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Embark on a captivating journey into the world of artificial intelligence with our course, 'Machine Learning Basics.' This voyage begins with an immersive introduction, setting the stage for an exploration into the intricate and fascinating realm of machine learning. Envision yourself unlocking the mysteries of algorithms and data patterns, essential skills in today's technology-driven landscape. The course offers a comprehensive foray into the core principles of machine learning, starting from the very basics and gradually building to more complex concepts, making it an ideal path for beginners and enthusiasts alike. As you delve deeper, each section unravels a vital component of machine learning. Grasp the essentials of regression analysis, understand the role of predictors, and navigate through the functionalities of Minitab, a key tool in data analysis. Journey through the structured world of regression trees and binary logistic regression, and master the art of classification trees. The course also emphasizes the importance of data cleaning and constructing robust data models, culminating in the achievement of learning success. This course is not just an educational experience; it's a gateway to the future of data science and AI. Learning Outcomes Comprehend the basic principles and applications of machine learning. Develop proficiency in regression analysis and predictor identification. Gain practical skills in Minitab for data analysis. Understand and apply regression and classification trees. Acquire expertise in data cleaning and model creation. Why choose this Machine Learning Basics 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 Machine Learning Basics course for? Novices eager to delve into machine learning. Data enthusiasts looking to enhance their analytical skills. Professionals in IT and related fields expanding their expertise. Academics and students in computer science and data studies. Career changers interested in the field of data science and AI. Career path Data Analyst - £30,000 to £55,000 Machine Learning Engineer - £40,000 to £80,000 AI Developer - £35,000 to £75,000 Business Intelligence Analyst - £32,000 to £60,000 Research Scientist (Machine Learning) - £45,000 to £85,000 Software Engineer (AI Specialization) - £38,000 to £70,000 Prerequisites This Machine Learning Basics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Machine Learning Basics 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. Course Curriculum Section 01: Introduction Introduction to Supervised Machine Learning 00:06:00 Section 02: Regression Introduction to Regression 00:13:00 Evaluating Regression Models 00:11:00 Conditions for Using Regression Models in ML versus in Classical Statistics 00:21:00 Statistically Significant Predictors 00:09:00 Regression Models Including Categorical Predictors. Additive Effects 00:20:00 Regression Models Including Categorical Predictors. Interaction Effects 00:18:00 Section 03: Predictors Multicollinearity among Predictors and its Consequences 00:21:00 Prediction for New Observation. Confidence Interval and Prediction Interval 00:06:00 Model Building. What if the Regression Equation Contains 'Wrong' Predictors? 00:13:00 Section 04: Minitab Stepwise Regression and its Use for Finding the Optimal Model in Minitab 00:13:00 Regression with Minitab. Example. Auto-mpg: Part 1 00:17:00 Regression with Minitab. Example. Auto-mpg: Part 2 00:18:00 Section 05: Regression Trees The Basic idea of Regression Trees 00:18:00 Regression Trees with Minitab. Example. Bike Sharing: Part1 00:15:00 Regression Trees with Minitab. Example. Bike Sharing: Part 2 00:10:00 Section 06: Binary Logistics Regression Introduction to Binary Logistics Regression 00:23:00 Evaluating Binary Classification Models. Goodness of Fit Metrics. ROC Curve. AUC 00:20:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 1 00:16:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 2 00:18:00 Section 07: Classification Trees Introduction to Classification Trees 00:12:00 Node Splitting Methods 1. Splitting by Misclassification Rate 00:20:00 Node Splitting Methods 2. Splitting by Gini Impurity or Entropy 00:11:00 Predicted Class for a Node 00:06:00 The Goodness of the Model - 1. Model Misclassification Cost 00:11:00 The Goodness of the Model - 2 ROC. Gain. Lit Binary Classification 00:15:00 The Goodness of the Model - 3. ROC. Gain. Lit. Multinomial Classification 00:08:00 Predefined Prior Probabilities and Input Misclassification Costs 