2117 Maintenance courses in Cardiff delivered On Demand

Arboriculture, a vital field in the UK, is increasingly gaining attention for its critical role in environmental sustainability and urban development. With over 3 million hectares of woodland in the UK, the need for skilled professionals in this sector is undeniable. This course delves into the science and art of cultivating trees, shrubs, and other perennial plants. It's designed to equip learners with a comprehensive understanding of tree biology, health, conservation, and management. Emphasizing a blend of theoretical knowledge and practical skills, the program addresses current issues like climate change and urban green space development. It's an ideal course for those passionate about making a tangible impact on the environment and urban landscapes. Learning Outcomes Understand fundamental principles of tree biology and ecology. Identify and manage tree diseases and pests effectively. Apply best practices in urban tree management and conservation. Master techniques in tree planting, pruning, and care. Assess tree risks and their impact on the environment. Develop strategies for sustainable woodland management. Employ advanced tools for arboriculture research and analysis. Navigate legal frameworks related to trees and woodlands. Who Is This Course For? Environmental enthusiasts seeking a career in sustainable practices. Urban planners aiming to integrate green spaces in cityscapes. Conservationists focused on preserving and managing woodlands. Landscape architects aspiring to incorporate trees in design. Forestry students expanding their expertise in tree care. Why Choose Us? Lifetime access to course materials Full tutor support is available Monday through Friday for all courses Learn essentials skills at your own pace from the comfort of your home Gain a thorough understanding of the course Access informative video modules taught by expert instructors 24/7 assistance and advice available through email and live chat Study the course on your computer, tablet, or mobile device Improve your chances of gaining professional skills and earning potential by completing the course. Why should you study this course? The course offers a comprehensive introduction to the subject matter and provides a solid foundation for further study. It will also help students to gain knowledge and skills that can be applied in their professional or personal life. Assessment The course includes a series of quizzes that will test your understanding and retention of the material covered in the course. The quizzes will help you to identify areas where you may need further practice, and you will have the opportunity to review the course materials as needed. Upon successfully passing the final quiz, you will be able to order your certificate of achievement. Career Path Tree Surgeon: £20,000 - £30,000 Arboricultural Consultant: £25,000 - £35,000 Urban Forester: £22,000 - £32,000 Landscape Architect: £24,000 - £34,000 Environmental Consultant: £23,000 - £33,000 Forestry Manager: £26,000 - £36,000 Course Features Lectures 8 Quizzes 0 Duration Lifetime access Skill level All levels Language English Students 23 Assessments Yes Arboriculture - Tree Biology & Planting Techniques Lecture1.1 Module 1: Introduction to Arboriculture Lecture1.2 Module 2: Tree Biology and Physiology Lecture1.3 Module 3: Tree Identification and Taxonomy Lecture1.4 Module 4: Tree Health and Assessment Lecture1.5 Module 5: Tree Pruning and Maintenance Lecture1.6 Module 6: Advanced Tree Care Techniques Lecture1.7 Module 7: Tree Planting and Establishment Lecture1.8 Module 8: Urban Forestry and Planning

Course overview Electrical accidents can cause a lot of harm to your body. So, while working with electrical equipment, you need to be super careful and maintained safety precautions always. Learn how you can maintain safety while working with electrical equipment from this Advanced Electrical Safety at Workplace course. This course will help you to understand electrical hazards and how you can keep yourself safe from those hazards. This interactive course will teach you about electrical safety procedures step by step with easily understandable and bite-sized lessons. You will be familiarised with various electrical hazards, their impact and how to prevent them in this Advanced Electrical Safety at Workplace course. This course will provide you with the skills you need to handle electrical equipment safely. Learning outcomes Learn about the roles and responsibilities of an electrician Understand the safety precautions for electricians Learn the basic principles of the direct and alternating current Be able to calculate voltage and resistance Learn how to work safely with electrical equipment Learn about different electrical accidents and first aid procedures Be able to recognise electrical risks and mitigate them Be able to perform safety inspections and ensure safety before working with electrical equipment Who Is This Course For? Anyone who wants to learn about electrical safety can take this Advanced Electrical Safety at Workplace course. The skills gained from this training will provide excellent opportunities for career advancement.  