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.
Embark on an exhilarating journey into game development with our cutting-edge course: 'Coroutines in Unity 3D Masterclass.' Delve into the intricate world of Unity 3D as we unravel the mysteries behind coroutines, a powerful tool in game development. We'll guide you through each section through a fusion of theoretical understanding and hands-on practice, transforming you from a novice into a proficient game developer. In the opening chapters, we lay the groundwork with a comprehensive introduction, setting the stage for your immersive learning experience. From there, we seamlessly transition into mastering the basics, ensuring you have a solid foundation to build upon. As you progress, you'll witness the magic of coroutines come to life, from creating captivating UI animations to constructing an enthralling idle clicker game. We don't stop there; our bonus section provides a tantalising glimpse into state machine examples, further enhancing your expertise. Learning Outcomes: Acquire a deep understanding of coroutines in Unity 3D. Master the basics of game development within the Unity environment. Build dynamic UI animations and enhance game menus with finesse. Construct a fully functional idle clicker game showcasing your newfound skills. Expand your knowledge with bonus state machine examples, elevating your game development prowess. Why buy this Coroutines in Unity 3D Masterclass? 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. Certification After studying the course materials of the Coroutines in Unity 3D Masterclass there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for free. Original Hard Copy certificates need to be ordered at an additional cost of £8. Who is this course for? Aspiring game developers eager to enhance their Unity skills. Students with a passion for immersive, interactive experiences. Professionals seeking to augment their game development toolkit. Enthusiasts interested in exploring the intricacies of coroutines in Unity 3D. Individuals keen on mastering UI animation and game menu design. Prerequisites This Coroutines in Unity 3D Masterclass does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Coroutines in Unity 3D Masterclass 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. Career path Game Developer: £25,000 - £45,000 Per Annum Unity Developer: £30,000 - £50,000 Per Annum UI/UX Designer (with Unity proficiency): £25,000 - £40,000 Per Annum Indie Game Developer: £20,000 - £60,000 Per Annum Game Programmer: £25,000 - £50,000 Per Annum Software Engineer (specialising in gaming): £30,000 - £55,000 Per Annum Course Curriculum Section 01: Introduction Lecture 01: Course Trailer 00:01:00 Lecture 02: Course Overview 00:03:00 Lecture 03: Useful Visual Studio Extension 00:02:00 Section 02: Basics Lecture 04: Coroutines Introduction 00:09:00 Lecture 05: Yield Instructions 00:03:00 Lecture 06: How To Start And Stop Coroutines 00:07:00 Section 03: Building UI Animator Lecture 07: Driver Introduction 00:04:00 Lecture 08: Driver Playback Direction 00:03:00 Lecture 09: Driver Progress 00:04:00 Lecture 10: Driver Looping 00:05:00 Lecture 11: Driver Callbacks 00:03:00 Lecture 12: Driver Custom Wait Time 00:03:00 Lecture 13: Driver Autostart, Pre-Start and Post-Reset 00:06:00 Lecture 14: Driver Refactoring 00:04:00 Lecture 15: Transform Controller Introduction 00:06:00 Lecture 16: Controller Auto Connect To Driver 00:03:00 Lecture 17: Controller Animate From Value To Value 00:03:00 Lecture 18: Controller Animate In Specific Axes 00:04:00 Lecture 19: Controller Animation Curve Easing 00:06:00 Lecture 20: Controller Refactoring To Abstract Class 00:05:00 Lecture 21: Image Controller 00:04:00 Lecture 22: Canvas Group Controller 00:02:00 Lecture 23: Controller Preview Animation In Editor 00:11:00 Lecture 24: Controller Remote Driver Access 00:11:00 Lecture 25: List Player Part 01 00:14:00 Lecture 26: List Player Part 02 00:11:00 Lecture 27: UI Animator Refactoring And Export 00:04:00 Section 04: Animating Game Menu With UI Animator Lecture 28: Animating Game Menu Part 01 00:12:00 Lecture 29: Animating Game Menu Part 02 00:09:00 Section 05: Building Idle Clicker Game Lecture 30: Game Manager Part 01 00:06:00 Lecture 31: Game Manager Part 02 00:05:00 Lecture 32: Creating Item Data And Item Manager 00:12:00 Lecture 33: On Click Process 00:07:00 Lecture 34: Creating Item Animations 00:05:00 Lecture 35: Item Available Logic 00:06:00 Lecture 36: Item Can Buy Logic 00:08:00 Lecture 37: Item Can Buy Manager Logic 00:07:00 Lecture 38: Finishing Item Prefabs 00:09:00 Lecture 39: Robot Animations 00:10:00 Lecture 40: Cook Progress Manager Part 01 00:08:00 Lecture 41: Cook Progress Manager Part 02 00:05:00 Lecture 42: Start Game Animation 00:06:00 Section 06: Bonus State Machine Example Lecture 43: Project Overview 00:06:00 Lecture 44: Basic State Machine Part 01 00:10:00 Lecture 45: Basic State Machine Part 02 00:07:00 Lecture 46: Adding Animations With Variations 00:10:00 Lecture 47: Optimizing Slow Methods 00:04:00 Resources Resources - Coroutines in Unity 3D Masterclass 00:00:00
