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The Level 5 British Cleaning is designed for those interested in becoming a professional cleaner or starting a cleaning business. It includes hands-on instruction in cleaning procedures, chemical safety, housekeeping, kitchen maintenance, and much more. It also provides important knowledge on promoting your cleaning services, training employees, and engaging with clients. This course will teach you how to work safely and correctly with cleaning chemicals, as well as key procedures and guidelines for cleaning offices, new-build houses, pubs, leisure premises, hospitals, hotels, and commercial kitchens. You will also learn about cleaning contracts, employment prospects, and essential issues such as working hours, business insurance, taxes, and service quality. If you want to start a cleaning business from the start, then this Level 5 British Cleaning course is jam-packed with tips and strategies for training employees, increasing your client list, promoting your business online, and creating the perfect business plan. Learn the skills you need to advance your career and receive a recognised qualification that will set you apart from clients and prospective employers. Learning Outcomes After completing this Level 5 British Cleaning course, the learner will be able to: Understand the fundamentals of the cleaning job. Set a business budget and create a solid cleaning service business plan. Use a variety of commercial cleaning products, personal protective equipment, and cleaning equipment. Clean offices, pubs, new-build homes, leisure premises and commercial premises. Clean windows, dust surfaces, maintain carpets and hardwood floors. Understand the cleaning standards and regulations for commercial kitchens. Unclog drains, repair showerheads, remove mold, and create a bathroom cleaning routine. Satisfy the customer in the cleaning industry. Run the business with quality service. Why Choose Level 5 British Cleaning Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. Level 5 British Cleaning Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the Level 5 British Cleaning course. **Others Benefits of Level 5 British Cleaning** Free One PDF Certificate Lifetime Access Unlimited Retake Exam Tutor Support [ Note: Free PDF certificate as soon as completing the Level 5 British Cleaning course ] Detailed course curriculum *** Level 5 British Cleaning *** Module 1: An Overview of the Cleaning Job What is the Job of a Cleaner? Role and Responsibilities of Cleaner Cleaner Skills and Qualifications How to Become a Cleaner Module 2: Different Cleaning Jobs Different Career Opportunities in the Cleaning Sector Cleaning Guidelines for New-build Homes, Pubs, and Offices Window Cleaning Training Tips for Cleaning Carpets and Upholstery Module 3: Understanding the Cleaning Equipment, Products and Clothing Learn about Different Commercial Cleaning Equipment and Products Tips on How to Store Equipment Tips on How to Remove Stains from Clothing and Iron Clothes Module 4: Understanding House Cleaning Cleaning Standards and Domestic Cleaning Techniques Different Dusting, Surface Cleaning, Mirror Cleaning Procedures How to Maintain Hardwood Floors Module 5: Cleaning: Food Kitchen and Commercial Kitchen How to Clean Microwaves How to Clean Ovens How to Clean Refrigerators How to Clean Sinks Module 6: Cleaning: Bathrooms and Toilets Overview of Equipment Required How to Unclog Drains How to Fix Showerheads How to Eliminate Mould How to Wash Shower Curtains Module 7: Cleaning: Office The Fundamental Principles of Office Cleaning Clean Up and Organise Rubbish to Procedures for Cleaning Staff Toilets, Desks, Lifts and Stairways Module 8: Cleaning: External Surfaces and Areas How to Use a Commercial Pressure Washer Identify Potential Safety Hazards During Cleaning Module 9: Cleaning: Handling Non-Routine Waste Explore Waste Management Principles How to Deal with PPE Explore Colour Coding Systems Module 10: Cleaning: Chemical Safety, Keyholding and Alarm Codes for Cleaners How to Use Chemical Correctly and Safely How to Store Chemical Products, Clean Chemical Storing What to Do at the Scene of a Chemical Accident Module 11: Planning for Starting a Cleaning Business What It Takes to Run a Cleaning Service How to Establish a Cleaning Business from Scratch Module 12: Ensuring Standard Service Different Aspects of Running a Cleaning Business, from Dealing with Staff Issues to Now Show Conduct and Ethics Module 13: Understanding Customer Satisfaction How to Satisfy the Customer in the Cleaning Industry How to Recognise Problems Before They Occur How to Deal with Client Complaints Module 14: Managing Staff Different Strategies for Staff Management How to Motivate and Reward Staff How to Conduct Interviews Module 15: The Ways of Marketing, Advertising and Sales How to Market a Cleaning Service How to Decide Locations and Offices to Target How to Advertise Your Services Online Module 16: Managing Growth Explore Business Growth Strategies and Retain Clients Payroll Management Training Assessment Method After completing each module of the Level 5 British Cleaning Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification After completing the MCQ/Assignment assessment for this Level 5 British Cleaning course, you will be entitled to a Certificate of Completion from Training Tale. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? Level 5 British Cleaning course is ideal for anyone looking to start a career in the cleaning sector. It includes the following: Cleaning Supervisor Hotel Cleaner Office Cleaner School Cleaner Hospital Cleaner Requirements There are no specific requirements for Level 5 British Cleaning course because it does not require any advanced knowledge or skills. Career path This Level 5 British Cleaning Course will lead to a variety of career opportunities, some of which are listed below: Cleaner: £9.00 per hour Custodian: £12.00 per hour Housekeeper: £12.00 per hour Janitor: £10.00 per hour Certificates Certificate of completion Digital certificate - Included

The British Cleaning Certificate is designed for those interested in becoming a professional cleaner or starting a cleaning business. It includes hands-on instruction in cleaning procedures, chemical safety, housekeeping, kitchen maintenance, and much more. It also provides important knowledge on promoting your cleaning services, training employees, and engaging with clients. This course will teach you how to work safely and correctly with cleaning chemicals, as well as key procedures and guidelines for cleaning offices, new-build houses, pubs, leisure premises, hospitals, hotels, and commercial kitchens. You will also learn about cleaning contracts, employment prospects, and essential issues such as working hours, business insurance, taxes, and service quality. If you want to start a cleaning business from the start, then this British Cleaning Certificate course is jam-packed with tips and strategies for training employees, increasing your client list, promoting your business online, and creating the perfect business plan. Learn the skills you need to advance your career and receive a recognised qualification that will set you apart from clients and prospective employers. Learning Outcomes After completing this British Cleaning Certificate course, the learner will be able to: Understand the fundamentals of the cleaning job. Set a business budget and create a solid cleaning service business plan. Use a variety of commercial cleaning products, personal protective equipment, and cleaning equipment. Clean offices, pubs, new-build homes, leisure premises and commercial premises. Clean windows, dust surfaces, maintain carpets and hardwood floors. Understand the cleaning standards and regulations for commercial kitchens. Unclog drains, repair showerheads, remove mold, and create a bathroom cleaning routine. Satisfy the customer in the cleaning industry. Why Choose British Cleaning Certificate Course from Us Self-paced course, access available from anywhere. Easy to understand, high-quality study materials. British Cleaning Course developed by industry experts. MCQ quiz after each module to assess your learning. Automated and instant assessment results. 24/7 support via live chat, phone call or email. Free PDF certificate as soon as completing the British Cleaning Certificate course. **Others Benefits of British Cleaning Certificate** PDF Certificate Free Lifetime Access Free Retake Exam Tutor Support [ Note: Free PDF certificate as soon as completing the British Cleaning Certificate course ] Detailed course curriculum *** British Cleaning Certificate *** Module 1: An Overview of the Cleaning Job What is the Job of a Cleaner? Role and Responsibilities of Cleaner Cleaner Skills and Qualifications How to Become a Cleaner Module 2: Different Cleaning Jobs Different Career Opportunities in the Cleaning Sector Cleaning Guidelines for New-build Homes, Pubs, and Offices Window Cleaning Training Tips for Cleaning Carpets and Upholstery Module 3: Understanding the Cleaning Equipment, Products and Clothing Learn about Different Commercial Cleaning Equipment and Products Tips on How to Store Equipment Tips on How to Remove Stains from Clothing and Iron Clothes Module 4: Understanding House Cleaning Cleaning Standards and Domestic Cleaning Techniques Different Dusting, Surface Cleaning, Mirror Cleaning Procedures How to Maintain Hardwood Floors Module 5: Cleaning: Food Kitchen and Commercial Kitchen How to Clean Microwaves How to Clean Ovens How to Clean Refrigerators How to Clean