Entry Requirement This course is available to all learners of all academic backgrounds. Learners should be aged 16 or over. Good understanding of English language, numeracy and ICT skills are required to take this course. Certification After you have successfully completed the course, you will obtain an Accredited Certificate of Achievement. And, you will also receive a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy for £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 and materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; United Kingdom & internationally recognised accredited qualification; Access to course content on mobile, tablet and desktop from anywhere, anytime; Substantial career advancement opportunities; 24/7 student support via email. Career Path The Advanced Electrical Safety at Workplace course provides essential skills that will make you more effective in your role. It would be beneficial for any related profession in the industry, such as: Electricians Technicians Mechanics Residential Managers Safety Professionals Engineers Housekeepers Maintenance Officers Builders Advanced Electrical Safety at Workplace Module 1: Safety Precautions FREE 00:47:00 Module 2: Direct Current 00:21:00 Module 3: Alternating Current 00:21:00 Module 4: Voltage and Resistance 00:22:00 Module 5: Capacitance and Capacitors 00:20:00 Module 6: Working Safely with Electrical Equipment 00:19:00 Module 7: Electrical Incidents 00:12:00 Module 8: Risk Assessment 00:27:00 Module 9: Reducing and Controlling Risks 00:25:00 Module 10: Combined Inspection and Testing 00:40:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Course Overview Ensuring safety is the top priority for any workplace. Workplace safety makes your work smoother and more efficient. Learn how you can report and manage injuries and diseases at the workplace from this RIDDOR Training Masterclass course and ensure safety wherever you work. This RIDDOR Training Masterclass course will help you understand the principles of RIDDOR and its working procedures properly. You will learn about different diseases and risks of the workplace and how to prevent them. This course will teach you about business laws and regulations, health and safety precautions and risk assessment procedures. You will be able to understand the risk of working in any environment and handle those risks effectively. The easily understandable modules will help you to grasp the knowledge fast and memories them. This course will teach you RIDDOR techniques and principles from scratch. Learning Outcomes Familiarize with different types of work environment Understand how to handle injuries and diseases of your coworkers Be able to report any accident or casualties in the workplace Learn about the workplace health and safety laws Be able to manage health and safety regulations at your workplace Learn about different risk assessment tests Familiarize with common risks that might happen in the workplace Be able to communicate effectively with your co-workers in a dangerous situation Understand the steps of RIDDOR Who is this course for? This comprehensive RIDDOR Training Masterclass is ideal for those who want to understand the risks of workplace and take necessary safety measures. You will get a clear idea about risk assessment and management from this course. 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. Certification After you have successfully completed the course, 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 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 RIDDOR Training Masterclass is a useful qualification to possess and would be beneficial for any related profession or industry such as: Employees Health And Safety Professionals Human Resource Professionals Team Leaders Supervisors Managers Maintenance Staffs Security Officers Business Owners Executives RIDDOR Training Masterclass Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

🌐 Office Safety Training Course Overview: Ensuring a Secure Workplace Environment   Welcome to the comprehensive 'Office Safety Training' course - your gateway to fostering a secure and healthy workplace environment. This meticulously designed program covers essential modules to equip your team with the knowledge and skills necessary to navigate potential hazards, respond effectively to emergencies, and maintain a thriving office culture.   🚨 Module 1: Introduction to Office Safety Emergency Preparedness and Response Understand the fundamentals of office safety. Develop emergency response plans tailored to your workspace. Learn crucial communication strategies during emergencies.   🔍 Module 2: Workplace Hazard Identification and Healthy Work Practices Identify potential workplace hazards. Implement preventive measures to ensure a safe working environment. Promote healthy work practices for enhanced employee well-being.   