Deal Price is Active Now; Save £401! Offer Ends Soon, Hurry Up!! Have you ever wondered how illegally embezzled money finances significant projects? Did you ever think about how luxury properties are purchased by using illegal money? And how organisations can prevent money laundering systematically? Then, this course is your ultimate guide to Anti Money Laundering (AML). So enrol today, accomplish the knowledge that will drive your career forward and get ahead of the curve! This Anti-Money Laundering course encompasses discrete topics from terrorist financing framework to customer due diligence checks and processes, demonstrating your understanding of the characteristics of a money laundering reporting officer. Through this course, you will explore how illegal activities affect the economic and social aspects and the different methods of money laundering. In addition, after completing this course, you will be able to plan and execute a risk-based approach to minimise financial crimes in organisations. Again, this course prepares you to apply the policy and procedures for reporting suspicious activity. Furthermore, the course will equip you with the ability to inspect the structures of a non-bank financial institution, insurance companies, financial statements, record keeping, and many more. That's not all though, after completing this course, you will illustrate perception on problem-solving, data analysis, and decision making, which will help you to master the related job responsibilities. With 24/7 student support offered to you on the course , you can be sure of quick and comprehensive assistance whenever you need it. You'll get a Free Student ID card by enrolling in thiscourse. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. What will I learn from this Anti Money Laundering course? An overview of the money laundering framework Acknowledge the proceeds of crime act 2002 Understand the principles of anti-money laundering regulations Demonstrate knowledge on the role of a money-laundering report officer How to assess and conduct an assessment of client's financial information The elements of customer due to diligence programme AML record-keeping standards in the UK Techniques to identify the risk associated with the financial transaction On top of everything, you will get a certificate which will help make a mark for yourself in the competitive job market. This certificate will also help you create an impression of self-reliance and dedication that will surely attract prospective employers to prioritise your job application. Enrol in this course today and open doors to enchanting career opportunities ahead. Why should you choose Anti-Money Laundering Course with Academy for Health & Fitness? Opportunity to earn a certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Globally accepted standard structured lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace Each of our students gets full 24/7 tutor support Experts created the Anti-Money Laundering? course to provide a rich and in-depth training experience for all students who enrol in it. Enrol in the course right now and you'll have immediate access to all of the Anti-Money Laundering? course materials. Then, from any internet-enabled device, access the Anti-Money Laundering? course materials and learn when it's convenient for you. Start your learning journey straight away with this Anti-Money Laundering? course and take a step toward a brighter future! *** Course Curriculum *** Here are the topics you will cover on the Course: >> Anti Money Laundering (AML) Course << Module 01: Introduction to Money Laundering Module 02: Proceeds of Crime Act 2002 Module 03: Development of Anti-Money Laundering Regulation Module 04: Responsibility of the Money Laundering Reporting Officer Module 05: Risk-based Approach Module 06: Customer Due Diligence Module 07: Record Keeping Module 08: Suspicious Conduct and Transactions Module 09: Awareness and Training Here is the