00:11:00 Building the Tree 00:08:00 Classification Trees with Minitab. Example. Maintenance of Machines: Part 1 00:17:00 Classification Trees with Miitab. Example. Maintenance of Machines: Part 2 00:10:00 Section 08: Data Cleaning Data Cleaning: Part 1 00:16:00 Data Cleaning: Part 2 00:17:00 Creating New Features 00:12:00 Section 09: Data Models Polynomial Regression Models for Quantitative Predictor Variables 00:20:00 Interactions Regression Models for Quantitative Predictor Variables 00:15:00 Qualitative and Quantitative Predictors: Interaction Models 00:28:00 Final Models for Duration and TotalCharge: Without Validation 00:18:00 Underfitting or Overfitting: The 'Just Right Model' 00:18:00 The 'Just Right' Model for Duration 00:16:00 The 'Just Right' Model for Duration: A More Detailed Error Analysis 00:12:00 The 'Just Right' Model for TotalCharge 00:14:00 The 'Just Right' Model for ToralCharge: A More Detailed Error Analysis 00:06:00 Section 10: Learning Success Regression Trees for Duration and TotalCharge 00:18:00 Predicting Learning Success: The Problem Statement 00:07:00 Predicting Learning Success: Binary Logistic Regression Models 00:17:00 Predicting Learning Success: Classification Tree Models 00:09:00
In today's dynamic landscape, starting a business or social enterprise is not just about profit; it's about making a meaningful impact. The Stone Soup Approach course equips individuals with essential skills to navigate this terrain. Understanding social entrepreneurship is crucial as it blends business acumen with societal welfare. Through modules like Introduction to Social Enterprise and Entrepreneurship, Establishing Your Organisation, and Managing Funds, participants grasp the fundamentals of sustainable ventures. Learning to create a brand and manage a social enterprise ensures credibility and longevity in the market. This course is indispensable, offering practical insights applicable in daily life and professional endeavors. In the UK job market, where such skills are highly sought-after, completion of this course enhances employability. The median salary for roles in this sector averages £30,000 annually. As the demand for socially conscious ventures rises steadily, with an increase of 10% annually, the Stone Soup Approach course becomes a strategic investment for aspiring entrepreneurs and changemakers alike. Key Features: CPD Certified Starting a Business course Free Certificate Developed by Specialist Lifetime Access Course Curriculum: Module 01: Introduction to Social Enterprise and Entrepreneurship Module 02: Establishing Your Organisation Module 03: Creating a Brand Module 04: Managing Funds Module 05: Managing a Social Enterprise Learning Outcomes: Analyze Social Enterprise fundamentals for strategic entrepreneurial decision-making. Develop effective organisational structures for successful business or social enterprises. Craft compelling brand strategies aligning with the Stone Soup Approach ethos. Apply financial management techniques for efficient resource allocation in your enterprise. Implement strategies to balance social impact and business sustainability effectively. Demonstrate proficiency in overseeing and adapting to the unique challenges faced. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Starting a Business or Social Enterprise - The Stone Soup Approach course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Starting a Business or Social Enterprise - The Stone Soup Approach. Moreover, this course is ideal for: Aspiring Entrepreneurs seeking to merge business success with social impact. Individuals with a passion for creating positive change through entrepreneurship. New Business Owners aiming for sustainable impact in their ventures. Social Innovators looking to establish and manage impactful enterprises. Those eager to cultivate a brand that reflects their social values. Requirements There are no requirements needed to enrol into this Starting a Business or Social Enterprise - The Stone Soup Approach course. We welcome individuals from all backgrounds and levels of experience to enrol into this Starting a Business or Social Enterprise - The Stone Soup Approach course. Career path Social Enterprise Manager - £25K to 45K/year Community Development Officer - £20K to 35K/year Social Innovation Consultant - £30K to 60K/year Impact Investment Analyst - £35K to 55K/year Corporate Social Responsibility Manager - £35K to 60K/year Certificates Digital certificate Digital certificate - Included Will be downloadable when all lectures have been completed.
