12318 Teaching & Training courses in Gerrards Cross delivered Online

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 5 Days 30 CPD hours This course is intended for In order to be successful in this class, incoming attendees are required to have current, hands-on experience in developing basic web applications, and be versed in HTML5, CSS3 and JavaScript. This is an intermediate level web development class, designed for experienced web developers, new to Angular, that need to further extend their skills in modern web development. Overview At the end of this five-day course, students will have an application up and running that incorporates components, directives, custom pipes, reactive forms, routes, services, unit testing, and the REST API. They will add authentication, implement the Material library, and learn how to maintain state with NgRX. They will then take a deeper dive including making their own custom directives, lazy loading modules, and E2E testing. They will learn how to enhance their application with animations and create their own Angular library. Working within in an engaging, hands-on learning environment, guided by our expert team, attendees will learn explore: What Angular is and why should you use it How Angular reduces the amount of code that you must write to add rich functionality to both existing and new web pages What TypeScript is, why it is useful, and how to use it with Angular How to facilitate development and deployment using Angular CLI How to work with the various aspects of the Angular architecture to implement clean, responsive web interfaces How Routers can support navigation within a Single Page Application What the best practices are for using Angular so that it works unobtrusively and performs well How to use Angular with HTTP to support JSON, REST, and other services Working with the Ahead of Time compiler including its impact of developers and the development process How to defend against DOM-based XSS How to manage routing decisions based on pre-defined criteria such as a successful authentication How to meet huge data requirements by processing asynchronous data streams with RxJS Simplify server-side rendering How to facilitate unit testing Enhance an Angular user interface with animations and other advanced features Optimize Angular applications with various tools and techniques Maintain state within an Angular application What Angular 9 brings to the table and its relationship to Angular 8 Mastering Angular is a five-day, hands-on course that thoroughly explores the latest Angular features and advances, demonstrating how to solve the traditional challenges of JavaScript web application development. Throughout the course students will build custom components using application routes, form validation, and unit-testing. The course starts with an introduction of Angular CLI and TypeScript, and then delves into component-driven development with Angular components, covering data-binding, directives, services, routing, HTTP, the RxJS library, forms unit testing, and REST. Students will also learn how to add authentication, use the Material library, learn the NgRX design pattern to implement the NgRX store, make custom directives, enhance their application with animations, write an E2E test, and increase their application's efficiency by lazy loading modules and creating their own Angular library Angular Overview Overview of Angular Architecture Getting Started with Angular Getting Started with TypeScript Bootstrapping with Angular CLI Angular Project Structure Working with Angular Components and Events Third Party Libraries Dynamic Views Pipes Angular Forms Forms and the Forms API Single Page Applications and Routes Single Page Applications Services and Dependency Injection Modules Using RESTful Services Overview of REST Angular and REST Angular Best Practices Angular Style Guide What is New in Angular 9 Reactive Programming in Angular Working with RxJS Security and Authentication DomSanitizer JSON Web Tokens Route Guards Enhancing the Angular App Angular Animations Angular Material Angular Elements Deep Dive into Angular Testing and Angular Deep Dive into Components and Directives Deep Dive into Services and Dependency Injection Optimizing for the Enterprise Lazy Loading Optimizing with Universal Creating Your Own Angular Library Maintain State with NgRX NgRX Store Lesson: ES6+ Sass and SCSS for Angular and Material

Duration 5 Days 30 CPD hours This course is intended for This class is targeted towards the professional developer new to HTML, self-taught HTML developers, graphics designers and those new to HTML development. Overview After completing this course, you will be able to: Create HTML5 compliant web pages. Test and validate HTML and CSS code. Create CSS for style pages. Work with experimental vendor prefixes. Work with fonts and CSS font effects. Work with color and color tools. Layout pages and content using DIVs, iFrames and Tables. Add and format images and CSS sprites. Create HTML5 forms. Embed and manage video and audio content. This course is an in-depth hands-on study of HTML5, CSS3 and modern web and mobile development. The course includes detailed hands-on labs and Q&A labs. The labs include multiple projects, including one beginning to end web site.This material updates and replaces course Microsoft course 20480 which was previously published under the title Programming in HTML5 with JavaScript and CSS3. Module 1: A Brief History of HTML and the Web Welcome! History Details, Details, Details? The Life of a Web Page HTTP Status Codes Definitions Most Important Things to Know as a Web Developer Module 2: Core HTML Elements HTML and CSS Editors Text, Spaces and Tabs Working with Tags Attributes Comments Non-Standard Tags Every Page Includes? File Extensions Core Page Elements Nesting Testing HTML HTML and Text Module 3: Cascading Style Sheets Before CSS With CSS Cascading Style Sheets (CSS) Adding CSS to a Page Order of CSS Processing Experimental Vendor Prefixes CSS Units The CSS Box Mode Module 4: Fonts and Text Fonts CSS for Text CSS Text Ticks! Working with Lists Upgrading and to Windows 7 Module 5: Colors and Backgrounds Specifying Colors Applying Colors Gradients Module 6: Anchors and Hyperlinks HTML and CSS Hyperlinks with Images and Other Objects Buttons Module 7: Page Layout Page Layout Options Tables for Data DIVs Float SPAN HTML 5 DIV-like Tags IFRAMES Module 8: Images Favicon Preparing Images Image Files The IMG Tag Background Images Image Best Practices CSS Sprites Module 9: HTML Forms A Basic Form POST vs. GET name vs. id Basic Form Elements Basic Form Attribute Select Uploading Files HTML 5 Form Enhancements DataList Module 10: Multimedia Video and Audio HTML 5 Video CSS JavaScript Audio Hosting Videos in the Cloud Working with Animated GIFs

