42811 Learning courses in Nottingham delivered Online

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

This foundational course introduces the key concepts behind experience thinking and user experience design. It's a great place to start your learning journey!

Here are three reasons not to let go of screen time: 1/ It’s expensive. 2/ You might find yourself doing things that you don’t enjoy 3/ It can no longer be used as a babysitting or bargaining tool.   I’m sure there are many more reasons why parents decide to restrict screen use and find it one of the hardest things to relinquish control over when they move to unschooling.   It was certainly one of the last things that we let go off. We didn’t really explore releasing limits until my eldest was 5 year’s old (I think) We had probably relaxed things before that because it was easy when I was exhausted from having a tiny baby, toddler and young child with me all day long. We would all sit/ lie down/ sleep together in the living room in the afternoon whilst the TV was on. It was definitely used as a ‘babysitting tool’ whilst I rested. Honestly, this was ten years ago. We didn’t actually own a TV at the time and accessed streaming services on line. The children watched ten minute long cartoons and they didn’t automatically run onto the next episode so I had to wake up every ten minutes to select the next one! How things have changed in ten years!!   Not everything is bad about lifting screen restrictions but like most things it does take consideration. I wouldn’t advice doing it just because it’s the unschooling way. Especially if you feel uncomfortable with the idea.   Take your time. Do your research. Find out what unschooling families are doing instead (because it isn’t simply a case of lifting restrictions and leaving our children to it)    For every reason you find not to do it, there is an unschooling reason to do it.   It can be expensive but it doesn’t have to be and we can see it as an investment in our children’s education. You might find yourself playing apps or watching TV shows that you find frustrating or find dull but we relish the joy that our children get from spending time doing the things that they love. It can no longer be used as a babysitting tool or bargaining tool but it will deepen your relationship with your child and you can find other ways to meet your needs that don’t disconnect you from your child. This webinar will give you practical steps towards lifting screen restrictions in your family and prepare your for the difference that it will make in your home and your child's learning. This webinar is FREE for LPL Monthly Members along with a back catalogue of Unschooling Webinars, live webinars every month, and discounts on coaching and mentoring services. Sign up for just £20 per month. Yes! I want to join the LPL Monthly Membership

48-Hour Knowledge Knockdown! Prices Reduced Like Never Before! Learn to reach your full potential by taking our Lean Organisation Management Technique (Level 2) and leap up the career ladder of your choice You can become quickly skilled in the field by enrolling in this bestselling course and stand proudly above applicants and candidates as you impress your future employer. This course has been especially designed by industry experts and specialists to rapidly coach learners just like you and help you succeed in your ambitions. We are committed to support you all the way and our dedicated staff will be available 24/7 to answer any queries or resolve technical problems. The learning modules are small but intensive and crafted to help you gain the maximum knowledge in the minimum time. Lean Organisation Management Technique (Level 2) will also give you approved accreditation from CPD and allow you to study anywhere and at any time. We work to your requirements, not the other way round. Let us help you by accepting our gift of learning with this course and a high-flying job in a relevant field could soon be yours. Why People love this course From Academy for Health & Fitness: Opportunity to boost your CV/Resume with CPD accredited proficiency Student ID card with amazing discounts - completely for FREE! (Postal charges will be applicable for international delivery) Instant results upon completion of each assessment Certificates available in both PDF and hard copy format Interactive, high-quality course content with 24/7 online access Full tutor support and learning assistance included. ****Course Curriculum of Lean Organisation Management Technique (Level 2)**** Here are the topics you will cover in this Course. ***Lean Organisation Management Technique (Level 2)*** Module 1: Understanding Lean Understanding Lean Module 2: The Lean Culture The Lean Culture Module 3: The Five Principles of Lean The Five Principles of Lean Module 4: Value and Waste Value and Waste Module 5: Value Stream Mapping (VSM) Value Stream Mapping (VSM) Module 6: The Principles of Flow and Pull The Principles of Flow and Pull Module 7: Overview of Six Sigma Overview of Six Sigma Module 8: The Define Phase The Define Phase Module 9: The Measure Phase The Measure Phase Module 10: The Analyse Phase The Analyse Phase Module 11: The Improve Phase The Improve Phase Module 12: The Control Phase The Control Phase Assessment Process Once you have finished the learning stages in the course, your abilities will be assessed by an automated multiple-choice question session, after which you will receive the results immediately. CPD 5 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Lean Organisation Management Technique (Level 2) has been professionally-designed for motivated learners who are looking to add a new skill to their CV and stand head and shoulders above the competition. Learn the latest industry-specific information with the course. Enrol on the course and learn a new professional skill from anywhere, at any time! Requirements Enrol on the Lean Organisation Management Technique (Level 2)with no formal entry requirements! If you have a passion for knowledge and want to learn something new, register on the course without any delay. We only ask that all students have a passion for learning and literacy, and be over the age of 16. Complete the Lean Organisation Management Technique (Level 2) online from your computer, tablet, or smartphone, and learn in a way that suits you. Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

This one-day course introduces the field of user experience and provides an excellent entry point to our other specialised training courses. UX processes and practices have become a central component of product design, service design and web design.