Sinks Module 6: Cleaning: Bathrooms and Toilets Overview of Equipment Required How to Unclog Drains How to Fix Showerheads How to Eliminate Mould How to Wash Shower Curtains Module 7: Cleaning: Office The Fundamental Principles of Office Cleaning Clean Up and Organise Rubbish to Procedures for Cleaning Staff Toilets, Desks, Lifts and Stairways Module 8: Cleaning: External Surfaces and Areas How to Use a Commercial Pressure Washer Identify Potential Safety Hazards During Cleaning Module 9: Cleaning: Handling Non-Routine Waste Explore Waste Management Principles How to Deal with PPE Explore Colour Coding Systems Module 10: Cleaning: Chemical Safety, Keyholding and Alarm Codes for Cleaners How to Use Chemical Correctly and Safely How to Store Chemical Products, Clean Chemical Storing What to Do at the Scene of a Chemical Accident Module 11: Planning for Starting a Cleaning Business What It Takes to Run a Cleaning Service How to Establish a Cleaning Business from Scratch Module 12: Ensuring Standard Service Different Aspects of Running a Cleaning Business, from Dealing with Staff Issues to Now Show Conduct and Ethics Module 13: Understanding Customer Satisfaction How to Satisfy the Customer in the Cleaning Industry How to Recognise Problems Before They Occur How to Deal with Client Complaints Module 14: Managing Staff Different Strategies for Staff Management How to Motivate and Reward Staff How to Conduct Interviews Module 15: The Ways of Marketing, Advertising and Sales How to Market a Cleaning Service How to Decide Locations and Offices to Target How to Advertise Your Services Online Module 16: Managing Growth Explore Business Growth Strategies and Retain Clients Payroll Management Training Assessment Method After completing each module of the British Cleaning Certificate Course, you will find automated MCQ quizzes. To unlock the next module, you need to complete the quiz task and get at least 60% marks. Certification After completing the MCQ/Assignment assessment for this British Cleaning Certificate course, you will be entitled to a Certificate of Completion from Training Tale. The certificate is in PDF format, which is completely free to download. A printed version is also available upon request. It will also be sent to you through a courier for £13.99. Who is this course for? This British Cleaning Certificate course is ideal for anyone looking to start a career in the cleaning sector. It includes the following: Cleaning Supervisor Hotel Cleaner Office Cleaner School Cleaner Hospital Cleaner Requirements There are no specific requirements for British Cleaning Certificate course because it does not require any advanced knowledge or skills. Students who intend to enrol in British Cleaning Certificate course must meet the following requirements: Good command of the English language Must be vivacious and self-driven Basic computer knowledge A minimum of 16 years of age is required Career path This British Cleaning Certificate Course will lead to a variety of career opportunities, some of which are listed below: Cleaner: £9.00 per hour Custodian: £12.00 per hour Housekeeper: £12.00 per hour Janitor: £10.00 per hour Certificates Certificate of completion Digital certificate - Included

In this course, you will learn essential skills and techniques from experienced professionals to excel in the field of plumbing. From pipe installation and maintenance to troubleshooting and repair, our course covers a wide range of topics to prepare you for a successful plumbing career. This Course At A Glance Accredited by CPD UK Learn about the installation and testing of fittings and application of valves. Get to know about the UK standards for plumbing, its basic components, tools and the principles of effective local plumbing systems. Understand power tools, welding techniques, and safety tools that help in the proper and safe installation of pipes, and other plumbing fixtures. Learn the essential plumbing installations and techniques, drainage and sanitation fixtures, and components of the central heating system. Get to know about the types of water pipes used in domestic systems, types of the water system and steps to calculate tank capacity. Understand how to calculate drainage pipe size, vent and storm pipe size. Study about sump pits and forced lines, special drainage systems, manholes, and slow down chambers. Learn about the health and safety, electrical processes in building services engineering and the scientific principles of domestic, industrial, and commercial plumbing. Professional Plumbing Training Course Overview Are you planning to study plumbing and pursue a career in this field? Then this plumbing course online will help you understand plumbing fundamentals and techniques. Learn the British standards and code of conduct for