12540 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.

Duration 3 Days 18 CPD hours This course is intended for This course is designed for existing Python programmers who have at least one year of Python experience and who want to expand their Python proficiencies. Overview In this course, students will expand their Python proficiencies. Students will: Create object-oriented Python applications. Design and create a GUI. Store data in a database from Python applications. Communicate using client/server network protocols. Manage multiple processes with threading. Implement unit testing. Package an application for distribution. Students will build upon basic Python skills, learning more advanced topics such as object-oriented programming patterns, development of graphical user interfaces, data management, threading, unit testing, and creating and installing packages. Usinig Object-Oriented Python Create and Use Classes in an Application Use Magic Methods Incorporate Class Factories Creating a GUI Design a GUI Create and Arrange a GUI Layout Interact with User Events Using Databases Basics of Data Management Use SQLite Databases Manipulate SQL Data Network Programming Basics of Network Programming Create a Client/Server Program Managing Multiple Processes with Threading Create a Threaded Application Manage Thread Resources Implementing Unit Testing Test-Driven Development Write and Run a Unit Test Case Create a Test Suite Packaging an Application for Distribution Create a Package Structure Generate the Package Distribution Files Generate a Windows Executable Additional course details: Nexus Humans Python Programming - Advanced 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 Python Programming - Advanced 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.

Dive into the captivating realm of children and youth behaviour with our course, 'Positive Behaviour in Children and Youth.' This course intricately weaves together knowledge and strategies, guiding learners through the significance of policies, the art of promoting positivity, and mastering the nuances of behaviour management. Delve deeper into recognising inappropriate behaviours, appreciate the myriad benefits of instilling positive values, and comprehend the pivotal roles of Teaching Assistants and teamwork in shaping the future of our young generation. Learning Outcomes Understand the importance and application of policies and procedures related to youth behaviour. Acquire techniques to encourage and uphold positive behaviour in children. Identify, address, and rectify inappropriate behaviours in educational settings. Recognise the benefits of embedding positive values in the younger generation. Comprehend the contributions of Teaching Assistants and the value of teamwork in behavioural settings. Why buy this Positive Behaviour in Children and Youth course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Positive Behaviour in Children and Youth there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this Positive Behaviour in Children and Youth course for? Teachers aiming to improve classroom dynamics. Parents seeking strategies for better behaviour at home. Individuals aspiring to be Teaching Assistants. Childcare providers keen on enhancing their service quality. Team leaders in educational settings wishing to foster a harmonious environment. Prerequisites This Positive Behaviour in Children and Youth does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Positive Behaviour in Children and Youth was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Teacher: £24,000 - £41,000 Teaching Assistant (TA): £12,000 - £23,000 Child Behaviour Consultant: £30,000 - £45,000 Childcare Manager: £22,000 - £37,000 Education Welfare Officer: £25,000 - £40,000 School Counsellor: £27,000 - £42,000 Course Curriculum Module 01: Policies and Procedures Policies and Procedures 00:13:00 Module 02: Promote Positive Behaviour Promote Positive Behaviour 00:11:00 Module 03: Behaviour Management Behaviour Management 00:11:00 Module 04: Inappropriate Behaviour Inappropriate Behaviour 00:12:00 Module 05: Benefits of Positive Values Benefits of Positive Values 00:11:00 Module 06: Role of TA Role of TA 00:13:00 Module 07: Role of Teamwork Role of Teamwork 00:20:00

