21658 Basic courses

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.

Are you, or your company in need of high quality first aid training? Do you require excellent training to fully support colleagues in the workplace? MHA Training Ltd would love to help with any of these requirements. MHA Training is approved by Qualsafe Awards, an Awarding Organisation recognised by Ofqual. This means we can offer regulated Qualifications in these courses. All of our courses are aimed to help employers to comply with the Health & Safety (First Aid) Regulations. First Aid Training is required by who? A knowledge of basic first aid can make the difference between life and death. Studies have shown that effective first aid can be vital in the first few minutes after an emergency. There are plenty of success stories in the media about this training saving lives as it’s such an important life skill. A first aid qualification can help your resume, CV, or even open up job opportunities. There may also be opportunities to volunteer using your first aid skills. It has been a vital life skill that people have used for members of their own family not just in the workplace. The 3 main goals are to preserve life, prevent worsening and promote recovery. You never know when the need will arise to put these skills to use. The First Aid Training experience. A First Aid training course should be an interactive fun learning experience, not all chalk and talk. This is achieved by using fully qualified trainers/assessors, who are very experienced “hands on” training professionals. Our trainers are sympathetic to the needs of the individual trainee and adept at getting the best possible standard from the delegates. First Aid At Work Regulations: In the event of injury or sudden illness, failure to provide first aid could result in a casualty’s death. The employer should ensure that an employee who is injured or taken ill at work receives immediate attention. HSE will prosecute in cases where there is a significant risk, a disregard for established standards or persistent poor compliance with the law. HSE First Aid at Work – IMPORTANT! After 1st October 2013 the HSE is no longer responsible for approving providers of First Aid at Work courses. Providers must be approved by an Ofqual or SQA Awarding Body. MHA Training Ltd fully meets all of the new requirements. MHA Training has been established for 15 years, based at our training centre in Warrington, Cheshire. We provide an array of services On-Site also for clients around the North West in areas such as Manchester, Liverpool, Widnes, St Helens, Runcorn, Wigan, Preston and Leeds. Over the years we have expanded and have instructors available Nationwide.

Fixing a shelf or freshening up a flat might sound simple, but doing it right makes all the difference. The Handyman and Cleaning Course is built for anyone keen to master the art of household fixes and spot-on cleaning – from sealing leaky taps to leaving kitchens gleaming. Whether you’re tackling DIY tasks or thinking of offering services to others, this course gives you the know-how to get things done properly. No fluff, just solid learning made clear and straightforward. You won’t need a toolbox to study – just your time and focus. From basic repairs to clever cleaning tips, you'll explore smart ways to make spaces look their best. Designed with busy people in mind, the course lets you learn online at your own pace, with short, sharp modules that don’t drag. It's ideal for those who take pride in neatness and fixing things up – or want to earn from it. The home maintenance and cleaning sector continues to grow across the UK, with thousands turning to skilled individuals for help. This course puts clear information and trusted techniques right at your fingertips – no jargon, no nonsense, just skills that stick. This bundle includes the following courses: Course 01: Handyperson/Handyman Course 02: Cleaning Operative Key Features Accredited by CPD Instant e-certificate Fully online, interactive Handyman and Cleaning course with audio voiceover Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Enrol now in this Handyman and Cleaning course to excel! *** Additional Gifts *** Free Life coaching Course *** (Offer Ends Soon) *** How You will be Benefited from Handyman and Cleaning Bundle All through this self-paced training, you will get engaging learning materials and acquire the necessary knowledge to work with various concepts to gain a competitive advantage in the employment market. Accreditation All of our courses included in this Handyman and Cleaning bundle are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certification Once you've successfully completed your Handyman and Cleaning course, you will immediately be sent digital certificates for the bundle courses. Who is this course for? Anyone with a knack for learning new skills can take this Handyman and Cleaning bundle. Requirements There are no formal requirements for this bundle courses to be enrolled. Career path This Handyman and Cleaning bundle of courses will help you to uplift your career. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the hard copy certificates for Free! The delivery charge of the hard copy certificate inside the UK is £3.99 each.

