5829 Computing courses in Derby delivered Online

Overview This comprehensive course on Effective Email Marketing will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Effective Email Marketing 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 Effective Email Marketing. It is available to all students, of all academic backgrounds. Requirements Our Effective Email Marketing 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 • 16 lectures • 00:51:00 total length •Course Promo: Email Marketing Revolution: 00:02:00 •Lesson 01 - Email Marketing Revolution - Intro Lesson: 00:03:00 •Lesson 02 - Email marketing an overview: 00:03:00 •Lesson 03 - Grow and organize your email list: 00:03:00 •Lesson 04 - Autoresponders and email apps every marketer should know: 00:04:00 •Lesson 05 - Email designing and copyright strategies: 00:03:00 •Lesson 06 - Email deliverability strategies - A How to keep your email out of the spam box: 00:04:00 •Lesson 07 - Email deliverability strategies - B Top delivery tools for internet marketers: 00:03:00 •Lesson 08 - The art of targeting and segmentation: 00:04:00 •Lesson 09 - Email program management _ optimization strategies - A Planning and email marketing calendar: 00:03:00 •Lesson 10 - Email program management _ optimization strategies - B common email market mistakes to avoid: 00:03:00 •Lesson 11 - Email program management _ optimization strategies - C Determining the optimal email frequency: 00:02:00 •Lesson 12 - Email program management and optimization strategies C how to use split testing AB testing: 00:03:00 •Lesson 13 - Funnel creation and drip marketing: 00:03:00 •Lesson 14 - Transactional emails - The 7 best services: 00:04:00 •Lesson 15 - Email styles to boost your profits: 00:04:00

Overview This comprehensive course on Personal and Networking Skills will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Personal and Networking Skills  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 Personal and Networking Skills. It is available to all students, of all academic backgrounds. Requirements Our Personal and Networking Skills 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 • 7 lectures • 00:45:00 total length •Why Is Networking Powerful?: 00:05:00 •Networking Paradigm Shifts: 00:03:00 •You've Got To GIVE To GET: 00:08:00 •The Power Of 'Likeability': 00:09:00 •Making The Connection: 00:06:00 •Great Places To Network: 00:08:00 •The Power Of Mentors: 00:06:00

This course provides a comprehensive understanding of operational risk and its pivotal role in financial management. Delve into the various categories of operational risk in a banking context, exploring different approaches for assessment and management. Uncover the principles and key aspects of the standardised approach, while gaining insights into quantitative standards under the Advanced Measurement Approach (AMA) for operational risk management. After the successful completion of the course, you will be able to learn about the following,⦁ The concept of operational risk and its significance in financial management.⦁ Identify and differentiate between the various categories of operational risk in a banking context.⦁ The different approaches to assess and manage operational risk in banking operations.⦁ The principles and key aspects of the standardised approach for operational risk management.⦁ Quantitative standards when utilizing the Advanced Measurement Approach (AMA) for operational risk management.⦁ The different types of credit risk assessment approaches used in banking and their respective implications. Gain in-depth knowledge of operational risk's conceptual significance in financial management, distinguishing between diverse risk categories in banking operations. Explore various approaches for assessing and managing operational risk, emphasizing the principles and key aspects of the standardised approach. Additionally, delve into quantitative standards when employing the Advanced Measurement Approach (AMA) for operational risk management, unraveling the nuances of credit risk assessment approaches used in banking and their implications. This course equips participants with a profound understanding of operational risk's conceptual significance in financial management and its diverse categories in a banking context. Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Standards And Approaches Of Operational Risks Self-paced pre-recorded learning content on this topic. Standards and Approaches of Operational Risks Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience. Operational Risk Analyst Risk Management Specialist Compliance Manager Quantitative Analyst Operational Risk Consultant Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

Register on the Learn Ethical Hacking From Scratch today and build the experience, skills and knowledge you need to enhance your expert 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 Learn Ethical Hacking From Scratch 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 Learn Ethical Hacking From Scratch Receive a e-certificate upon successful completion of the course Get taught by experienced, expert 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 Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £119.00. Please note that overseas students may be charged an additional £10 for postage. CPD Certificate of Achievement from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment In order to ensure the Quality Licensing scheme endorsed and CPD acknowledged certificate, learners need to score at least 60% pass marks on the assessment process. After submitting assignments, our expert tutors will evaluate the assignments and give feedback based on the performance. After passing the assessment, one can apply for a certificate. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring expert. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain an expert lesson to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study Ethical Hacking From Scratch, 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.