module breakdown of Anti Money Laundering (AML) Course ----------- Module 01: Introduction to Money Laundering What Is Money Laundering? Turning 'Bad' Money into 'Legitimate' Money How Is Money Laundered? Why Are AML Efforts Important? The Three Stages of Money Laundering Module 02: Proceeds of Crime Act 2002 Introduction The Principal Offences Contained in Part 7 of POCA 2002 The Notion of Criminal Property Elements of Criminal Property The Concept of Knowledge The Notion of Suspicion Module 03: Development of Anti-Money Laundering Regulation Introduction The First Money Laundering Directive Terrorism legislation The Proceeds of Crime Act 2002 and Serious Organised Crime and money laundering offences under the Police Act 2005 The Second Money Laundering Directive The Third Money Laundering Directive The Fourth Money Laundering Directive The Fifth Money Laundering Directive Module 04: Responsibility of the Money Laundering Reporting Officer What Is a Money Laundering Reporting Officer? Who Can be Appointed as an MLRO? The Role of The Money Laundering Reporting Officer Module 05: Risk-based Approach Introduction What Is a Risk-Based Approach (RBA)? A Risk-Based Approach to Customer Due Diligence (CDD) How to Assess the Risk Profile of The Entity How to Assess Client Risk Conducting the Client Risk Assessment Module 06: Customer Due Diligence What is Customer Due Diligence? Main Elements of a Customer Due Diligence Program Enhanced Due Diligence Enhanced Due Diligence for Higher-Risk Customers Account Opening, Customer Identification and Verification Consolidated Customer Due Diligence Module 07: Record Keeping The Purpose of Record-Keeping What Records Have to be Kept? Customer Identification In What Form Should Records be Kept? Failure to Keep Records Module 08: Suspicious Conduct and Transactions What Is Suspicious Activity? What Is a Suspicious Transaction? Avoiding a National Reporting or Record-Keeping Requirement Wire or Fund Transfers Insufficient or Suspicious Information by a Customer Other Suspicious Customer Activity The Identification of Unusual Transactions The Types of Events That Might Cause Suspicion Module 09: Awareness and Training The Importance of Staff Awareness and Training The Core Obligations of Training Legal and Regulatory Obligations Staff Responsibilities Internal Training Procedures Assessment Process Once you have completed all the modules in the Anti Money Laundering course, you can assess your skills and knowledge with an optional assignment. Our expert trainers will assess your assignment and give you feedback afterwards. Showcase Your Accomplishment of New Skills: Get a Certification of Completion The learners have to successfully complete the assessment of this Anti Money Laundering course to achieve the CPD accredited certificate. Digital certificates can be ordered for only £10. The learner can purchase printed hard copies inside the UK for £29, and international students can purchase printed hard copies for £39. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Is This Anti Money Laundering (AML) Course Right for You? This Anti Money Laundering course has a practical focus and is open to anyone interested in the subject. However, the course is preferable by: Individuals with specific anti-money laundering duties Individuals working in financial services who want a thorough understanding of anti-money laundering Anyone who aspires to a career in anti-money laundering or fraud prevention Requirements Enrol on the Anti Money Laundering with no formal entry requirements! If you have a passion for knowledge and want to learn something new, register on the Anti Money Laundering 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 Anti Money Laundering online from your computer, tablet, or smartphone, and learn in a way that suits you. Career path Enrolling on this Anti Money Laundering Course can lead you to the following career paths: Ethics & Compliance Officer Lawyer Entrepreneur AML Analyst Accountant Bookkeeper Chartered Accountant Money Laundering Reporting Officer AML Officer Business Analyst Compliance Manager And many more!
Earn your EYFS Teaching Diploma and enhance your skills in Early Years Foundation Stage education. Our comprehensive program provides a deep understanding of child development, curriculum planning, and effective teaching strategies. Prepare to excel in the field of early childhood education with this accredited diploma, equipping you with the knowledge and confidence to create a positive impact on young learners' lives.