the plumbing industry. You will understand everything about basic plumbing techniques, health and safety, and items included in the Plumber's toolbox. By the end of this course, you will be adept at understanding the materials used for plumbing installations, the objectives of an implicit plumbing process and the home plumbing system. It provides theoretical knowledge on plumbing. Who should take this course? This online plumbing course is ideal for anyone who wants to study the fundamentals and techniques of plumbing from scratch or anyone who wants to pursue a career in the plumbing field. This plumbing course online does not entitle you to become a professional plumber. You will come across all the basic guidelines of plumbing to boost and shine your knowledge in this particular field. Please contact us for more information. Entry Requirements There are no academic entry requirements for this professional plumbing training course, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This professional plumbing training course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner can grasp from each section. In the assessment pass mark is 60%. Course Curriculum Module 1: Basics of Plumbing and the Industry Module 1: Basics of Plumbing and the Industry Module 2: British Standards and Codes for Plumbing Industry Module 2: British Standards and Codes for Plumbing Industry Module 3: Health and Safety Module 3: Health and Safety Module 4: Plumber's Toolbox Module 4: Plumber's Toolbox Module 5: Materials for Plumbing Installations Module 5: Materials for Plumbing Installations Module 6: Objectives of an Implicit Plumbing Process Module 6: Objectives of an Implicit Plumbing Process Module 7: Domestic Plumbing Processes Module 7: Domestic Plumbing Processes Module 8: Understanding Home Plumbing System Module 8: Understanding Home Plumbing System Module 9: Essential Plumbing Installations and Techniques Module 9: Essential Plumbing Installations and Techniques Module 10: Drainage and Sanitation Fixtures Module 10: Drainage and Sanitation Fixtures Module 11: Components & Control of Central Heating System Module 11: Components & Control of Central Heating System Module 12: Domestic Hot Water Systems Module 12: Domestic Hot Water Systems Module 13: Cold Water Systems Module 13: Cold Water Systems Module 14: De-commissioning of Water Systems Module 14: De-commissioning of Water Systems Module 15: Energy Conservation and Plumbing Module 15: Energy Conservation and Plumbing Conclusion Conclusion Assessment Assessment - Professional Plumbing Training Course Online Recognised Accreditation CPD Certification Service This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. Certificate of Achievement Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs What is the plumbing Training course about? A Plumber fixes and installs the pipes in a building. The plumbing training course will teach the skills that a plumber should acquire to become successful. How long will it take to learn Plumbing? Obtaining all the skills usually takes 1 to 2 years if you are undertaking an NVQ Level 2. However, at the highest, an apprenticeship takes 2 to 5 years. What are the 3 stages of plumbing? Home water system installation has been broken down into Underground Rough-in Phase, aboveground Rough-in Phase, and finishing Phase. Join our Lead Academy's online drainage system courses to learn more about it and its stages. How much a Plumber Earns in the UK? A Plumber earns £32,007 annually, but the amount may vary from place to place. Does a plumber have a high- value in the UK? Yes, the plumber has a high demand in the UK and even a shortage of highly skilled plumbers in the Uk. You can earn a handsome monthly salary if you can learn plumbing well. How will I purchase this course? First, select your desired course plan among the multiple existing course plans on the right side of your screen, then select the payment type, and once you made the payment, you can access the course any time you want. I made my payment. How will I get access to this course? A confirmation email will be sent to your registered email after payment. Hereafter anytime, you can start your learning journey with Lead Academy. I am from outside the UK. Will I get access to the Course? Yes, you can. Since it is an e-learning course, anyone from anywhere can enrol in our courses. What is an Accredited course? The professional body approves the procedures if any e-learning platform claims its courses are accredited. What is the benefit of doing an accredited course? You will only realize the benefit of having an accredited certificate once you face the corporate world. As employees, job places, and more value the accredited certificate, you must own this certificate by doing the course with us.