🔥 Module 3: Electrical Fire Safety in the Office and Emergency Evacuation Gain insights into electrical fire safety protocols. Learn effective emergency evacuation procedures. Understand the proper usage and maintenance of firefighting equipment.   🧪 Module 4: Hazardous Materials Management and Emergency Medical Response Handle hazardous materials safely. Acquire knowledge of emergency medical response techniques. Foster a culture of quick and efficient emergency medical assistance.   💡 Module 5: Mental Health and Workplace Violence Prevention Recognize signs of mental health issues in the workplace. Implement strategies for mental health support. Understand and prevent workplace violence through effective prevention measures.   🚧 Module 6: Office Security and Access Control Preparedness and Response Develop a robust office security plan. Implement access control measures to safeguard your workspace. Respond effectively to security incidents and potential threats.   📈 Why Choose Our Office Safety Training Course? Comprehensive Coverage: Our course covers a wide range of safety aspects tailored for office environments. Expert Instructors: Learn from experienced professionals with a wealth of knowledge in occupational safety. Interactive Learning: Engage in practical exercises, case studies, and simulations for a hands-on learning experience. Customizable: Tailor the course content to meet the specific needs and risks of your office.   🎓 Who Should Enroll? Office Managers HR Professionals Facility Managers Employees at all levels   Invest in the safety and well-being of your team today. Enroll in the 'Office Safety Training' course to create a workplace that prioritizes security, health, and productivity. Contact us now to discuss how we can customize this training program to address the unique needs of your organization. Together, let's build a safer and healthier work environment! Course Curriculum Module 1- Introduction to Office Safety Emergency Preparedness and Response Introduction to Office Safety Emergency Preparedness and Response 00:00 Module 2- Workplace Hazard Identification and Healthy Work Practices Workplace Hazard Identification and Healthy Work Practices 00:00 Module 3- Electrical Fire Safety in the Office and Emergency Evacuation Electrical Fire Safety in the Office and Emergency Evacuation 00:00 Module 4- Hazardous Materials Management and Emergency Medical Response Hazardous Materials Management and Emergency Medical Response 00:00 Module 5- Mental Health and Workplace Violence Prevention Mental Health and Workplace Violence Prevention 00:00 Module 6- Office Security and Access Control Preparedness and Response Office Security and Access Control Preparedness and Response 00:00

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Course Title: Per Unit Analysis for Single and Three Phase Systems   Overview: Unlock the Power of Per Unit Analysis for Electrical Systems Efficiency! Are you ready to elevate your understanding of electrical systems to a new level? Our comprehensive course, 'Per Unit Analysis for Single and Three Phase Systems,' is designed to empower professionals like you with the knowledge and skills necessary to optimize electrical systems in both single and three-phase configurations.   Key Benefits: Deep Dive into Per Unit Analysis: Gain a profound understanding of the per unit system, an indispensable tool for simplifying complex electrical calculations. Master the art of transforming system parameters into a dimensionless form, allowing you to analyze and compare systems with ease. Single and Three-Phase Applications: Whether you're dealing with single-phase or three-phase systems, this course provides a thorough exploration of per unit analysis in both scenarios. From voltage and current transformations to power calculations, you'll be equipped to tackle real-world challenges in diverse electrical environments. Efficient Problem-Solving Techniques: Learn practical problem-solving techniques that will streamline your ability to troubleshoot and optimize electrical systems. Discover how per unit analysis simplifies the process of understanding system behavior, making you a more efficient and effective engineer. Real-World Case Studies: Delve into real-world case studies that bridge theoretical concepts with practical applications. Understand how per unit analysis has been successfully employed in various industries to enhance system performance and reliability. Interactive Learning Environment: Our course combines expertly crafted content with interactive learning tools, ensuring that you not only grasp the theoretical foundations but also apply them in simulated scenarios. Engage in hands-on exercises that reinforce your understanding and boost your confidence in applying per unit analysis.   