Diploma in IT Security (Malware) is one of our best selling and most popular course. This course is suitable for anyone aspiring to or already working in IT Security and looks at skills needed to improve IT Security. By taking this course you will gain the necessary skills to perform effectively in this field. The Diploma in IT Security (Malware) is organised into 2 modules and includes everything you need to become successful in this profession. To make this course more accessible for you, we have designed it for both part-time and full-time students. You can study at your own pace or become an expert in just 17 hours! If you require support, our experienced tutors are always available to help you throughout the comprehensive syllabus of this course and answer all your queries through email. 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. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment 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. Course Content Computer Fundamentals Basic Computer Terms 00:15:00 Advanced Terms 00:15:00 Networking Basics 00:15:00 Basic Internet Concepts 00:30:00 Internet Security 00:30:00 Computers in the Workplace 00:15:00 Tele-Commuting 00:15:00 The Electronic World 00:15:00 Ergonomics 00:15:00 Safety and the Environment 00:15:00 Being Proactive 00:15:00 Identifying Yourself 00:15:00 Protecting your Data 00:15:00 Understanding Malware 00:15:00 Protecting Against Malware 00:15:00 Malware Protection Why You Need To Worry About 'Malware' 01:00:00 Viruses 01:00:00 Spyware/Adware 01:00:00 Safety & Security at the Browser Level 01:00:00 Spyware Can Destroy 00:30:00 How Does Spyware Spread? 01:00:00 How To Remove Spyware 01:00:00 Anti Spyware Program 01:00:00 The Anti Anti-Spyware Programs 00:30:00 Research And Learn More 00:30:00 Choosing The Best Anti Spyware Tool 01:00:00 Computer Security And Spyware 01:00:00 The Programs To Avoid 00:15:00 Is It Legal? 00:30:00 Checklist Of Protection 00:15:00 Glossary of Terms 01:00:00 Recommended Reading Recommended Reading: Diploma in IT Security (Malware) 00:00:00 Mock Exam Mock Exam-Diploma in IT Security (Malware) 00:20:00 Final Exam Final Exam-Diploma in IT Security (Malware) 00:20:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 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.

Description: Learning more about advanced Microsoft Outlook features will help you become more productive. In the long run, knowing how to utilise this essential tool will help you in your career advancement. In this course, you will be learning about the advanced functions and features of Microsoft Outlook 2007. You will learn how customising Outlook will help you in using it efficiently. Know how adding word element emails to an email can be helpful and how to customise your profile. Understand how advanced E-mail tasks and advanced calendar tasks can function as you will learn how to manage your Outlook files and data well. Who is the course for? Professionals who want to learn about Microsoft functions and features, People who have an interest in knowing advanced Microsoft Outlook features. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: 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. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognised accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Microsoft Outlook 2007 Advanced Workshop Manual is a useful qualification to possess and will be very beneficial and helpful, especially to the following professionals: Business IT Admin Secretary Project Management Microsoft Outlook 2007 Advanced Level Module One - Getting Started 00:30:00 Module Two - Customizing Outlook 01:00:00 Module Three - Adding Word Elements to an E-mail 01:00:00 Module Four - Customizing Your Profile 01:00:00 Module Five - Advanced E-Mail Tasks 01:00:00 Module Six - Advanced Calendar Tasks 01:00:00 Module Seven - Doing More with Tasks 01:00:00 Module Eight - Using Notes 01:00:00 Module Nine - Viewing RSS Feeds 01:00:00 Module Ten - Managing Outlook Data, Part One 01:00:00 Module Eleven - Managing Outlook Data, Part Two 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities Activities-Microsoft Outlook 2007 Advanced Level 00:00:00 Mock Exam Mock Exam- Microsoft Outlook 2007 Advanced Level 00:20:00 Final Exam Final Exam- Microsoft Outlook 2007 Advanced Level 00:20:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Step into the future of AI with our Prompt Engineering course! Master the art of prompt crafting for Dall-E, Stable Diffusion, ChatGPT, and more. Learn advanced techniques and best practices to optimize interactions with cutting-edge AI models.

We will help you become an ethical hacker in this course.

IT Security: IT Security Training Course If you are looking to start a career in IT Security Training Course or want to develop your knowledge in the IT security field, then this IT Security course is ideal for you. This exclusive IT Security course will give you a solid foundation to become a confident IT Security professional. An IT security specialist must be familiar with operating environments in order to succeed in the IT security industry. Our IT Security Training Course is designed by industry experts to provide you a thorough understanding of IT Security, including key concepts, implementation strategies, and in-depth knowledge. Enrol in our IT Security Training Course right now and start your career in the IT industry. Special Offers of this IT Security: IT Security Training Course This IT Security: IT Security Training Course includes a FREE PDF Certificate. Lifetime access to this IT Security Training Course Instant access to this IT Security Training Course Get FREE Tutor Support from Monday to Friday in this IT Security Training Course Main Course: IT Security Training Course Free Courses: Course 01: GDPR Training Course 02: Cyber Security Course [ Note: Free PDF certificate will provide as soon as completing the IT Security: IT Security Training Course] IT Security: IT Security Training Course Industry Experts Designed this IT Security course into 06 detailed modules. Course Curriculum of IT Security Training Course Module 01: Understanding IT Security Module 02: Types of Malware Module 03: IT Security Tools & Techniques Module 04: Computer Forensics Module 05: Developing IT Security Policies Module 06: Developing IT Security and Risk Mitigation Plan Assessment Method of IT Security Training Course After completing each module of the IT Security Training Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification of IT Security Training Course After completing the MCQ/Assignment assessment for this IT Security Training Course, you will be entitled to a Certificate of Completion from Training Tale. Who is this course for? IT Security: IT Security Training Course This IT Security Training Course is suitable for anyone interested in learning about IT security or cybersecurity. Requirements IT Security: IT Security Training Course Students who intend to enrol in this IT Security: IT Security Training Course must meet the following requirements: IT Security: Good command of the English language IT Security: Must be vivacious and self-driven IT Security: Basic computer knowledge IT Security: A minimum of 16 years of age is required Career path IT Security: IT Security Training Course

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