This course is filled with hands-on and real-time examples to help you understand the concepts and implement them on the go. 75% of the IT industry is now heading toward this API for automating services. Learn everything you need to know about REST API automation, even if you have never worked before in this domain.

Learn to code in C++, one of the oldest and most popular programming languages in the market. This course is created to quickly give you the knowledge and practice you really need to master C++ basics. We will cover core concepts such as variables, arrays, vectors, functions, scope, namespaces, loops, references, prototypes, and more.

With Director Sue Dunderdale Introduction Sue Dunderdale is giving you the chance to work with her on this intimate online workshop to discover her detailed process in building a Cinematic performance with actors. Over this three hour workshop you will transform your approach to building a character from text. You will learn to breakdown the structure of a script to understand what a character is doing, enabling you to play the scene in any number of given circumstances and to always deliver it fresh with every take. Meet Your Tutor Sue Dunderdale Director Sue Dunderdale has an impressive background in the world of Theatre, Film and TV Directing. Her commitment to fostering both new talent and working with BAFTA award-winning actors underscores her versatility and dedication to the craft. Having coached and directed acclaimed actors such as Helena Bonham Carter and Clarke Peters, Sue has worked with BAFTA-winning performers, contributing to their success on screen. Course Outline You will cover a scene that’s broken into units of action and work out what is happening in each unit. You will then work with a partner and breakdown a scene on your own to work out the character journey, applying each segment to a performance to gauge how it guides you through the scene. You will then summarise and understand how these techniques apply to filming. Additional Information Features A strong internet connection is required to join our live online courses and workshops. Please test your internet connection before booking as we cannot refund due to technical issues. Please familarise yourself with Zoom before attending your workshop. Your camera will be required to be switched on during the workshop. Students will receive a Zoom link via email to join the workshop. Please log on at least 10 mins before the workshop begins. Learning Outcomes Key questions you need to ask of any character you might play. Extract facts about a character and understand what can be built from these. Scene structure & Character Journey. You will cover a scene that’s broken into units of action. Course Location Held Online Via Zoom

In this course, you will learn to create effective visualizations for different stakeholders with the Splunk web framework, utilize tokens and event handlers, explore SDKs, interact with REST APIs, and build a test lab for log analysis and incident response.