Who Should Attend: Electrical Engineers Power Systems Designers Energy Analysts Maintenance and Operations Professionals Students and Graduates in Electrical Engineering   Enroll Today and Elevate Your Electrical Expertise! Don't miss this opportunity to enhance your skills and advance your career. Enroll in 'Per Unit Analysis for Single and Three Phase Systems' today and gain the knowledge to navigate the complexities of electrical systems with confidence. Your journey towards electrical mastery starts here! Course Curriculum Introduction To Per Unit Analysis For Single And Three Phase Systems Course Introduction To Per Unit Analysis For Single And Three Phase Systems Course 00:00 Per Phase Analysis Per Phase Analysis 00:00 Single Phase Pu Example Single Phase Pu Example 00:00 Three Phase Pu Analysis Transformer Configurations Three Phase Pu Analysis Transformer Configurations 00:00 Three Phase Pu Analysis Transformer Configurations Three Phase Pu Analysis Transformer Configurations 00:00 Three Phase Pu Analysis Transformer Configurations Three Phase Pu Analysis Transformer Configurations 00:00 Change Of Bases Change Of Bases 00:00 System Circuit Analysis System Circuit Analysis 00:00 Three Phase Pu Example Three Phase Pu Example 00:00 Pu Example Pu Example 00:00 Pu Example Pu Example 00:00 Pu Example Pu Example 00:00

Do you want to acquire the knowledge that will Help you Understand & Cope with Build Your Own Home Hydroponic? Step into the future of gardening: Hydroponics! Craft your lush haven, right from your living space. From seeds to harvest, navigate the water-grown wonder. Dream of fresh greens? Make it a daily delight. Elevate your green-thumb game;Embrace the revolution; elevate your green game! Course Highlights Build Your Own Home Hydroponic is an award winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Build Your Own Home Hydroponic for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. Build Your Own Home Hydroponict is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Build Your Own Home Hydroponic Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for?  Build Your Own Home Hydroponic is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Build Your Own Home Hydroponic is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Build Your Own Home Hydroponic Farm Equipment for Hydroponics 00:13:00 Growing in Greenhouse 00:09:00 Introduction to Hydroponics 00:12:00 Nutritional Problems and Solutions in Plant 00:07:00 Nutritional Problems in Plant 00:10:00 Plant Nutrition 00:10:00 Rooting Media 00:05:00 Seedling and Plant Maintenance 00:10:00

Building strong social relationships is a goal many of us strive for, yet it can feel like a complex task. The "Achieving Social Relationship Goals Course" is designed to help you improve your social interactions, understand the dynamics of building meaningful connections, and ultimately strengthen your relationships. Whether you’re looking to enhance your friendships, deepen family bonds, or improve your workplace relationships, this course offers valuable insights into how relationships work and how to foster them with confidence. Through a combination of expert guidance and proven techniques, this course helps you navigate the challenges of building trust, communicating effectively, and managing expectations. With an emphasis on emotional intelligence and empathy, you'll learn how to foster connections that are genuine and sustainable. The practical strategies provided will assist you in recognising your relationship needs and offer the tools to form positive, lasting social bonds. Whether you’re struggling with social anxiety or simply want to take your relationships to the next level, this course provides a thoughtful and structured approach to achieving your social goals. Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum Module 1: Introduction to Social Relationship Goals Module 2: Effective Communication Skills Module 3: Conflict Resolution Strategies Module 4: Establishing Healthy Boundaries Module 5: Building Trust and Strengthening Relationships Module 6: Diversity and Inclusion in Relationships Module 7: Long-Term Relationship Maintenance Module 8: Social Relationships in the Digital Age Module 9: Action Planning and Goal Setting Learning Outcomes Master effective communication for impactful interactions. Resolve conflicts using proven strategies and maintain harmony. Establish and maintain healthy boundaries in diverse relationships. Build trust and strengthen connections for enduring relationships. Embrace diversity, fostering inclusivity in your social circles. Navigate the challenges of long-term relationship dynamics with confidence. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certificate After completing this course, you will get a FREE Digital Certificate from Training Express. