17 RMS courses delivered Online

Highlights of the Course Course Type: Online Learning Duration: 1 to 2 hours Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about voice-over freelancing Understand the core competencies and principles of voice-over freelancing Explore the various areas of voice-over freelancing Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert voice-over freelancer Voiceover Marketing: Selling Gigs on Fiverr Course Master the skills you need to propel your career forward in voice-over freelancing. This course will equip you with the essential knowledge and skillset that will make you a confident voice-over freelancer and take your career to the next level. This comprehensive voiceover marketing course is designed to help you surpass your professional goals. The skills and knowledge that you will gain through studying this voiceover marketing course will help you get one step closer to your professional aspirations and develop your skills for a rewarding career. This comprehensive course will teach you the theory of effective voice-over freelancing practice and equip you with the essential skills, confidence and competence to assist you in the voice-over freelancing industry. You'll gain a solid understanding of the core competencies required to drive a successful career in voice-over freelancing. This course is designed by industry experts, so you'll gain knowledge and skills based on the latest expertise and best practices. This extensive course is designed for voice-over freelancer or for people who are aspiring to specialize in voice-over freelancing. Enroll in this voiceover marketing course today and take the next step towards your personal and professional goals. Earn industry-recognized credentials to demonstrate your new skills and add extra value to your CV that will help you outshine other candidates. Who is this Course for? This comprehensive voiceover marketing course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this voice-over freelancing can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This voiceover marketing course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This voiceover marketing course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This voiceover marketing course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum First Section Course Introduction - Become a Fiverr Voice Over Seller In a Day 00:03:00 Why Should You Get Started on Fiverr Don't Miss This Lecture 00:11:00 Three Bonus Sections Added - Even Before I Published The Course 00:04:00 Accountability Action List - Tell Me About Your Success 00:05:00 Creating a Seller Profile On Fiverr - Stop And Do This NOW 00:05:00 Preparing Your Voice What Types of Voiceover Gigs Do You Think You Can Do 00:07:00 00:00 Voice Delivery - Understanding The Importance Of Variety 00:07:00 Setting Up Your Studio and Equipment Do I Need To Spend a Lot Of Money 00:05:00 00:00 What Types of Voiceover Gigs should you Offer? Voiceover Gigs - Lets Create Your Shortlist of Gigs 00:07:00 Understanding Fiverr Levels And What Do To When You Are Promoted 00:04:00 Creating Your Gigs Creating Your Gig - Pricing 00:04:00 Creating Your Gig - Description, FAQs and Requirements 00:06:00 Creating Your First Gig - Publishing 00:03:00 00:00 Recording and Editing Your Gigs Download Audacity for Free 00:02:00 00:00 Audacity Production: Noise Reduction 00:03:00 Audacity Production Equalisation 00:03:00 Audacity Production - De-Breathing 00:03:00 Audacity Production - Exporting 00:02:00 00:00 Advanced Audacity Tips and Techniques 00:00 00:00 00:00 How to Record Audio Books for Audible to ACX Standards 00:00 ACX - Installing Custom Tools - ACX Check And RMS-Normalise 00:04:00 ACX Optimising Your Recording 00:05:00 Create Your ACX Macro 00:05:00 Audacity Macros for Voice Effects You Can Sell As Voiceover Gigs Darth Vader Voice Effect 00:04:00 Deep Voice Effect 00:05:00 00:00 00:00 00:00 Vintage Voice - With Static 00:06:00 The Fiverr Sale Process The Fiverr Sale Process Step By Step 00:12:00 Fiverr Custom Orders 00:05:00 What If My Buyer Wants a Modification 00:03:00 00:00 00:00 00:00 Withdrawing Your Funds From Fiverr 00:02:00 Course Summary and Wrap Up Course Summary And Wrap Up 00:04:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Register on the Fiverr Voice Over Freelancing Sell Voiceovers on Fiverr 2021 today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as a proof of your course completion. The Fiverr Voice Over Freelancing Sell Voiceovers on Fiverr 2021 is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Fiverr Voice Over Freelancing Sell Voiceovers on Fiverr 2021 Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) 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. You are taught through a combination of Video lessons Online study materials 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: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the Fiverr Voice Over Freelancing Sell Voiceovers on Fiverr 2021, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Course Content Section 01: Introduction to the Course and to Fiverr Course Introduction 00:03:00 Why Should You Get Started on Fiverr? 00:11:00 Three Bonus Sections Added 00:04:00 Accountability Action List 00:05:00 Creating a Seller Profile on Fiverr 00:05:00 Section 02: Which Voiceover Gigs Are You Going to Sell? What Types of Voiceover Gigs do you think you can do? 00:07:00 Selecting Voice Gigs to match your Delivery Styles 00:07:00 Voice Delivery - Understanding the importance of Variety 00:07:00 Section 03: Setting Up Your Studio and Equipment Do I need to spend a lot of money? 00:05:00 How to Insulate Your Microphone For Free 00:06:00 Section 04: What Types of Voice over Gigs should you Offer Voiceover Gigs - Lets Create Your Shortlist of Gigs 00:07:00 Understanding Fiverr Levels and what to do when you are Promoted 00:04:00 Section 05: Voiceover Gig Creation on Fiverr Creating Your Gig - Basics 00:06:00 Creating Your Gig - Pricing 00:04:00 Creating Your Gig - Description, FAQs and Requirements 00:06:00 Creating Your Gig - Image and Video 00:05:00 Creating Your Gig - Publishing 00:03:00 Make Sure That You Have Created Your First Gig 00:02:00 Section 06: Recording and Producing Your Voiceover Gigs Download Audacity For Free 00:02:00 Recording Your Voiceover Track in Audacity 00:04:00 Audacity Production: Noise Reduction 00:03:00 Audacity Production: Equalisation 00:03:00 Audacity Production - De-Breathing 00:03:00 Audacity Production: Exporting 00:02:00 Practice Recording and Producing 00:01:00 Section 07: Advanced Audacity Tips and Techniques Moving and Mixing Multiple Tracks in Audacity 00:04:00 Making Small Edits to a Voiceover Recording 00:02:00 Setting Up Audacity Macros to save time and create consistency 00:04:00 Section 08: How to Record Audio Books for Audible to ACX Standards Recording AudioBooks to ACX Standards 00:08:00 ACX - Installing Custom Tools - ACX Check and RMS-Normalise 00:04:00 ACX Optimising your Recording 00:05:00 Create Your ACX Macro 00:05:00 Section 09: Audacity Macros for Voice Effects You Can Sell as Voiceover Gigs Darth Vader Voice Effect 00:04:00 Deep Voice Effect 00:05:00 Radio Voice Effect 00:04:00 Scary Voice 00:03:00 Movie Trailer Voice Effect 00:04:00 1930s BBC Vintage Voice - with Static - Effect 00:06:00 Section 10: The Fiverr Sale Process The Fiver Sale Process - Step by Step 00:12:00 Fiverr Custom Orders 00:05:00 What if my Buyer wants a Modification? 00:03:00 How to Avoid Negative Feedback 00:03:00 Responding to Buyer Requests 00:06:00 How To Get More Tips 00:04:00 Withdrawing Your Funds from Fiverr 00:02:00 Section 11: Course Summary and Wrap Up Course Summary and Wrap Up 00:04:00 Section 12: Additional File Additional File 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

