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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

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Register on the Payroll Management and Systems Diploma 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 Payroll Management and Systems Diploma course 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 Payroll Management and Systems Diploma course 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 Payroll Management and Systems Diploma course, 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 Module 01: Payroll System in the UK Payroll System in the UK 01:05:00 Module 02: Payroll Basics Payroll Basics 00:10:00 Module 03: Company Settings Company Settings 00:08:00 Module 04: Legislation Settings Legislation Settings 00:07:00 Module 05: Pension Scheme Basics Pension Scheme Basics 00:06:00 Module 06: Pay Elements Pay Elements 00:14:00 Module 07: The Processing Date The Processing Date 00:07:00 Module 08: Adding Existing Employees Adding Existing Employees 00:08:00 Module 09: Adding New Employees Adding New Employees 00:12:00 Module 10: Payroll Processing Basics Payroll Processing Basics 00:11:00 Module 11: Entering Payments Entering Payments 00:12:00 Module 12: Pre-Update Reports Pre-Update Reports 00:09:00 Module 13: Updating Records Updating Records 00:09:00 Module 14: e-Submissions Basics e-Submissions Basics 00:09:00 Module 15: Process Payroll (November) Process Payroll (November) 00:16:00 Module 16: Employee Records and Reports Editing Employee Records 00:07:00 Module 17: Editing Employee Records Editing Employee Records 00:07:00 Module 18: Process Payroll (December) Process Payroll (December) 00:12:00 Module 19: Resetting Payments Resetting Payments 00:05:00 Module 20: Quick SSP Quick SSP 00:10:00 Module 21: An Employee Leaves An Employee Leaves 00:12:00 Module 22: Final Payroll Run Final Payroll Run 00:07:00 Module 23: Reports and Historical Data Reports and Historical Data 00:08:00 Module 24: Year-End Procedures Year-End Procedures 00:09:00 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.

The Professional Certificate in Effective Recruitment and Evaluation aims to equip the learner with in-depth tools and techniques to understand the true nature of the recruitment and evaluation process so that the learner is able to effectively manage the recruitment and evaluation functions. Learning Outcomes After the successful completion of the certificate, the student will be able to: Understand the strategic significance of recruitment and the links to employee selection Identify the stages of recruitment Understand the legal context of R&S Evaluate the options for attracting candidates Understand filtering and devise filtering questions Evaluate graduate recruitment procedures Consider the generic psychological characteristics that inform the selection process Appreciate the recruitment and selection process from multiple perspectives VIDEO - 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. Effective Recruitment and Evaluation - N QUIZ- EFFECTIVE RECRUITMENT AND EVALUATION Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. The content of this course has been independently certified as conforming to universally accepted Continuous Professional Development (CPD) guidelines. 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 knowledge of the learner in the field. This certificate is for very one eager to know more and gets updated on current ideas in the respective field. We recommend this certificate for the following audience. CEO, Director, Manager, Supervisor HR Manager Employee Relations Manager Learning and Development Manager Training Manager 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.

This course enables the participants delve into the integration of business ethics and corporate governance, highlighting their synergistic role in fostering responsible corporate behavior. After the successful completion of the course, you will be able to learn about the following, ⦁ Analyse the interconnection between business ethics and corporate governance and the impact of each on responsible corporate behaviour. ⦁ Discuss the importance of combining strong business ethics and effective corporate governance in achieving responsible corporate behaviour. ⦁ Discuss the role of individuals, organizations, and society in promoting business ethics and effective corporate governance. ⦁ Analyse the impact of business ethics and corporate governance on various stakeholders. ⦁ Apply ethical decision-making frameworks and tools to real-world business scenarios. ⦁ Discuss the role of ethical leadership in promoting business ethics and effective corporate governance. ⦁ Analyse the impact of ethical leadership on various stakeholders. The course aims to analyze the intricate relationship between business ethics and corporate governance, underscoring their joint impact on cultivating responsible corporate behavior. Participants will explore the pivotal role of individuals, organizations, and society in advancing business ethics and effective governance. The impact of these principles on diverse stakeholders will be scrutinized, and practical application will be emphasized through the use of ethical decision-making frameworks. Additionally, the course will examine the significance of ethical leadership in driving business ethics and effective corporate governance, elucidating its effects on various stakeholders in the business landscape. This course aims to comprehensively analyze the interconnection between business ethics and corporate governance, emphasizing their collective influence on fostering responsible corporate behavior. Participants will delve into the importance of combining robust business ethics and effective corporate governance as integral components in achieving responsible corporate conduct. The role of individuals, organizations, and society in actively promoting business ethics and effective corporate governance will be discussed, along with a detailed analysis of their impact on various stakeholders. Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Business Ethics, Corporate Governance and Organizational Behaviour Self-paced pre-recorded learning content on this topic. Ethics and Governance Dynamics within Organizational Behaviour 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. Business Ethics Analyst Corporate Governance Specialist Organizational Behavior Consultant Ethics and Compliance Manager Governance and Risk Analyst Organizational Culture Coordinator Chief Ethics Officer Corporate Social Responsibility Manager Compliance and Ethics Investigator Organizational Development Strategist 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.

For making a positive environment at work good communication is needed to be clear and direct. Encourage employees

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

This course focuses on Python 3 and uses modern Python 3.7 and Python 3.8. It is designed to support Python application development on Windows, macOS, and Linux. As Python 2 is no longer maintained by the Python development team, and there are no more security updates, the focus has now shifted to using Python 3.