Overview With the ever-increasing demand for Criminal Law in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Criminal Law may be. Learning about Criminal Law or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Criminal Law . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Criminal Law is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Criminal Law course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Criminal Law course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Criminal Law course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Criminal Law , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Criminal Law , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Criminal Law , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Criminal Law course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. Course Curriculum Criminal Law Module 1 - Introduction to Criminal Law Module 1 - Introduction to Criminal Law 00:00 Criminal Law Module 2 - Elements of a Crime Module 2 - Elements of a Crime 00:00 Criminal Law Module 3 - The Police Module 3 - The Police 00:00 Criminal Law Module 4 - Prosecution, Caution and Diversion Module 4 - Prosecution, Caution and Diversion 00:00 Criminal Law Module 5 - The Trial Module 5 - The Trial 00:00 Criminal Law Module 6 - Sentencing Process Module 6 - Sentencing Process 00:00 Criminal Law Module 7 - Homicide Module 7 - Homicide 00:00 Criminal Law Module 8 - Blackmail, Robbery & Burglary Module 8 - Blackmail, Robbery & Burglary 00:00 Criminal Law Module 9 - White-Collar Crime Module 9 - White-Collar Crime 00:00 Criminal Law Module 10 - Sexual Offences Module 10 - Sexual Offences 00:00 Criminal Law Module 11 - Terrorism & Law Module 11 - Terrorism & Law 00:00 Criminal Law Module 12 - Theft Module 12 - Theft 00:00
ð Unlock the power to protect! Introducing our comprehensive course: 'Infection Control'! ð¦ In today's world, where global health concerns are at the forefront, there's never been a more crucial time to prioritize infection control. Our dynamic course equips you with the knowledge and skills needed to mitigate the spread of infectious diseases effectively. Whether you're a healthcare professional, caregiver, or simply passionate about safeguarding public health, this course is your gateway to becoming a proactive force against infections. ðª ð Benefits of Taking 'Infection Control' Course: Stay Ahead of the Curve: With ever-evolving pathogens and infectious diseases, staying updated on best practices for infection control is essential. Our course provides you with the latest insights and strategies to tackle emerging threats head-on. Enhance Your Expertise: Gain a comprehensive understanding of infection control principles, protocols, and procedures. From hand hygiene to environmental cleaning, you'll acquire the expertise needed to maintain a safe and sterile environment in any setting. Protect Yourself and Others: By mastering infection control techniques, you not only safeguard your own well-being but also contribute to the health and safety of those around you. Empower yourself to be a frontline defender against infections in your community. Boost Professional Credentials: Whether you're seeking career advancement in healthcare or aiming to enhance your resume, completing our 'Infection Control' course demonstrates your commitment to excellence in infection prevention and control. Peace of Mind: Equip yourself with the knowledge and skills to navigate public health challenges with confidence. With our course, you'll gain peace of mind knowing that you're equipped to handle infection control scenarios effectively. ð©âï¸ Who is this for? Healthcare Professionals: Nurses, doctors, pharmacists, and other healthcare professionals can benefit from reinforcing their infection control knowledge to provide optimal patient care. Caregivers: Whether you work in a nursing home, daycare, or home care setting, understanding infection control measures is crucial for protecting vulnerable populations. Students: Aspiring healthcare professionals and students pursuing degrees in health-related fields can gain a competitive edge by acquiring foundational knowledge in infection control early in their academic journey. Public Health Advocates: Individuals passionate about promoting public health and preventing the spread of infectious diseases will find our course instrumental in driving positive change in their communities. ð Career Path: Healthcare Settings: Hospitals, clinics, long-term care facilities, and other healthcare settings prioritize infection control to ensure patient safety and prevent healthcare-associated infections. Completing our course can open doors to various roles, including infection control nurse, epidemiologist, or infection preventionist. Public Health Agencies: Governmental organizations and public health agencies rely on skilled