:04:00 •Setting Smarter Daily Goals: 00:04:00 •Daily Habits That Will Help You Manifest Your Goals: 00:04:00 •The Complete Guide to Planning Your Day: 00:03:00 •Incorporating Goals into Your Business: 00:04:00 •How can I Make Goals Measurable?: 00:03:00 •Guidelines for Effective Goal Setting: 00:04:00 •Ways to Stay Committed to Your Goals: 00:04:00 •When You Should Keep Your Goals to Yourself: 00:04:00 •Set the Deadline to Achieve Your Goals: 00:04:00 •Worksheets and Exercises for Goal Setting: 00:03:00 •Benefits of Keeping a Journal: 00:03:00 •The Importance of a Social Support Network in Achieving Your Goals: 00:04:00 •The 'Average Perfect Day' Exercise: 00:04:00 •The 'Treasure Mapping' Exercise: 00:03:00 •The 'One Year from Now' Exercise: 00:03:00 •Review: 00:04:00 •Assignment - Goal Setting Masterclass: 3 days

Overview This comprehensive course on Setting and Achieving Goals will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Setting and Achieving Goals comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? After successfully completing the course you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this Setting and Achieving Goals. It is available to all students, of all academic backgrounds. Requirements Our Setting and Achieving Goals is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 7 sections • 12 lectures • 00:38:00 total length •Introduction: 00:02:00 •Why this topic is important and Class Structure: 00:02:00 •The SMART Framework: 00:02:00 •The SMART Framework: 00:02:00 •OUTCOME - Act as if: 00:05:00 •The REALISTIC element: 00:04:00 •A SMART Outcome Example: 00:02:00 •The Planning Framework: 00:04:00 •Stay motivated - The 3 Steps: 00:08:00 •The Wheel of Life: 00:05:00 •Time to apply what you have learned!: 00:02:00 •Assignment - Setting and Achieving Goals: 00:00:00

Overview This comprehensive course on Statistics & Probability for Data Science & Machine Learning will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Statistics & Probability for Data Science & Machine Learning comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Statistics & Probability for Data Science & Machine Learning. It is available to all students, of all academic backgrounds. Requirements Our Statistics & Probability for Data Science & Machine Learning is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 10 sections • 89 lectures • 11:27:00 total length •Welcome!: 00:02:00 •What will you learn in this course?: 00:06:00 •How can you get the most out of it?: 00:06:00 •Intro: 00:03:00 •Mean: 00:06:00 •Median: 00:05:00 •Mode: 00:04:00 •Mean or Median?: 00:08:00 •Skewness: 00:08:00 •Practice: Skewness: 00:01:00 •Solution: Skewness: 00:03:00 •Range & IQR: 00:10:00 •Sample vs. Population: 00:05:00 •Variance & Standard deviation: 00:11:00 •Impact of Scaling & Shifting: 00:19:00 •Statistical moments: 00:06:00 •What is a distribution?: 00:10:00 •Normal distribution: 00:09:00 •Z-Scores: 00:13:00 •Practice: Normal distribution: 00:04:00 •Solution: Normal distribution: 00:07:00 •Intro: 00:01:00 •Probability Basics: 00:10:00 •Calculating simple Probabilities: 00:05:00 •Practice: Simple Probabilities: 00:01:00 •Quick solution: Simple Probabilities: 00:01:00 •Detailed solution: Simple Probabilities: 00:06:00 •Rule of addition: 00:13:00 •Practice: Rule of addition: 00:02:00 •Quick solution: Rule of addition: 00:01:00 •Detailed solution: Rule of addition: 00:07:00 •Rule of multiplication: 00:11:00 •Practice: Rule of multiplication: 00:01:00 •Solution: Rule of multiplication: 00:03:00 •Bayes Theorem: 00:10:00 •Bayes Theorem - Practical example: 00:07:00 •Expected value: 00:11:00 •Practice: Expected value: 00:01:00 •Solution: Expected value: 00:03:00 •Law of Large Numbers: 00:08:00 •Central Limit Theorem - Theory: 00:10:00 •Central Limit Theorem - Intuition: 00:08:00 •Central Limit Theorem - Challenge: 00:11:00 •Central Limit Theorem - Exercise: 00:02:00 •Central Limit Theorem - Solution: 00:14:00 •Binomial distribution: 00:16:00 •Poisson distribution: 00:17:00 •Real life problems: 00:15:00 •Intro: 00:01:00 •What is a hypothesis?: 00:19:00 •Significance level and p-value: 00:06:00 •Type I and Type II errors: 00:05:00 •Confidence intervals and margin of error: 00:15:00 •Excursion: Calculating sample size & power: 00:11:00 •Performing the hypothesis test: 00:20:00 •Practice: Hypothesis test: 00:01:00 •Solution: Hypothesis test: 00:06:00 •T-test and t-distribution: 00:13:00 •Proportion testing: 00:10:00 •Important p-z pairs: 00:08:00 •Intro: 00:02:00 •Linear Regression: 00:11:00 •Correlation coefficient: 00:10:00 •Practice: Correlation: 00:02:00 •Solution: Correlation: 00:08:00 •Practice: Linear Regression: 00:01:00 •Solution: Linear Regression: 00:07:00 •Residual, MSE & MAE: 00:08:00 •Practice: MSE & MAE: 00:01:00 •Solution: MSE & MAE: 00:03:00 •Coefficient of determination: 00:12:00 •Root Mean Square Error: 00:06:00 •Practice: RMSE: 00:01:00 •Solution: RMSE: 00:02:00 •Multiple Linear Regression: 00:16:00 •Overfitting: 00:05:00 •Polynomial Regression: 00:13:00 •Logistic Regression: 00:09:00 •Decision Trees: 00:21:00 •Regression Trees: 00:14:00 •Random Forests: 00:13:00 •Dealing with missing data: 00:10:00 •ANOVA - Basics & Assumptions: 00:06:00 •One-way ANOVA: 00:12:00 •F-Distribution: 00:10:00 •Two-way ANOVA - Sum of Squares: 00:16:00 •Two-way ANOVA - F-ratio & conclusions: 00:11:00 •Wrap up: 00:01:00 •Assignment - Statistics & Probability for Data Science & Machine Learning: 00:00:00