Embark on a transformative journey with the 'Level 5 Diploma in Leadership and Management for Adult Care,' designed to sculpt the next generation of influential leaders and astute managers in the adult care sector. This comprehensive course, meticulously crafted, offers an in-depth exploration of both theoretical and practical aspects of leadership and management. Through its 24 diverse modules, learners will delve into the realms of management theories, high-performance team building, and effective communication skills. The course not only covers the foundational elements like understanding management principles and leadership theories but also ventures into specialised areas such as talent management, succession planning, and the intricacies of dealing with office politics. Additionally, it addresses the critical skills of time and stress management, crucial for thriving in fast-paced professional environments. The curriculum's unique blend of modules like 'Safeguarding in Adult Care' and 'Overcoming Barriers in Adult Care Settings' tailors specifically to the adult care industry, ensuring that graduates emerge as well-rounded, industry-ready professionals. Learning Outcomes Acquire a thorough understanding of both classical and contemporary leadership theories and their application in adult care settings. Develop the ability to build and sustain high-performing teams, along with mastering motivational strategies for employees. Gain proficiency in essential organisational skills, including managing change, negotiating effectively, and mastering time management. Enhance emotional intelligence and conflict management skills, pivotal for navigating complex interpersonal dynamics in a professional setting. Learn to strategically manage risks and uphold corporate responsibility and ethics in adult care leadership Why choose this Level 5 Diploma in Leadership and Management for Adult Care course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Level 5 Diploma in Leadership and Management for Adult Care course for? Individuals aiming to ascend to leadership positions in the adult care sector. Managers seeking to enhance their leadership capabilities and organisational effectiveness. Professionals in adult care who wish to refine their skills in managing teams and conflict. Aspiring leaders focused on developing robust communication and negotiation skills. Career-changers looking to enter the adult care industry with a solid foundation in management and leadership. Career path Care Home Manager: £30,000 - £45,000 Adult Care Services Coordinator: £25,000 - £35,000 Healthcare Administrator: £20,000 - £30,000 Senior Care Supervisor: £22,000 - £32,000 Clinical Services Manager: £35,000 - £50,000 Policy Advisor in Adult Care: £28,000 - £40,000 Prerequisites This Level 5 Diploma in Leadership and Management for Adult Care does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Level 5 Diploma in Leadership and Management for Adult Care was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Module 1: Understanding Management and Leadership Understanding Management and Leadership 00:42:00 Module 02: Supporting Education in Adult Care Supporting Education in Adult Care 00:13:00 Module 03: Safeguarding in Adult Care Safeguarding in Adult Care 00:07:00 Module 04: Overcoming Barriers in Adult Care Settings Overcoming Barriers in Adult Care Settings 00:11:00 Module 05: Leadership Theories Leadership Theories 00:27:00 Module 06: Improving Management and Leadership Performance Improving Management and Leadership Performance 00:17:00 Module 07 High Performance Teams High Performance Teams 00:34:00 Module 08: Motivating Employees Motivating Employees 00:28:00 Module 09: Organisational Skills Organisational Skills 00:28:00 Module 10: Talent Management Talent Management 00:39:00 Module 11: Succession Planning Succession Planning 00:26:00 Module 12: Business Process Management Business Process Management 00:30:00 Module 13: Communication Skills Communication Skills 00:29:00 Module 14: Negotiation Techniques Negotiation Techniques 00:17:00 Module 15 Managing Meetings and Giving Feedback Managing Meetings and Giving Feedback 00:24:00 Module 16: Managing Change Managing Change 00:24:00 Module 17: Time Management Time Management 00:39:00 Module 18: Stress Management Stress Management 00:17:00 Module 19: Emotional Intelligence in Leadership Emotional Intelligence in Leadership 00:34:00 Module 20: Managing Conflict Managing Conflict 00:24:00 Module 21: Dealing with Office Politics Dealing with Office Politics 00:36:00 Module 22: Risk Management Risk Management 00:37:00 Module 23: Corporate Responsibility and Ethics Corporate Responsibility and Ethics 00:16:00 Module 24:Microsoft Word, Excel, PowerPoint Microsoft Word 08:06:00 Microsoft Excel 03:59:00 Microsoft PowerPoint 08:24:00 Assignment Assignment - Level 5 Diploma in Leadership and Management for Adult Care 00:00:00

Unlock the power of data with our 'Sales Analysis in Excel' course. Dive into e-commerce sales analysis and craft insightful sales analysis reports. Discover how to manipulate sales data, forecast trends, and automate workbook functionality. Elevate your career with advanced Excel skills! Learning Outcomes of Sales Analysis in Excel: Master data manipulation techniques for e-commerce sales analysis. Create comprehensive sales reports with Excel's advanced functions. Visualize data effectively using charts, PivotTables, and PivotCharts. Forecast future trends and make data-driven decisions. Automate repetitive tasks to boost efficiency and productivity. Why buy this Sales Analysis in Excel? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Sales Analysis in Excel there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? Business analysts seeking to enhance their data analysis skills. Sales professionals aiming to leverage Excel for deeper insights. Aspiring data scientists interested in e-commerce sales data. Students and graduates looking to gain a competitive edge. Entrepreneurs striving to optimize their sales strategies. Prerequisites This Sales Analysis in Excel does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Sales Analysis in Excel was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Data Analyst: £25,000 - £40,000 Per Annum Business Analyst: £30,000 - £50,000 Per Annum Sales Analyst: £25,000 - £45,000 Per Annum Financial Analyst: £30,000 - £55,000 Per Annum Market Research Analyst: £25,000 - £40,000 Per Annum Excel Specialist: £22,000 - £35,000 Per Annum Course Curriculum Modifying a Worksheet Insert, Delete, and Adjust Cells, Columns, and Rows 00:10:00 Search for and Replace Data 00:09:00 Use Proofing and Research Tools 00:07:00 Managing Workbooks Manage Worksheets 00:05:00 Manage Workbook and Worksheet Views 00:07:00 Manage Workbook Properties 00:06:00 Working with Functions Work with Ranges 00:18:00 Use Specialized Functions 00:11:00 Work with Logical Functions 00:23:00 Work with Date & Time Functions 00:08:00 Work with Text Functions 00:11:00 Working with Lists Sort Data 00:10:00 Filter Data 00:10:00 Query Data with Database Functions 00:09:00 Outline and Subtotal Data 00:09:00 Analyzing Data Welcome to the Course 00:03:00 Apply Intermediate Conditional Formatting 00:07:00 Apply Advanced Conditional Formatting 00:05:00 Visualizing Data with Charts Create Charts 00:13:00 Modify and Format Charts 00:12:00 Use Advanced Chart Features 00:12:00 Using PivotTables and PivotCharts Create a PivotTable 00:13:00 Analyze PivotTable Data 00:12:00 Present Data with PivotCharts 00:07:00 Filter Data by Using Timelines and Slicers 00:11:00 Working with Multiple Worksheets and Workbooks Use Links and External References 00:12:00 Use 3-D References 00:06:00 Consolidate Data 00:05:00 Creating Sparklines and Mapping Data Create Sparklines 00:07:00 MapData 00:07:00 Forecasting Data Determine Potential Outcomes Using Data Tables 00:08:00 Determine Potential Outcomes Using Scenarios 00:09:00 Use the Goal Seek Feature 00:04:00 Forecasting Data Trends 00:05:00 Using Lookup Functions and Formula Auditing Use Lookup Functions 00:13:00 Trace Cells 00:09:00 Watch and Evaluate Formulas 00:08:00 Automating Workbook Functionality Apply Data Validation 00:13:00 Search for Invalid Data and Formulas with Errors 00:04:00 Work with Macros 00:18:00