professionals to develop and implement infection control policies and initiatives. Graduates of our course may pursue opportunities in public health departments, CDC, WHO, and other global health organizations. Research and Academia: For those interested in advancing the field of infection control through research and education, our course serves as a solid foundation for pursuing academic or research-oriented careers in universities, research institutes, or pharmaceutical companies. Don't wait for the next outbreak to take action! Enroll in our 'Infection Control' course today and become a vital player in safeguarding public health. Together, let's combat infections and build a healthier, safer future! ð¼ð FAQ (Frequently Asked Questions) - Infection Control Q1. What is infection control? Infection control refers to the measures and practices implemented to prevent the spread of infections in various settings, including healthcare facilities, workplaces, schools, and communities. These measures aim to reduce the risk of transmitting infectious agents, such as bacteria, viruses, fungi, and parasites, from one person to another. Infection control strategies include hand hygiene, proper use of personal protective equipment (PPE), cleaning and disinfection of surfaces, safe handling and disposal of medical waste, and adherence to standard precautions and protocols. Q2. Why is infection control important? Infection control is essential for maintaining public health and preventing the spread of infectious diseases. Effective infection control measures can reduce the incidence of healthcare-associated infections (HAIs), protect healthcare workers and patients, minimize the burden on healthcare systems, and contribute to overall well-being and productivity in various environments. By preventing the transmission of pathogens, infection control measures also play a crucial role in containing outbreaks and pandemics. Q3. How can I practice infection control in my daily life? You can practice infection control in your daily life by adopting simple yet effective habits. These include: Regular handwashing with soap and water or using alcohol-based hand sanitizers. Covering your mouth and nose with a tissue or your elbow when coughing or sneezing. Avoiding close contact with sick individuals. Keeping commonly touched surfaces clean and disinfected. Using personal protective equipment, such as masks or gloves, when necessary. Following recommended vaccination schedules. Adhering to public health guidelines and regulations, especially during outbreaks or pandemics. Q4. How does infection control apply in healthcare settings? In healthcare settings, infection control is particularly critical due to the high risk of transmitting infections between patients, healthcare workers, and visitors. In addition to standard infection control practices, healthcare facilities implement additional measures, such as: Isolation precautions for patients with contagious diseases. Strict adherence to hand hygiene protocols. Use of specialized equipment and environmental controls to prevent cross-contamination. Staff education and training on infection control guidelines and procedures. Surveillance and monitoring of healthcare-associated infections to identify and address potential risks. By prioritizing infection control in healthcare settings, providers can ensure the safety and well-being of both patients and staff while maintaining the quality of care delivered. Course Curriculum Module 1-Introduction to Infection Introduction to Infection 00:00 Module 2-Chain of Infection Chain of Infection 00:00 Module 3- Foodborne & Waterborne infections Foodborne & Waterborne infections 00:00 Module 4- Skin Infection and Control Skin Infection and Control 00:00 Module 5-Bone Infection and it's control Bone Infection and it's control 00:00 Module 6-Nosocomial Infections and Control Nosocomial Infections and Control 00:00 Module 7-Infection prevention and control Infection prevention and control 00:00 Module 8-Good Hygiene Practices Good Hygiene Practices 00:00 Module 9-Maintaining personal hygiene Maintaining personal hygiene 00:00
Overview With the ever-increasing demand for Sexual Harrasement In The Workplace in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Sexual Harrasement In The Workplace may be. Learning about Sexual Harrasement In The Workplace or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Sexual Harrasement In The Workplace . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Sexual Harrasement In The Workplace is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Sexual Harrasement In The Workplace course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Sexual Harrasement In The Workplace course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Sexual Harrasement In The Workplace course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Sexual Harrasement In The Workplace , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Sexual Harrasement In The Workplace , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Sexual Harrasement In The Workplace , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Sexual Harrasement In The Workplace course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. ð Frequently Asked Questions (FAQs) ð 1. What is sexual harassment? Sexual harassment encompasses unwelcome sexual advances, requests for sexual favors, and other verbal or physical conduct of a sexual nature that creates a hostile or offensive work environment. It can take various forms, including explicit comments, gestures, or actions that make individuals feel uncomfortable or intimidated. 2. Why is sexual harassment in the workplace a significant issue? Sexual harassment not only undermines employee well-being and morale but also poses serious legal and financial risks for organizations. It can lead to decreased productivity, increased turnover, and costly litigation. Addressing sexual harassment is crucial for fostering a safe and respectful work environment where all employees can thrive. 3. What are the legal obligations regarding sexual harassment? Employers are legally obligated to provide a workplace free from sexual harassment under various federal, state, and local laws. These laws prohibit discrimination based on sex and impose responsibilities on employers to prevent and address harassment promptly. Failure to comply with these obligations can result in legal liability and reputational damage for organizations. 4. How can employees respond to incidents of sexual harassment? Employees who experience sexual harassment should report it to their employer's designated HR representative or follow the organization's established reporting procedures. It's essential to document the details of the incident(s) and seek support from trusted colleagues or external resources, such as advocacy groups or legal professionals, if necessary. 5. What steps can employers take to prevent sexual harassment? Employers can take proactive measures to prevent sexual harassment by implementing comprehensive policies and training programs, fostering a culture of respect and inclusivity, and promoting transparent reporting mechanisms. Additionally, conducting regular audits and assessments can help identify and address potential areas of concern within the organization. 6. How can individuals support a harassment-free workplace environment? Creating a harassment-free workplace requires collective effort and commitment from everyone within the organization. Individuals can contribute by actively promoting respect, empathy, and open communication, intervening when witnessing inappropriate behavior, and advocating for policies and practices that prioritize equity and inclusion. By addressing common questions and concerns about sexual harassment in the workplace, our course aims to empower individuals and organizations to navigate this complex issue with confidence and integrity. Together, we can work towards building a more equitable and respectful work environment for all. Course Curriculum Module 1 Introduction to Sexual Harassment Introduction to Sexual Harassment 00:00 Module 2 Legal Consequences of Sexual Harassment and Remedies for Victims Legal Consequences of Sexual Harassment and Remedies for Victims 00:00 Module 3 Responding to Allegations of Sexual Harassment Responding to Allegations of Sexual Harassment 00:00 Module 4 Additional Resources and Support Additional Resources and Support 00:00 Module 5 Action Plan Action Plan 00:00 Module 6 Responding to Sexual Harassment Responding to Sexual Harassment 00:00 Module 7 Legal Considerations Legal Considerations 00:00 Module 8 Prevention and Education Prevention and Education 00:00 Module 9 Responding to and Investigating Reports of Sexual Harassment Responding to and Investigating Reports of Sexual Harassment 00:00 Module 10 Preventing Sexual Harassment in the Workplace Preventing Sexual Harassment in the Workplace 00:00
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
Duration 3 Days 18 CPD hours This course is intended for Blockchain Architects Blockchain DevelopersApplication Developers Blockchain System AdministratorsNetwork Security Architects Cyber Security ExpertsIT Professionals w/cyber security experience Overview Those who attend the Security for Blockchain Professionals course and pass the exam certification will have a demonstrated knowledge of:Identifying and differentiating between security threats and attacks on a Blockchain network.Blockchain security methods, best practices, risk mitigation, and more.All known (to date) cyber-attack vectors on the Blockchain.Performing Blockchain network security risk analysis.A complete understanding of Blockchain?s inherent security features