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced developers, analysts or others who are intending to learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web. Overview Working in a hands-on lab environment led by our expert instructor, attendees will Understand the different kinds of recommender systems Master data-wrangling techniques using the pandas library Building an IMDB Top 250 Clone Build a content-based engine to recommend movies based on real movie metadata Employ data-mining techniques used in building recommenders Build industry-standard collaborative filters using powerful algorithms Building Hybrid Recommenders that incorporate content based and collaborative filtering Recommendation systems are at the heart of almost every internet business today; from Facebook to Net?ix to Amazon. Providing good recommendations, whether its friends, movies, or groceries, goes a long way in defining user experience and enticing your customers to use your platform.This course shows you how to do just that. You will learn about the different kinds of recommenders used in the industry and see how to build them from scratch using Python. No need to wade through tons of machine learning theory?you will get started with building and learning about recommenders as quickly as possible. In this course, you will build an IMDB Top 250 clone, a content-based engine that works on movie metadata. You will also use collaborative filters to make use of customer behavior data, and a Hybrid Recommender that incorporates content based and collaborative filtering techniques.Students will learn to build industry-standard recommender systems, leveraging basic Python syntax skills. This is an applied course, so machine learning theory is only used to highlight how to build recommenders in this course.This skills-focused ccombines engaging lecture, demos, group activities and discussions with machine-based student labs and exercises.. Our engaging instructors and mentors are highly-experienced practitioners who bring years of current, modern 'on-the-job' modern applied datascience, AI and machine learning experience into every classroom and hands-on project. Getting Started with Recommender Systems Technical requirements What is a recommender system? Types of recommender systems Manipulating Data with the Pandas Library Technical requirements Setting up the environment The Pandas library The Pandas DataFrame The Pandas Series Building an IMDB Top 250 Clone with Pandas Technical requirements The simple recommender The knowledge-based recommender Building Content-Based Recommenders Technical requirements Exporting the clean DataFrame Document vectors The cosine similarity score Plot description-based recommender Metadata-based recommender Suggestions for improvements Getting Started with Data Mining Techniques Problem statement Similarity measures Clustering Dimensionality reduction Supervised learning Evaluation metrics Building Collaborative Filters Technical requirements The framework User-based collaborative filtering Item-based collaborative filtering Model-based approaches Hybrid Recommenders Technical requirements Introduction Case study and final project ? Building a hybrid model Additional course details: Nexus Humans Applied AI: Building Recommendation Systems with Python (TTAI2360) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Applied AI: Building Recommendation Systems with Python (TTAI2360) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced developers, analysts or others who are intending to learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web. Overview This skills-focused combines engaging lecture, demos, group activities and discussions with machine-based student labs and exercises.. Our engaging instructors and mentors are highly-experienced practitioners who bring years of current, modern 'on-the-job' modern applied datascience, AI and machine learning experience into every classroom and hands-on project. Working in a hands-on lab environment led by our expert instructor, attendees will Understand the different kinds of recommender systems Master data-wrangling techniques using the pandas library Building an IMDB Top 250 Clone Build a content-based engine to recommend movies based on real movie metadata Employ data-mining techniques used in building recommenders Build industry-standard collaborative filters using powerful algorithms Building Hybrid Recommenders that incorporate content based and collaborative filtering Recommendation systems are at the heart of almost every internet business today; from Facebook to Net?ix to Amazon. Providing good recommendations, whether its friends, movies, or groceries, goes a long way in defining user experience and enticing your customers to use your platform.This course shows you how to do just that. You will learn about the different kinds of recommenders used in the industry and see how to build them from scratch using Python. No need to wade through tons of machine learning theory?you will get started with building and learning about recommenders as quickly as possible. In this course, you will build an IMDB Top 250 clone, a content-based engine that works on movie metadata. You will also use collaborative filters to make use of customer behavior data, and a Hybrid Recommender that incorporates content based and collaborative filtering techniques. Students will learn to build industry-standard recommender systems, leveraging basic Python syntax skills. This is an applied course, so machine learning theory is only used to highlight how to build recommenders in this course. Getting Started with Recommender Systems Technical requirements What is a recommender system? Types of recommender systems Manipulating Data with the Pandas Library Technical requirements Setting up the environment The Pandas library The Pandas DataFrame The Pandas Series Building an IMDB Top 250 Clone with Pandas Technical requirements The simple recommender The knowledge-based recommender Building Content-Based Recommenders Technical requirements Exporting the clean DataFrame Document vectors The cosine similarity score Plot description-based recommender Metadata-based recommender Suggestions for improvements Getting Started with Data Mining Techniques Problem statement Similarity measures Clustering Dimensionality reduction Supervised learning Evaluation metrics Building Collaborative Filters Technical requirements The framework User-based collaborative filtering Item-based collaborative filtering Model-based approaches Hybrid Recommenders Technical requirements Introduction Case study and final project ? Building a hybrid model Additional course details: Nexus Humans Building Recommendation Systems with Python (TTAI2360) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Building Recommendation Systems with Python (TTAI2360) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.