1078 Cleaning courses in Cardiff delivered On Demand

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

[vc_row][vc_column][vc_column_text] Description: Want to become a Sterile Compounding Pharmacy Technician and learn how to work with sterile products? You have come to the right place. Throughout this Sterile Compounding Techniques course, you will be introduced to the basic concept of pharmaceutical compounding in an easy to grasp manner. You will develop your understanding of sterile and non-sterile compounding and will be able to differentiate sterile from non-sterile compounding, including USP 797 versus USP 795. Over multiple interactive and engaging modules, you will develop your understanding of different techniques for sterile pharmaceutical compounding. On completion, you will be fully equipped with the practical skills to take the Certified Compounded Sterile Preparation Technician™ (CSPT™) Exam by the Pharmacy Technician Certification Board (PTCB). This sterile compounding course is ideal for beginners and aspiring pharmacy technicians. Take steps to become a trained pharmacist and fast-track your career with this certificate program. Assessment: To successfully complete the course you must submit two assignment questions. The answers should be in the form of written work in pdf or word. Students can write the answers at their own convenience time. Each answer needs to be around 200 words (1 Page). After submission of the assignment, the tutor will check and assess the work. Certification: After completing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Sterile Compounding Techniques is certified by CPD Qualifications Standards and CiQ. 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 background. Requirements Our Sterile Compounding Techniques 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 After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. [/vc_column_text][/vc_column][/vc_row] Introduction Introduction 00:01:00 Universal Precautions Hand Washing 00:01:00 Complete Garbing 00:03:00 The Laminar Air Flow Hood (LAF) 3 lectures Cleaning the Laminar Flow Hood 00:02:00 Cleaning a Horizontal Flow Hood 00:02:00 Cleaning a Vertical Flow Hood 00:01:00 Sterile Compounding Pharmaceuticals Demonstrations Sterile Pharmaceutical Products Preparation Demo 1 00:24:00 Sterile Pharmaceutical Products Preparation Demo 2 00:13:00 Compounding Pharmacy Math Solute, Solvent, and Solution 00:15:00 Percentage ww, vv, wv 00:06:00 Alligation and Dilution 00:04:00 Alligation and Dilution Practice Problems 00:17:00 Therapeutic Dose versus Lethal Dose 00:02:00 Dosage Calculation 00:08:00 More Dosage Calculation Practice Problems 00:07:00 BONUS DO's and DONT's in Sterile Compounding 00:30:00 REVIEW OF THE STERILE COMPOUNDING PROCESS Part 1- Garbing 00:03:00 Part 2- Laminar Air Flow Hood 1 00:01:00 Part 3- Laminar Air Flow Hood 2 00:04:00 Part 4- Reconstitution and Compounding 00:08:00 Part 5- Compounding Continued 00:17:00 Assessment Assignment - Sterile Compounding Techniques 00:00:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

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Discover the key to success in the food service industry with our comprehensive Kitchen Porter Training course. Acquire essential skills in dishwashing, kitchen maintenance, safety, and HACCP principles. Join us for hands-on learning in a dynamic culinary environment. Elevate your career and become an indispensable asset in the commercial kitchen. Enroll now for a transformative culinary journey!