This course will teach you how to leverage the power of the Fiverr platform to offer your skills and services to a global audience. With step-by-step guidance and real-world examples, this course equips you with the skills and confidence to kickstart your freelancing success on Fiverr. This Course At A Glance Accredited by CPD UK Endorsed by Quality Licence Scheme Understand the Fiverr sale process Learn how to record audiobooks for audible to ACX standards Know how to record and edit your gigs Understand how to create your gigs Know what types of voiceover gigs should you offer Learn how to set up your studio and equipment Know how to prepare your voice Master advanced audacity tips and techniques Know audacity macros for voice effects you can sell as voiceover gigs Fiverr Freelancing Course for Beginners Overview This Fiverr freelancing course for beginners course is perfect for those who want to create a seller profile on Fiverr and understand how to prepare your voice. This includes selecting voice gigs to match your delivery styles, understanding voice delivery, and the types of voiceover gigs you can do. You will learn how to set up your studio and equipment, record and edit your gigs, and learn advanced audacity tips and techniques. You will have a thorough understanding of the Fiverr sale process and audacity macros for voice effects you can sell as voiceover gigs. By the end of the course, you will have a fair idea of how to prepare your voice, set up your studio and equipment, create your gigs, and much more. Who should take this course? This freelancing course is suitable for those who want to gain in-depth knowledge in creating your gigs, understand types of voiceover gigs should you offer, and record and edit your gigs. It is ideal for those who want to pursue their career in preparing voiceover gigs. Entry Requirements There are no academic entry requirements for this fiverr freelancing for beginners course, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This Fiverr freelancing course for beginners course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Course Curriculum First Section Course Introduction - Become a Fiverr Voice Over Seller in a Day Why Should You Get Started on Fiverr. Don't Miss This Lecture Three Bonus Sections Added - Even Before I Published The Course Accountability Action List - Tell Me About Your Success Creating a Seller Profile on Fiverr - Stop and Do This NOW Preparing Your Voice What Types Of Voiceover Gigs Do You Think You Can Do Selecting Voice Gigs to Match Your Delivery Styles Voice Delivery - Understanding The Importance of Variety Setting Up Your Studio and Equipment Do I Need to Spend a Lot of Money How to Insulate Your Microphone for Free What Types of Voiceover Gigs should You Offer? Voiceover Gigs - Lets Create Your Shortlist of Gigs Understanding Fiverr Levels and What Do to When You are Promoted Creating Your Gigs Creating Your Gig - Pricing Creating Your Gig - Description, FAQs and Requirements Creating Your Gig - Image and Video Creating Your First Gig - Publishing Make Sure That You Have Created Your First Gig Recording and Editing Your Gigs Download Audacity for Free Recording and Producing in Audacity Audacity Production: Noise Reduction Audacity Production Equalisation Audacity Production - De-Breathing Audacity Production - Exporting Practice Recording and Producing Advanced Audacity Tips and Techniques Moving and Mixing Multiple Tracks in Audacity Making Small Edits to a Voiceover Recording Setting Up Audacity Macros to Save Time and Create Consistency How to Record Audio Books for Audible to ACX Standards Recording AudioBooks to ACX Standards ACX - Installing Custom Tools - ACX Check and RMS-Normalise ACX Optimising Your Recording Create Your ACX Macro Audacity Macros for Voice Effects You Can Sell as Voiceover Gigs Darth Vader Voice Effect Deep Voice Effect Radio Voice Scary Voice Effect Movie Trailer Re-verb Vintage Voice - with Static The Fiverr Sale Process The Fiverr Sale Process Step by Step Fiverr Custom Orders What if My Buyer Wants a Modification How to Avoid Negative Feedback Responding to Buyer Requests How to Get More Tips Withdrawing Your Funds from Fiverr Course Summary and Wrap Up Course Summary and Wrap Up Supplementary Resources Supplementary Resources - Fiverr Freelancing for Beginners 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