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Professionals aiming to enhance workplace relationships. Students navigating the complexities of social interactions. Individuals committed to personal growth and relationship mastery. Couples seeking tools for sustaining long-term connections. Anyone eager to navigate the digital landscape of social relationships. Those wanting to build trust and strengthen connections in diverse environments. Individuals aspiring to resolve conflicts with finesse. Those interested in creating a strategic action plan for relationship goals. Career path Relationship Counsellor HR Specialist Communication Specialist Diversity and Inclusion Officer Social Media Manager Personal Development Coach Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Become skilled in teaching and learn what it takes to become a successful teacher in the UK. Find out all about School Administrator Training - CPD Accredited and prepare for a rewarding career in teaching. Comprised of 11 modules, this course will teach you: Demonstrate in-depth knowledge of the role and responsibilities of a School Administrator Identify the different types of schools in the UK and stages of child development Develop the school curriculum and find strategies to develop schools and teachers Monitor the school's admission, attendance, dropout and transfer Safeguard the safety & welfare of students in compliance with The Children Act 1989 Understand the different behavioural issues and problems of students, such as bullying and drug taking Maintain toilet and washing facilities, water supplies and outdoor spaces Provide SEN learning support to children with autism, ADHD and dyslexia Show excellent time management, organising and problem-solving skills Ensure a safe and productive school environment for staff and pupils After completing the course, you will be confident in your skills to nail any interview in this field, and the certification will allow you to get noticed by employers. Yeah, that's right, there's a CPD certification available for free after you complete this course! The exams and assessments are also free, so you can focus more on studying the course and less on paying for stuff. This course is a value for money and the 1000 reviews that Training Express already has act as a testament to how good we are at training people. Our courses are designed and developed by teams of people who give their best effort to ensure you get the best learning experience possible for such a low price. Enrol now and learn without worries. Train with Training Express and prepare for a career in Teaching in the UK. Course Curriculum: Module-1: Introduction to School Administration Module-2: Types of Schools in the UK Module-3: Workplace Development Module-4: Creating and Maintaining a School Culture Module-5: Educational Administration and Management Module-6: Safeguarding Students Module-7: Child Development Module-8: Serious Behavioural Issues and Problems of Students Module-9: Managing School Premises Module-10: Safety and Maintenance As an Administrator Module-11: Self-Management and Dealing with Stress Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing an online module. For each test, the pass mark will be set to 60%. Disclaimer: The CPD approved course is owned by E-Learning Solutions Ltd and is distributed under license. Accredited Certificate After successfully completing this School Administrator Training - CPD Accredited course, you will qualify for the CPD Certification Service (CPD UK) certified certificate from Training Express. Why Choose The CPD Certification Service Accredited Course? With 25 years of experience in the Continuous Professional Development sector, CPD Certification Service (CPD UK) is the leading CPD accreditation organisation in the UK, working across all industry sectors. The CPD Certification Service provides recognised independent CPD accreditation compatible with global CPD requirements. Hundreds and thousands of professionals recognise the CPD Certified symbol as the qualitative benchmark that reflects and sets the industry standards. CPD UK evaluates learning activities to the highest standards and courses are certified against the universally accepted structured checklist. CPD 10 CPD hours / points Accredited by The CPD Certification Service Who is this course for? The School Administrator Training - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our School Administrator Training - CPD Accredited training.

Register on the Machine Learning Basics 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 Machine Learning Basics 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 Machine Learning Basics Receive an 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) Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Upon successful completion of the final assessment, you will be eligible to apply for the Quality Licence Scheme Endorsed Certificate of achievement. This certificate will be delivered to your doorstep through the post for £119. An extra £10 postage charge will be required for students leaving overseas.  CPD Accredited Certificate 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 Machine Learning Basics, 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 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 Total Charge: 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 Total Charge 00:14:00 The 'Just Right' Model for Toral Charge: 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 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.