Are you ready to take control of your motorbike's upkeep and performance? Our comprehensive course, "Introduction to Motorbike Maintenance," equips you with essential skills to understand and maintain your motorcycle effectively. Whether you're a passionate rider or aspiring mechanic, this course is designed to deepen your knowledge and confidence in motorbike care. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In the "Introduction to Motorbike Maintenance" course, learners will gain comprehensive knowledge and skills essential for maintaining motorcycles. They will understand the fundamental workings of engines, including ignition systems and components related to intake, fuel, clutch, and exhaust. Learners will also learn about engine cooling and lubrication systems, ensuring optimal performance and longevity. Electrical maintenance knowledge will cover key aspects like wiring and components. Transmission, frame, and steering principles will be explored, alongside suspension systems to enhance ride comfort and safety. Practical skills in maintaining wheels, tires, and brakes will be developed, ensuring safety and efficiency on the road. The course also covers cleaning, setup, and storage procedures to maintain motorcycles in top condition. Lastly, troubleshooting techniques will equip learners with the ability to identify and fix common issues, ensuring their motorcycles operate smoothly and safely. Course Curriculum Module 01: Introduction to Motorbike Maintenance Module 02: Basics of Engine Module 03: Ignition Module 04: Intake, Fuel, Clutch, and Exhaust Systems Module 05: Engine Cooling and Lubrication Module 06: Electrical Maintenance Module 07: Transmission, Frame, and Steering Module 08: Suspension Module 09: Wheels, Tires, and Brakes Maintenance Module 10: Cleaning, Setting Up, and Storage Module 11: Troubleshooting Learning Outcomes: Understand basic motorbike components and their functions in maintenance. Identify engine parts and perform routine checks for optimal performance. Demonstrate knowledge of ignition systems and troubleshooting procedures effectively. Apply principles of fuel intake, clutch operation, and exhaust system maintenance. Explain engine cooling methods and implement lubrication practices correctly. Perform electrical system checks and maintain components for safe operation. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Motorcycle enthusiasts wanting comprehensive maintenance skills. Mechanics seeking specialized knowledge in motorbike maintenance techniques. Engineering students interested in understanding motorbike technology deeply. Individuals planning to start a motorbike repair or maintenance business. Hobbyists eager to maintain and enhance their own motorbike performance. Career path Motorcycle Mechanic Motorbike Technician Motorcycle Engineer Motorbike Workshop Manager Motorbike Service Advisor Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Overview Learn how to prevent food poisoning and contamination and kickstart a career in the food, catering, hospitality sector, by enrolling in our expertly designed Food Hygiene Level 2 Diploma course.This course provides you with the right amount of knowledge and skills to effectively work with consumables and take necessary steps to protect consumers' health from foodborne illnesses and food poisoning.Through this course, you will get equipped with a range of developed skills to practice personal hygiene. You will have the skills to take proper hazard control measures and promote safe food handling behaviours. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Food Hygiene Level 2 Diploma. It is available to all students, of all academic backgrounds. Requirements Our Food Hygiene Level 2 Diploma is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 2 sections • 14 lectures • 05:39:00 total length •Introduction to Food Hygiene Legislation and Food-borne Illness: 00:15:00 •Types of Food Safety Hazards: 00:30:00 •Hazard Control Measures and Refrigeration: 00:25:00 •Food Handlers Personal Hygiene: 00:13:00 •Cleaning and Disinfection: 00:17:00 •Introduction to Food Safety and the Law: 00:29:00 •Bacteria and Microbiological Hazards: 00:27:00 •Physical, Chemical and Allergenic Hazards: 00:25:00 •Food Poisoning and Control Measures: 00:23:00 •Food Spoilage and Food Storage: 00:25:00 •Personal Hygiene: 00:24:00 •HACCP and Food Premises Part 01: 00:38:00 •HACCP and Food Premises Part-02: 00:28:00 •Cleaning: 00:20:00

Delve into the world of food safety and hygiene with our Food Hygiene and Safety - Standards & Practices course. This comprehensive program is designed to empower you with the knowledge and skills needed to ensure the safe and hygienic handling of food. You will explore key topics such as food safety legislation, microbiological hazards, and the importance of personal hygiene. Understanding the risks posed by physical, chemical, and allergenic hazards is crucial in this field, and this course will equip you to identify and mitigate them effectively. Whether you're a professional in the food industry or simply want to enhance your understanding of food safety, this course provides essential insights and practices to maintain the highest standards of food hygiene. Learning Outcomes Grasp the essential food safety legislation and regulations. Recognize and manage microbiological, physical, chemical, and allergenic food hazards. Learn best practices for food storage and preparation. Understand the critical role of personal hygiene in food safety. Gain knowledge about food premises design, cleaning schedules, and maintenance. Why choose this Food Hygiene and Safety - Standards & Practices 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 Food Hygiene and Safety - Standards & Practices course for? Food industry professionals, from chefs to food service workers. Aspiring food safety officers and inspectors. Individuals looking to enhance their knowledge of food hygiene. Restaurant and catering business owners. Anyone interested in food safety and its impact on public health. Career path Food Safety Officer: £23,000 - £40,000 Food Inspector: £20,000 - £35,000 Chef: £18,000 - £40,000 Catering Manager: £20,000 - £40,000 Quality Control Technician: £18,000 - £35,000 Restaurant Manager: £20,000 - £45,000 Prerequisites This Food Hygiene and Safety - Standards & Practices does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Food Hygiene and Safety - Standards & Practices 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 Food Safety Legislation Module 1: Food Safety Legislation 01:24:00 Microbiological Hazards Module 2: Microbiological Hazards 02:15:00 Physical, Chemical and Allergenic Hazards Module 3: Physical, Chemical, and Allergenic Hazards 01:00:00 Food Storage Module 4: Food Storage 01:21:00 Food Preparation Module 5: Food Preparation 00:57:00 Personal Hygiene Module 6: Personal Hygiene 01:00:00 Food Premises Design and Cleaning Schedules Module 7: Food Premises Design and Cleaning Schedules 02:00:00 Further Information Module 8: Further Information 00:18:00 Reopening and Adapting Your Food Business During COVID-19 Module 9: Reopening and Adapting Your Food Business During COVID-19 00:16:00 Mock Exam Mock Exam - Food Hygiene and Safety - Standards & Practices 00:20:00 Final Exam Final Exam - Food Hygiene and Safety - Standards & Practices 00:20:00

