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 1 Days 6 CPD hours Additional course details: Nexus Humans Orientation - Consumer Students 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 Orientation - Consumer Students 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 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
Overview With the ever-increasing demand for Civil Engineering in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Civil Engineering may be. Learning about Civil Engineering or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Civil Engineering. That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Civil Engineering is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by Compete High in this Online Diploma in Civil Engineering course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Online Diploma in Civil Engineering course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Online Diploma in Civil Engineering course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Civil Engineering, Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Civil Engineering, Anyone looking for a certificate of completion on doing an online training on this topic, Students of Civil Engineering, or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Online Diploma in Civil Engineering course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. Course Curriculum Module 1: Introduction to Civil Engineering Introduction to Civil Engineering 00:00 Module 2: Basic Areas in Civil Engineering [Part 1] Basic areas in civil engineering [Part 1] 00:00 Module 3: Basic Areas in Civil Engineering [Part 2] Basic Areas in Civil Engineering [Part 2] 00:00 Module 4: Materials of Construction Materials of Construction 00:00 Module 5: Civil Engineering Project and Management Civil Engineering Project and Management 00:00 Module 6: Basic Terminologies Basic Terminologies 00:00 Module 7: Most Common Technical Questions Most Common Technical Questions 00:00 Module 8: Must Know Before Attending Interview - Guaranteed Questions Must Know Before Attending Interview - Guaranteed Questions 00:00 Module 9: Sustainable Development and Civil Engineering Sustainable Development and Civil Engineering 00:00 Module 10: Civil Engineering Body of Knowledge Civil Engineering Body of Knowledge 00:00
Overview With the ever-increasing demand for Diploma in Pediatrics in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Diploma in Pediatrics may be. Learning about Diploma in Pediatrics or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Diploma in Pediatrics . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Diploma in Pediatrics is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Diploma in Pediatrics course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Diploma in Pediatrics course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Diploma in Pediatrics course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Diploma in Pediatrics , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Diploma in Pediatrics , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Diploma in Pediatrics , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Diploma in Pediatrics course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. Course Curriculum Module 1 Developmental Milestones and Child Growth. Developmental Milestones and Child Growth. 00:00 Module 2 Assessment and Diagnosis in Pediatrics. Assessment and Diagnosis in Pediatrics. 00:00 Module 3 Management and Treatment of Common Pediatrics Conditions. Management and Treatment of Common Pediatrics Conditions. 00:00 Module 4 Child Development and Behavioral Health. Child Development and Behavioral Health. 00:00 Module 5 Pediatrics in Practice. Pediatrics in Practice. 00:00 Module 6 Ethics in Pediatrics. Ethics in Pediatrics. 00:00 Module 7 Pediatrics in Emergencies and Critical Care. Pediatrics in Emergencies and Critical Care. 00:00
Overview With the ever-increasing demand for Diploma in Occupational Therapy in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Diploma in Occupational Therapy may be. Learning about Diploma in Occupational Therapy or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Diploma in Occupational Therapy . That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Diploma in Occupational Therapy is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by compete high in this Diploma in Occupational Therapy course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Diploma in Occupational Therapy course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Diploma in Occupational Therapy course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Diploma in Occupational Therapy , Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Diploma in Occupational Therapy , Anyone looking for a certificate of completion on doing an online training on this topic, Students of Diploma in Occupational Therapy , or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Diploma in Occupational Therapy course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. Course Curriculum Module 1 Introduction to Occupational Therapy. Introduction to Occupational Therapy. 00:00 Module 2 Occupational Therapy Assessment. Occupational Therapy Assessment. 00:00 Module 3 Developmental Disabilities and Occupational Therapy.. Developmental Disabilities and Occupational Therapy.. 00:00 Module 4 Occupational Therapy for Mental Health. Occupational Therapy for Mental Health. 00:00 Module 5 Rehabilitation and Occupational Therapy. Rehabilitation and Occupational Therapy. 00:00 Module 6 Occupational Therapy in Pediatrics. Occupational Therapy in Pediatrics. 00:00
Master AutoCAD with Compete High’s Diploma in AutoCAD course! Learn essential tools, drawing techniques, and advanced features through expert-led online training. Study at your own pace and earn a certificate. Enrol today!