Learn how to become financially stable or help someone become one in this very comprehensive course! Description: To be able to discipline yourself with your finances, you have to understand the cause on why you are spending too much or why spend carelessly. This course will be providing the guidelines in money management. You will learn how to start to care about your finances and know the perspective of professionals and advisers on how they discipline themselves with their finances. You will also be able to teach children how to manage their money as early as possible for them to get used to money management. Who is the course for? Businessmen or professionals who are in the financial industry. People who have an interest in managing their finances. 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 hard copy at a cost of £39 or in PDF format at a 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 recognized 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 Complete Money Management course is a useful qualification to possess, and would be beneficial for: Accounting Officer Analyst Businessmen Financial Advisers Financial Consultant Financial Manager. The Complete Money Management Course Beginning Early to Do Better - The Lemonade Way 00:30:00 How To Teach Kids to Manage Money 00:30:00 Money Management Tips For Teenagers 00:30:00 Money Management Tips for Families 00:15:00 How To Manage Money for Home Business Ventures 00:15:00 Ways To Motivate Yourself when the Chips are Down 00:30:00 Protecting Yourself from Illegal Money Management Schemes 00:30:00 Where Should You Invest Money 00:30:00 Money Management Strategies 00:30:00 The Future Of Money Management 00:15:00 Mock Exam Mock Exam - The Complete Money Management Course 00:20:00 Final Exam Final Exam - The Complete Money Management Course 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
The Complete Guide to Corporate Governance
By Compliance Central
Corporate governance offers abundant opportunities to shape and oversee organisations. In the UK, it's vital for transparency, accountability, and ethics. Demand for experts is rising as companies strengthen governance frameworks. Our course, "The Complete Guide to Corporate Governance," equips you with comprehensive knowledge and practical skills. From capital management to risk analysis, we navigate complex decision-making. Enrol today for a fulfilling career in corporate governance. Get 6 CPD Accredited Courses for only £41 with 6 Free PDF Certificates worth £24! Offer Valid for a Limited Time!! So Hurry Up and Enrol Now!!! Course 01: Corporate Finance: Working Capital Management Course 02: Capital Budgeting & Investment Decision Rules Course 03: Financial Analysis Course 04: Financial Investigator/Fraud Investigator Course 05: Corporate Risk And Crisis Management - Online Course Course 06: Communication Skills Corporate Governance Course Learning Outcomes: Understand the principles and practices of corporate governance. Apply working capital management techniques in corporate finance. Evaluate capital budgeting decisions using investment decision rules. Conduct financial analysis to assess organisational performance and stability incorporate governance. Develop corporate governance skills to become a proficient financial investigator or fraud investigator. Learn corporate risk and crisis management strategies for effective decision-making. Enhance corporate and strategic communication skills as a corporate governance manager. Key Highlights of the Corporate Governance Course: Lifetime Access to All Corporate Governance Learning Resources An Interactive, Online Corporate Governance Course Created By Experts in the Corporate Governance Field Self-Paced and 24/7 Learning Support Free Certificate After Corporate Governance Course Completion The Complete Guide to Corporate Governance Curriculum Breakdown of the The Complete Guide to Corporate Governance Bundle Curriculum Breakdown of Corporate Finance: Working Capital Management Section 01: Course Introduction Section 02: Introduction to Working Capital Management Section 03: Trade Credit and Receivable Management Section 04: Payables Management Section 05: Inventory Management Practices Section 06: Cash Management Practice Curriculum Breakdown of Capital Budgeting & Investment Decision Rules Section 01: Introduction Section 02: NPV Method Section 03: Payback Period Method Section 04: Internal Rate of Return (IRR) Section 05: Evaluating Projects in Different Lives Section 06: Conclusion Curriculum Breakdown of Financial Analysis Section 01: Introduction Section 02: Profitability Section 03: Return Ratio Section 04: Liqudity Ratio Section 05: Operational Analysis Section 06: Detecting Manipulatio Curriculum Breakdown of Financial Investigator/Fraud Investigator Module 01: Introduction to Financial Investigator Module 02: Introduction to Financial Investigation Module 03: Characteristics of Financial Crimes Module 04: Categories of Financial Crimes Module 05: Financial Crime Response Plan Module 06: Collecting, Preserving and Gathering Evidence Module 07: Laws against Financial Fraud Curriculum Breakdown of Corporate Risk And Crisis Management - Online Course Module 01: Introduction to Risks and Risk Analysis Module 02: Process of Risk Analysis and Management Module 03: Corporate of Risk Management Module 04: Managing Financial Risks Module 05: Introduction to Crisis and Crisis Management Module 06: Crisis Response and Communication Module 07: Incidents Management and Emergency Response Plan Module 08: Crisis Management Team Module 09: Post Crisis Phase Curriculum Breakdown of Communication Skills Module 01: Basic Communication Skills Module 02: Advance Communication (I) Module 03: Advance Communication (II) Module 04: Telephone Etiquette Module 05: Body Language and Effective Communication CPD 60 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is designed for individuals who are interested in understanding and navigating the complex world of corporate governance. It is suitable for professionals working in corporate management, finance, auditing, compliance, and related fields, as well as individuals aspiring to pursue careers in these areas. Career path Jobs related to this course in the UK: Corporate Governance Officer - £40-60k/year. Risk Manager - £45-70k/year. Compliance Analyst - £30-50k/year. Financial Investigator - £35-55k/year. Corporate Communications Manager - £40-70k/year. Certificates Certificate of completion Digital certificate - Included Get 6 CPD accredited PDF certificate for Free. Certificate of completion Hard copy certificate - £9.99 Get 6 CPD accredited Hardcopy certificate for £9.99 each. The delivery charge of the hardcopy certificate inside the UK is £3.99 each, and international students need to pay £9.99 each to get their hardcopy certificate.