This course for absolute beginners provides you with the opportunity to systematically learn core statistical and probability concepts, descriptive statistics, hypothesis testing, regression analysis, analysis of variance (ANOVA), and advanced regression/ML methods such as logistics regressions, polynomial regressions, decision trees, and more.

Are you fascinated with Netflix and YouTube recommendations and how they accurately recommend content that you would like to watch? Are you looking for a practical course that will teach you how to build intelligent recommendation systems? This course will show you how to build accurate recommendation systems in Python using real-world examples.

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

Do you want to master the essential mathematical skills for data science and machine learning? Do you want to learn how to apply statistics and probability to real-world problems and scenarios? If yes, then this course is for you! In this course, you will learn the advanced concepts and techniques of statistics and probability that are widely used in data science and machine learning. You will learn how to describe and analyse data using descriptive statistics, distributions, and probability theory. You will also learn how to perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data. You will gain hands-on experience with practical exercises and projects using Python and R. Learning Outcomes By the end of this course, you will be able to: Apply descriptive statistics, distributions, and probability theory to summarise and visualise data Perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data Use Python and R to implement statistical and machine learning methods Interpret and communicate the results of your analysis using appropriate metrics and visualisations Solve real-world problems and scenarios using statistics and probability Why choose this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 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 Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course for? This course is for anyone who wants to learn the advanced concepts and techniques of statistics and probability for data science and machine learning. This course is suitable for: Data scientists, machine learning engineers, and analysts who want to enhance their skills and knowledge Students and researchers who want to learn the mathematical foundations of data science and machine learning Professionals and managers who want to understand and apply data-driven decision making Hobbyists and enthusiasts who want to explore and learn from data Anyone who loves statistics and probability and wants to challenge themselves Career path Data Scientist (£35,000 - £55,000) Machine Learning Engineer (£40,000 - £60,000) Statistician (£35,000 - £55,000) Data Analyst (£40,000 - £60,000) Business Intelligence Analyst (£45,000 - £65,000) Senior Data Analyst (£50,000 - £70,000) Prerequisites This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 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. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £135 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Section 01: Let's get started 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 Section 02: Descriptive statistics 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 Section 03: Distributions 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 Section 04: Probability theory 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 Section 05: Hypothesis testing 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 Section 06: Regressions 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 Section 07: Advanced regression & machine learning algorithms 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 Section 08: ANOVA (Analysis of Variance) 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 Section 09: Wrap up Wrap up 00:01:00 Assignment Assignment - Statistics & Probability for Data Science & Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00