Are you looking to enhance your Travel Agent skills? If yes, then you have come to the right place. Our comprehensive course on Travel Agent Training will assist you in producing the best possible outcome by mastering the Travel Agent skills. The Travel Agent Training is for those who want to be successful. In the Travel Agent Training, you will learn the essential knowledge needed to become well versed in Travel Agent. Our Travel Agent Training starts with the basics of Travel Agent and gradually progresses towards advanced topics. Therefore, each lesson of this Travel Agent Training is intuitive and easy to understand. Why would you choose the Travel Agent Training from Compliance Central: Lifetime access to Travel Agent Training materials Full tutor support is available from Monday to Friday with the Travel Agent Training Learn Travel Agent skills at your own pace from the comfort of your home Gain a complete understanding of Travel Agent Training Accessible, informative Travel Agent Training learning modules designed by expert instructors Get 24/7 help or advice from our email and live chat teams with the Travel Agent Training bundle Study Travel Agent Training in your own time through your computer, tablet or mobile device A 100% learning satisfaction guarantee with your Travel Agent Training Improve your chance of gaining in demand skills and better earning potential by completing the Travel Agent Training Travel Agent Training Curriculum Breakdown of the Course Introduction to Travel and Tourism Tourism Products and Services Tour Operating and Travel Retailing Marketing in Travel and Tourism Developing Communication Skills Customer Service and Satisfaction Customer Relationship Management (CRM) Human Resource Management in Travel Industry Crisis and Visitor Attraction Management Transport Management Procedure Sustainable Tourism Public Awareness Campaigns Brexit and its Impact on Tourism Industry CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Travel Agent Training helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Travel Agent Training. It is also great for professionals who are already working in Travel Agent Training and want to get promoted at work. Requirements To enrol in this Travel Agent Training, all you need is a basic understanding of the English Language and an internet connection. Career path The Travel Agent Training will enhance your knowledge and improve your confidence in exploring opportunities in various sectors related to Travel Agent Training. Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £9.99 Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Level 5 QLS Endorsed Course | CPD & CiQ Accredited | Audio Visual Training | Free PDF Certificate | Lifetime Access

The main subject areas of the course are: Good practice in asbestos removal or remediation Asbestos Removal Control Plans Air sampling for asbestos Enclosures, clearance air monitoring and reporting

This course provides the theory, practical knowledge and skills required for use of microscopes and fibre counting to WHO rules, air sampling and four-stage clearance procedures. The course is based around 'HSG248 Asbestos: The Analysts Guide for Sampling, Analysis and Clearance Procedures'.

This course provides the necessary knowledge, understanding and skills to persons who will knowingly disturb asbestos containing materials during the course of their work activities, including building maintenance workers and supervisory personnel, and building maintenance managers.

Speech Therapy: Speech Therapy Training Online This exclusive Speech Therapy: Speech Therapy Training Course provides learners with a comprehensive overview of the role of a Speech and Language Therapist, equipping you with the essential skills to advance your career. It includes speech science, speech anatomy, and the characteristics of speech in detail. This Speech Therapy: Speech Therapy Training course will teach you how Speech and Language Therapists help children and adults with speech and language disorders, including swallowing, eating, and drinking issues. It covers the fundamentals of the speech chain model and walks you through the key stages of literacy and language development. This Speech Therapy: Speech Therapy Training course includes case studies and practical exercises that will teach you how to assess your clients' needs, set long-term goals, and support them every step of the way to recovery using a variety of communication techniques. In addition, you will gain in-demand professional skills that will help you start your career successfully. Main Course: Speech Therapy Course Courses are included in this Speech Therapy Bundle Course Course: Primary Teaching Course: Dyslexia Awareness Course: Nursery Nurse Course: SEN Teaching Assistant Course: ADHD Others Benefits of Speech Therapy: Speech Therapy Course Free 03 PDF Certificate Lifetime Access Unlimited Retake Exam Tutor Support [ Note: Free PDF certificate as soon as completing the Speech Therapy: Speech Therapy Training Course] Speech Therapy: Speech Therapy Training Industry Experts Designed this Speech Therapy: Speech Therapy Training course into 04 detailed modules. Assessment Method of Speech Therapy Training After completing each module of the Speech Therapy Training 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 of Speech Therapy Training After completing the MCQ/Assignment assessment for this Speech Therapy Training course, you will be entitled to a Certificate of Completion from Training Tale. Who is this course for? Speech Therapy: Speech Therapy Course This Speech Therapy: Speech Therapy course is for anyone who wants to: Gain the skills needed to work in the teaching and child care profession. Improve their speech therapy and language therapy skills. Make a career change and explore new career opportunities. Gain a formal, accredited qualification to improve their career opportunities. Requirements Speech Therapy: Speech Therapy Course Students who intend to enrol in this Speech Therapy: Speech Therapy Course must meet the following requirements: Speech Therapy: Good command of the English language Speech Therapy: Must be vivacious and self-driven. Speech Therapy: Basic computer knowledge. Speech Therapy: A minimum of 16 years of age is required. Career path Speech Therapy: Speech Therapy Course Compete High provides the most expedient path to learning about Speech Therapy: Speech Therapy, as well as the opportunity to practice your skills in a corporate setting. Certificates Certificate of completion Digital certificate - Included

This course will explore ways to support and enhance the quality of care provided to the individual approaching end of life, their families and their carers.