Overview Food Hygiene Level 2 Training Course is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Food Hygiene Level 2 Training Course and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 05 Hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Module 01: Introduction to Food Safety Introduction to Food Safety 00:07:00 Module 02: Food Safety Management Systems (FSMS) and HACCP Food Safety Management Systems (FSMS) and HACCP 00:08:00 Module 03: Food Poisoning and other illnesses Food Poisoning and other illnesses 00:11:00 Module 04: Contamination Contamination 00:15:00 Module 05: Waste Disposal, Cleaning and Disinfection Waste Disposal, Cleaning and Disinfection 00:13:00 Module 06: Pest Management Pest Management 00:09:00 Module 07: Personal Hygiene Personal Hygiene 00:11:00

Overview Protect your business from prosecution and customers from illness by learning all the current requirements to satisfy UK Food Hygiene laws. This Food Hygiene Level 2 Diplomacourse will provide all the protocols and procedures that are essential to keep your foodstuff fresh and free from contamination. The online modules have been written with the assistance of industry experts and contain professional guidance on how to store and prepare every kind of food safely. You will also be trained in the importance of personal hygiene, preventing bacterial exposure, and performing pest control. Take this course now and ensure you will be open for future business. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Food Hygiene Level 2 Diploma. It is available to all students, of all academic backgrounds. Requirements Our Food Hygiene Level 2 Diploma is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G.There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 2 sections • 15 lectures • 10:10:00 total length •Module 01: Introduction to Food Hygiene: 01:18:00 •Module 02: Food Safety Hazards: 01:27:00 •Module 03: Food Safety Controls: 01:15:00 •Module 04: Personal Hygiene: 00:51:00 •Module 05: Cleaning Activities: 01:00:00 •Introduction to Food Safety and the Law: 00:29:00 •Bacteria and Microbiological Hazards: 00:27:00 •Physical, Chemical and Allergenic Hazards: 00:25:00 •Food Poisoning and Control Measures: 00:23:00 •Food Spoilage and Food Storage: 00:25:00 •Personal Hygiene: 00:29:00 •HACCP and Food Premises Part 01: 00:38:00 •HACCP and Food Premises Part-02: 00:28:00 •Cleaning: 00:20:00 •Reopening and Adapting Your Food Business during COVID-19: 00:15:00

Explore the diverse landscape of People Analytics, delving into data sources, cleaning methodologies, and statistical measures. Embrace the importance of ethical considerations and real-world applications, culminating in a comprehensive understanding of this evolving field. This course equips you with the skills to navigate People Analytics effectively. Learn to identify and leverage various data sources, apply cutting-edge data analysis techniques, and address challenges associated with ethical considerations, biases, and small sample sizes. Bridge theory with practicality through real-world examples and case studies. After the successful completion of this course, you will be able to: Identify the Different Data types and Sources used in People Analytics. Explain the Importance of Data Cleaning and Preparation in People Analytics. Apply Data Analysis Techniques, and Interpret Statistical Measures Used in People Analytics. Recognise the Challenges Associated with Collecting and Analysing People-Related Data and Formulate Strategies for Addressing the Challenges. Understand the Ethical Considerations Associated with Collecting and Analysing People-Related Data Such as Informed Consent and Confidentiality This course equips you with the essential skills to gather, clean, and analyze people-related data, transforming it into actionable insights that empower better HR decisions and ultimately, business success. You'll gain hands-on experience with data visualization tools, statistical analysis techniques, and practical strategies for tackling common challenges. By delving into real-world case studies and ethical considerations, you'll graduate with the confidence and expertise to champion data-driven HR initiatives that unlock the full potential of your workforce. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Data Collection and Analysis for People Analytics Self-paced pre-recorded learning content on this topic. Data Collection and Analysis for People Analytics Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be an added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone who is eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience. People Analytics Specialist HR Data Analyst Workforce Insights Manager Employee Experience Analyst HR Research Consultant Talent Analytics Strategist Data-driven HR Manager Organizational Behavior Analyst Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.