CompTIA Security+ Certification is one of our best selling and most popular course. The CompTIA Security+ Certification is organised into 10 modules and includes everything you need to become successful in this profession. To make this course more accessible for you, we have designed it for both part-time and full-time students. You can study at your own pace or become an expert in just 17 hours! If you require support, our experienced tutors are always available to help you throughout the comprehensive syllabus of this course and answer all your queries through email. Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment Certification 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? This course is ideal for IT professionals, network administrators, and cybersecurity beginners seeking a foundational security certification. It’s also suitable for help desk technicians, system admins, and military personnel transitioning into cybersecurity roles. No prior security experience is required, but basic IT knowledge (e.g., CompTIA Network+) is beneficial. Career Path Cybersecurity Analyst – £35,000 - £55,000 Network Security Engineer – £40,000 - £70,000 Security Consultant – £45,000 - £80,000 IT Auditor – £40,000 - £65,000 Systems Administrator (Security Focus) – £30,000 - £60,000

Free online MS Awareness training session for social prescribing services

Fun colourful painting art class of Kathputli Folklore Puppets from Rajasthan, practising wood, fabric, vibrant colours on a dark ground in acrylic paint.

Create a log cabin patchwork cushion using up cycled fabric - bring your own sentimental fabric to make a memory cushion. Sewing machine project.

Our Christmas crochet workshops live online will get you in the festive mood! Create your very own crochet tree decorations and garlands.

Clean code in small steps and explore emerging design patterns such as Interpreter, Fluent Builder, Factory Methods

Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant Online ➽➽➽ 100 + Teaching Related Topics Unlock your potential with our Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant course! Are you considering a career as a Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant? If so, you can enrol in this Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant course because it is appropriate for anyone wishing to enhance their teaching assistant skills and includes instruction in early years, teaching, child care, and SEN teaching assistant. This Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant Course has no age restrictions or time restrictions. You can improve your present teaching skills and knowledge as well as advance your professional competence as a teaching assistant by enrolling in the Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant course. You will obtain a comprehensive understanding of child safeguarding, governmental standards, and more through this Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant Course. The Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant Course consists of well-designed and clearly explained modules that will aid in the establishment of a strong foundation in practitioner responsibilities. For students interested in a future as an early childhood practitioner, the Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant Course will offer a range of chances to demonstrate their proficiency. Enrol in our Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant Course if you wish to work with kids from birth to age 5 and learn about kids from 5-7 in a variety of settings. Why choose this Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant Course from the School of Health Care? Self-paced course, access available from anywhere in the world. High-quality study materials that are easy to understand. Early Years Practitioner: Early Years Practitioner Course developed by industry experts. After each module, there will be an MCQ quiz to assess your learning. Assessment results are generated automatically and instantly. Main Courses: Teaching Assistant Level 3 >> 12 Free Bundle Info Course 01: Level 2 Diploma for the Early Years Practitioner Course 02: Level 4 Early Years Course 03: SEN Teaching Assistant Course 04: Advanced Diploma in Child Care Course 05: Primary Teaching Diploma Course 06: EYFS Teaching Diploma Course 07: Autism Diploma Course 08: Dyslexia Course 09: ADHD Course 10: Phonics Teaching Course Course 11: Speech & Language Therapy [ Note: Free PDF certificate as soon as completing the Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant Course] Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant Course Course Curriculum of Teaching Assistant Level 3 Module 01: Schools as Organisations Module 02: Understand Child and Young Person Development Module 03: Understand How to Safeguard the Wellbeing of Children and Young People Module 04: Promote Equality, Diversity and Inclusion in Work with Children and Young People Module 05: Communication and Professional Relationships with Children, Young People and Adults Module 06: Support Children and Young People’s Health and Safety Module 07: Promote Children and Young people’s Positive Behaviour Module 08: Support Learning Activities Module 09: Facilitate the Learning and Development of Children and Young People through Mentoring Course Curriculum of Early Years Practitioner: Early Years Practitioner Course Module 01: Roles and Responsibilities of the Early Years Practitioner Module 02: Health and Safety of Babies and Young Children in the Early Years Module 03: Equality, Diversity and Inclusive Practice in Early Years Settings Module 04: Safeguarding, Protection and Welfare of Babies and Young Children in Early Years Settings Module 05: Understand How to Support Children’s Development Module 06: Support Care Routines for Babies and Young Children Module 07: Support the Planning and Delivery of Activities, Purposeful Play Opportunities and Educational Programmes Module 08: Promote Play in an Early Years Setting Module 09: Support Well-being of Babies and Young Children for Healthy Lifestyles Module 10: Support Babies and Young Children to be Physically Active Module 11: Support the Needs of Babies and Young Children with Special Educational Needs and Disability Module 12: Promote Positive Behaviour in Early Years Settings Module 13: Partnership Working in the Early Years Module 14: Support Children’s Transition to School Course Curriculum of Level 4 Early Years Course Module 01: Supporting the Emotional and Physical Well-being of Children Module 02: Equality, Diversity and Professional Partnerships Module 03: Health and Safety Legislation Module 04: Observations, Assessments and Planning Module 05: Safeguarding Children Module 06: The Early Years Foundation Stage Module 07: Managing in a Nursery Environment Module 08: Engaging in Professional Development Course Curriculum of SEN Teaching Assistant Course Module 01: Introduction Module 02: A Quick Overview of the New SEND Code of Practice Module 03: Legislation Related to SEN Module 04: SEN Assessments and Descriptors Module 05: Education for Children with Disabilities Module 06: Common SEN Conditions Found Within Mainstream Schools Module 07: Assessment and Planning for Children with Special Educational Needs Module 08: The Wider Children’s Workforce Associated with Special Education Needs Provisions Module 09: Working with Other Professionals and Other Sources of Support and Information Course Curriculum of Advanced Diploma in Child Care Course Module 01: An Overview of Early Childhood Education Module 02: Empowering Children to Learn in the Early Years Module 03: The Process of Caring for Child’s Development Module 04: Developing Socially and Emotionally Module 05: Aspects That Influence the Development Process Module 06: Stages of Language Development Module 07: The Process of Moral Development Module 08: Personality Development of Children Module 09: Problems During Infancy and Childhood Period Module 10: Adolescence’s Problems Explained Module 11: Safeguarding Children ***And more.... Certificate of Completion You will receive a course completion certificate for free as soon as you complete the Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant Course. Who is this course for? Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant Course For students who want to advance in both their personal and professional lives, we offer this Teaching Assistant Level 2 + Early Years, Teaching and Childcare & SEN Teaching Assistant course. Special Note: Our Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant Course is knowledge Based course. If You want to get qualified, you can consider following options: Level 4 Certificate for Higher Level Teaching Assistants (RQF) NCFE CACHE Level 4 Certificate for the Early Years Advanced Practitioner NCFE CACHE Level 2 Award in an Introduction to Neuroscience in Early Years Level 3 Diploma in Early Years Education and Care (Early Years Educator) (VRQ) Level 3 Diploma for the Children's Workforce (Early Years Educator) (RQF) Level 3 Diploma in Early Years Education and Care (Early Years Educator) (VRQ) Level 2 Diploma for the Early Years Practitioner (RQF) Level 3 Diploma for the Children's Workforce (Early Years Educator) (RQF) RQF Early Learning & Childcare Level 2 Diploma for the Early Years Practitioner Nursery Nurse / Teaching Assistant / Preschool Assistant / Daycare / Creche / Early Years Assistant / Childminder Level 3 Diploma in Early Years Education and Care (Early Years Educator) (VRQ) NCFE Early Learning and Childcare NCFE Supporting Teaching and Learning in Schools Level 4 Teaching Assistant Secondary Teaching QTS Exams NCFE Early Learning and Childcare/ RQF Early Learning & Childcare Requirements Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant To enrol in this Bundle Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Teaching and Child Care Course. Be energetic and self-motivated to complete our Teaching Assistant Course. Basic computer Skill is required to complete our Teaching Assistant Early Years, Teaching and Child Care Course. If you want to enrol in our Early Years, Teaching and Child Care Course, you must be at least 15 years old. Career path Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Teaching Assistant After completion of this Teaching Assistant Level 3 + Early Years, Teaching and Child Care & SEN Course, students will have access to a variety of careers in the childcare industry, including the following possibilities: Work in a pre-school with children aged 0-5 Teaching Assistant Montessori teacher