and risks.An excellent knowledge of best security practices for Blockchain System/Network Administrators.Demonstrating appropriate Blockchain data safeguarding techniques. This course covers all known aspects of Blockchain security that exist in the Blockchain environment today and provides a detailed overview of all Blockchain security issues, including threats, risk mitigation, node security integrity, confidentiality, best security practices, advanced Blockchain security and more. Fundamental Blockchain Security Cryptography for the Blockchain Hash Functions Public Key Cryptography Elliptic Curve Cryptography A Brief Introduction to Blockchain The Blocks The Chains The Network Promises of the Blockchain Blockchain Security Assumptions Digital Signature Security Hash Function Security Limitations of Basic Blockchain Security Public Key Cryptography Review Real-Life Public Key Protection Cryptography and Quantum Computers Lab 1 (Tentative) Finding Hash Function Collisions Reversible hash function Hash function with poor non-locality Hash function with small search space Breaking Public Key Cryptography Brute Forcing a Short Private Key Brute Forcing a Poorly-Chosen Private Key Consensus in the Blockchain Blockchain Consensus and Byzantine Generals Blockchain Networking Review Byzantine Generals Problem Relation to Blockchain Byzantine Fault Tolerance Introduction to Blockchain Consensus Security Blockchain Consensus Breakthrough Proof of Work What is Proof of Work? How does Proof of Work Solve BGP? Proof of Work Security Assumptions Attacking Proof of Work Proof of Stake What is Proof of Stake? How does Proof of Stake Solve BGP? Proof of Stake Security Assumptions Attacking Proof of Stake General Attacks on Blockchain Consensus Other Blockchain Consensus Algorithms Lab 2 (Tentative) Attacking Proof of Work Performing a 51% Attack Performing a Selfish Mining Attack Attacking Proof of Stake Performing a XX% Attack Performing a Long-Range Attack Malleable Transaction Attacks Advanced Blockchain Security Mechanisms Architectural Security Measures Permissioned Blockchains Checkpointing Advanced Cryptographic Solutions Multiparty Signatures Zero-Knowledge Proofs Stealth Addresses Ring Signatures Confidential Transactions Lab 3 (Tentative) Permissioned Blockchains 51% on a Checkpointed Blockchain Data mining on a blockchain with/without stealth addresses Zero-Knowledge Proof Simulation Trying to fake knowledge of a ZKP Module 4: Blockchain for Business Introduction to Ethereum Security What is Ethereum Consensus in Ethereum Smart Contracts in Ethereum Ethereum Security Pros and Cons of Ethereum Blockchains Introduction to Hyperledger Security What is Hyperledger Consensus in Hyperledger Smart Contracts in Hyperledger Hyperledger Security Pros and Cons of Hyperledger Blockchains Introduction to Corda Security What is Corda Consensus in Corda Smart Contracts in Corda Corda Security Pros and Cons of Corda Blockchains Lab 4 Blockchain Risk Assessment What are the Risks of the Blockchain? Information Security Information Sensitivity Data being placed on blockchain Risks of disclosure Regulatory Requirements Data encryption Data control PII protection Blockchain Architectural Design Public and Private Blockchains Open and Permissioned Blockchains Choosing a Blockchain Architecture Lab 5 Exploring public/private open/permissioned blockchains? Basic Blockchain Security Blockchain Architecture User Security Protecting Private Keys Malware Update Node Security Configuring MSPs Network Security Lab 6 (TBD) Smart Contract Security Introduction to Smart Contracts Smart Contract Security Considerations Turing-Complete Lifetime External Software Smart Contract Code Auditing Difficulties Techniques Tools Lab 7 (Tentative) Try a couple of smart contract code auditing tool against different contracts with built-in vulnerabilities Module 8: Security Implementing Business Blockchains Ethereum Best Practices Hyperledger Best Practices Corda Best Practices Lab 8 Network-Level Vulnerabilities and Attacks Introduction to Blockchain Network Attacks 51% Attacks Denial of Service Attacks Eclipse Attacks Routing Attacks Sybil Attacks Lab 9 Perform different network-level attacks System-Level Vulnerabilities and Attacks Introduction to Blockchain System Vulnerabilities The Bitcoin Hack The Verge Hack The EOS Vulnerability Lab 10 Smart Contract Vulnerabilities and Attacks Introduction to Common Smart Contract Vulnerabilities Reentrancy Access Control Arithmetic Unchecked Return Values Denial of Service Bad Randomness Race Conditions Timestamp Dependence Short Addresses Lab 11 Exploiting vulnerable smart contracts Security of Alternative DLT Architectures What Are Alternative DLT Architectures? Introduction to Directed Acyclic Graphs (DAGs) DAGs vs. Blockchains Advantages of DAGs DAG Vulnerabilities and Security Lab 12 Exploring a DAG network