The objective of the fast track Level 3 Foundation Diploma for Higher Education Studies is to provide learners with a foundation to provide an entry route to UK and international university courses. It is designed to ensure that each learner is equipped with knowledge of study skills, mathematics, computing, society and culture, business and accounting, providing the knowledge and skills to adapt rapidly to change and progress with their learning. Successful completion of the fast track Level 3 Foundation Diploma for Higher Education Studies provides learners with the opportunity to progress to further study or employment. Key Highlights of Foundation Diploma for Higher Education Studies - Level 3 (Fast track mode) Program Duration: 6 Months (Regular duration of 9 months also available) Program Credits: 120 Designed for working Professionals Format: Online No Written Exam. The Assessment is done via Submission of Assignment Tutor Assist available Dedicated Student Success Manager Timely Doubt Resolution Regular Networking Events with Industry Professionals Direct entry into Year 1 of a three-year UK Bachelor's degree LSBR Alumni Status No Cost EMI Option Who is this course for? Open Entry. No formal qualification is required Career path After completion of this course qualification will meet the University standard academic entry requirements. However, each applicant will be subject to individual assessment and other entry requirements which may affect university entry. University of Sunderland, UK Progress to all Undergraduate courses within the Faculty of Business, Law and Tourism Certificates Certificate of Achievement Digital certificate - Included Othm courses: Once you complete the course, you would be receiving a digital copy of your Diploma along with its Transcript which can be downloaded from the awarding body website without any additional charge. You can also order Hard copy certificate by paying a nominal cost directly to the awarding body.

The objective of the OTHM Level 3 Foundation Diploma for Higher Education Studies is to provide learners with a foundation to provide an entry route to UK and international university courses. It is designed to ensure that each learner is equipped with knowledge of study skills, mathematics, computing, society and culture, business and accounting, providing the knowledge and skills to adapt rapidly to change and progress with their learning. Successful completion of the Level 3 Foundation Diploma for Higher Education Studies provides learners with the opportunity to progress to further study or employment. Program Overview Key Highlights Program Duration: 9 Months (Can be fast tracked) Program Credits: 120 Designed for working Professionals Format: Online No Written Exam. The Assessment is done via Submission of Assignment Tutor Assist available Dedicated Student Success Manager Timely Doubt Resolution Regular Networking Events with Industry Professionals Direct entry into Year 1 of a three-year UK Bachelor's degree LSBR Alumni Status No Cost EMI Option Top Skills You Will Learn The programme ensure that each learner is equipped with knowledge of study skills, mathematics, computing, society and culture, business and accounting, providing the knowledge and skills to adapt rapidly to change and progress with their learning. Who is this course for? Working Professionals, O-Level holders, professionals working in Education and Training Institutions, Human resource consultants

he objective of the OTHM Level 3 Foundation Diploma in Accountancy is to provide learners with a foundation for a career in a range of organisations in relation to financial management and accountancy. It is designed to ensure that each learner is equipped with knowledge of accountancy, and the skills to adapt rapidly to change and progress with their learning. Successful completion of the Level 3 Foundation Diploma in Accountancy provides learners with the opportunity to progress to further study or employment. Program Overview Key Highlights Program Duration: 6 Months (Can be fast tracked) Program Credits: 60 Designed for working Professionals Format: Online No Written Exam. The Assessment is done via Submission of Assignment Tutor Assist available Dedicated Student Success Manager Timely Doubt Resolution Regular Networking Events with Industry Professionals Direct entry into Year 1 of a three-year UK Bachelor's degree LSBR Alumni Status No Cost EMI Option Top Skills You Will Learn The programme provide learners with a foundation for a career in a range of organisations in relation to financial management and accountancy. You would get equipped with knowledge of accountancy, and the skills to adapt rapidly to change and progress with your learning. Who is this course for? Working Professionals, O-Level holders, professionals working in range of industries looking for a career in finance and accountancy

ICA Advanced Certificate in Managing Sanctions Risk Sanctions are a key tool in the armoury of the global fight against financial crime. Understanding sanctions remains a complex yet fascinating topic and is crucial for the development of well-rounded strategy in combating financial crime. The ICA Advanced Certificate in Managing Sanctions Risk explores the intricacies and challenges of meeting sanctions obligations. You will learn about the latest sanctions challenges and best practice and you will review case studies so you understand the risks sanctions present to firms and the frameworks used to manage these risks. The course will also investigate key areas of sanctions controls such as sanctions screening, managing alerts and sanctions evasion typologies. This course will enable you to: Understand latest sanctions challenges Learn sanctions best practice Review case studies, so you understand the risks sanctions present to firms and the frameworks used to manage these risks Investigate key areas of sanctions controls such as sanctions screening, managing alerts and sanctions evasion typologies. Benefits of studying with ICA: Flexible learning solutions that are suited to you Our learner-centric approach means that you will gain relevant practical and academic skills and knowledge that can be used in your current role Improve your career options by undertaking a globally recognised qualification that hiring managers look for as part of their hiring criteria Many students have stated that they have received a promotion and/or pay rise as a direct result of gaining their qualification The qualifications ensure that you are enabled to develop strategies to help manage and prevent risk within your firm, thus making you an invaluable asset within the current climate This course is awarded in association with Alliance Manchester Business School, the University of Manchester. Students who successfully complete the assessment criteria for this course will be awarded the ICA Advanced Certificate in Managing Sanctions Risk and will be able to use designation - (Adv.Cert(Sanctions). What will you learn? Global sanctions architecture - Political, Legal and Implementation context The international context Transparency, control and ownership Developing the control framework Sanctions lifting and roll back Identifying higher risk jurisdictions and activities

Identify some of the unique challenges women face in their personal and professional lives, and understand how to support and empower females in the workplace.