Overview With the ever-increasing demand for Contracts Law in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Contracts Law may be. Learning about Contracts Law or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Contracts Law. That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Contracts Law is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by Compete High in this Diploma in Contracts Law course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Diploma in Contracts Law course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Diploma in Contracts Law course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Contracts Law, Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Contracts Law, Anyone looking for a certificate of completion on doing an online training on this topic, Students of Contracts Law, or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Diploma in Contracts Law course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. Course Curriculum Module 01 Understanding the Concept of Paralegal Understanding the Concept of Paralegal 00:00 Module 02 Key Legal Terminology Key Legal Terminology 00:00 Module 03 Effective Communication Skills for Paralegals Effective Communication Skills for Paralegals 00:00 Module 04 The Legal Workplace _ Professionals The Legal Workplace _ Professionals 00:00 Module 05 Law Legal Systems Law Legal Systems 00:00 Module 06 Contract and Business Law Contract and Business Law 00:00 Module 07 Criminal Law Criminal Law 00:00 Module 08 Employment Law Employment Law 00:00 Module 09 Family Law Family Law 00:00
Overview With the ever-increasing demand for Tax Accounting in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Tax Accounting may be. Learning about Tax Accounting or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Tax Accounting. That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Tax Accounting is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by Compete High in this Diploma in Tax Accounting course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Diploma in Tax Accounting course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Diploma in Tax Accounting course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Tax Accounting, Jobseekers in the relevant domains, Anyone with ground knowledge/intermediate expertise in Tax Accounting, Anyone looking for a certificate of completion on doing an online training on this topic, Students of Tax Accounting, or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Diploma in Tax Accounting course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. Course Curriculum Module 01 Introduction to Tax Accounting Introduction to Tax Accounting 00:00 Module 02 Income Statement and Balance Sheet Income Statement and Balance Sheet 01:00:00 Module 03 Tax System and Administration in the UK Tax System and Administration in the UK 01:00:00 Module 04 Tax on Individuals Tax on Individuals 00:00 Module 05 National Insurance National Insurance 00:00 Module 06 Self-Assessment Tax Return Submission Self-Assessment Tax Return Submission 00:00 Module 07 Fundamentals of Income Tax Fundamentals of Income Tax 00:00 Module 08 PAYE, Payroll and Wages PAYE, Payroll and Wages 00:00 Module 09 Double Entry Accounting Double Entry Accounting 00:00 Module 10 Career as a Tax Accountant in the UK Career as a Tax Accountant in the UK 00:00
Overview With the ever-increasing demand for Tort Law in personal & professional settings, this online training aims at educating, nurturing, and upskilling individuals to stay ahead of the curve - whatever their level of expertise in Tort Law may be. Learning about Tort Law or keeping up to date on it can be confusing at times, and maybe even daunting! But that's not the case with this course from Compete High. We understand the different requirements coming with a wide variety of demographics looking to get skilled in Tort Law. That's why we've developed this online training in a way that caters to learners with different goals in mind. The course materials are prepared with consultation from the experts of this field and all the information on Tort Law is kept up to date on a regular basis so that learners don't get left behind on the current trends/updates. The self-paced online learning methodology by Compete High in this Diploma in Tort Law course helps you learn whenever or however you wish, keeping in mind the busy schedule or possible inconveniences that come with physical classes. The easy-to-grasp, bite-sized lessons are proven to be most effective in memorising and learning the lessons by heart. On top of that, you have the opportunity to receive a certificate after successfully completing the course! Instead of searching for hours, enrol right away on this Diploma in Tort Law course from Compete High and accelerate your career in the right path with expert-outlined lessons and a guarantee of success in the long run. Who is this course for? While we refrain from discouraging anyone wanting to do this Diploma in Tort Law course or impose any sort of restrictions on doing this online training, people meeting any of the following criteria will benefit the most from it: Anyone looking for the basics of Tort Law, Jobseekers in the relevant domains, Anyone with a ground knowledge/intermediate expertise in Tort Law, Anyone looking for a certificate of completion on doing an online training on this topic, Students of Tort Lawemb, or anyone with an academic knowledge gap to bridge, Anyone with a general interest/curiosity Career Path This Diploma in Tort Law course smoothens the way up your career ladder with all the relevant information, skills, and online certificate of achievements. After successfully completing the course, you can expect to move one significant step closer to achieving your professional goals - whether it's securing that job you desire, getting the promotion you deserve, or setting up that business of your dreams. Course Curriculum Module 01 - Introduction to Tort Law Introduction to Tort Law 00:00 Module 02 - Strict Liability Strict Liability 00:00 Module 03 - Remoteness Of Damage Remoteness Of Damage 00:00 Module 04 - Vicarious Liability Vicarious Liability 00:00 Module 05 - Judicial Remedies Judicial Remedies 00:00 Module 06 - Negligence Negligence 00:00 Module 07 - Nuisance Nuisance 00:00 Module 08 - Trespass to Land Trespass to Land 00:00