The BA (Hons) in Business Management with a Foundation Year, in collaboration with Leeds Trinity University, spans four years and is designed to empower students with the necessary academic skills and tools for confident study. Throughout the program, students engage in modules aimed at enhancing their academic abilities and gaining foundational knowledge in business operations and management principles, including insights into entrepreneurship and the basics of marketing.  Upon the successful completion of the Foundation Year, students seamlessly transition to the first year of the Business Management BA (Hons) degree. The curriculum delves into the intricacies of organizational structures and operational strategies, covering fundamental aspects of accounting, finance, marketing, and providing opportunities to explore international business concepts. Developed in collaboration with employers, the program offers a comprehensive education in various facets of modern business management, addressing not only organizational challenges but also legal, ethical, and sustainability issues confronting companies in the contemporary business landscape. 

Result Consortium's collaboration with Plymouth Marjon University presents the BSc (Hons) Business Topup, strategically designed to prepare students for the practicalities of the business world. This program delves into the operational intricacies of SME businesses, unraveling the factors contributing to their success and equipping students with the skills to effectively contribute to or establish their own enterprises.  If you have completed two years of a business management university program or hold an equivalent qualification such as a Higher National Diploma (HND), this top-up course offers you the opportunity to attain a bachelor's degree. Tailored by Results Consortium London & Northampton, this specialized business management course is crafted to advance your foundation degree, HND, or a similar qualification in the business field. Over a one-year duration, you will acquire skills essential for a career in international business management.   The key focus areas include organization, strategy, international business, and management. Depending on your preferences, you can opt to specialize in project management, international finance and trade, or even gain proficiency in a new language—a highly valuable asset for managerial roles within multinational corporations. 

The BSc (Hons) Business degree, offered in collaboration with Plymouth Marjon University by Results Consortium, is meticulously crafted to equip students for the dynamic business landscape. The curriculum delves into the operations of SME businesses, unraveling the keys to their success and imparting valuable insights for effective work within such enterprises or even entrepreneurship. The program, conducted in London and Northampton, ensures a comprehensive exploration of various business dimensions, covering management strategies, business structures, marketing, supply chain and operations management, and finance. Real-world examples and case studies drawn from a spectrum of business entities, from startups to multinational corporations, enrich the learning experience, providing a profound understanding of diverse methodologies in business management. Additionally, the placement opportunities in SME businesses during the second and third years enable students to gain hands-on practical experience, enhancing their employability. 

The Higher National Diploma (HND) in Business course is designed to enhance your business skills and foster an in-depth understanding of contemporary business challenges from various viewpoints. This program aims to enable you to recognize and analyze management issues critically, as well as assess potential solutions.   Enlist in our HND in Business program, offered in both London and Northampton, designed to offer a unique edge that will elevate your career to unprecedented levels. Gain a blend of theoretical knowledge and practical skills through a mix of research, self-directed learning, guided studies, and immersive workplace simulations. This holistic methodology guarantees the acquisition of versatile skills actively sought by employers, ensuring your professional readiness. 

Understanding Specific Learning Difficulties provides an excellent opportunity to gain the skills and knowledge you'll need to advance in your career. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Understanding Specific Learning Difficulties will provide you with the right CPD Accredited proficiency that you'll need to succeed.Gain experience online and interact with experts. This can prove to be the perfect way to get notice by a prospective employer and stand out from the crowd. Understanding Specific Learning Difficulties has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. All of our courses have interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take Understanding Specific Learning Difficulties is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes.. Why choose Understanding Specific Learning Difficulties? Opportunity to boost your CV/Resume with CPD accredited proficiency Student ID card with amazing discounts - completely for FREE! (Postal charges will be applicable for international delivery) Instant results upon completion of each assessment Certificates available in both PDF and hard copy format Interactive, high-quality course content with 24/7 online access Full tutor support and learning assistance included. ***Course Curriculum*** Here are the topics you will cover on the Understanding Specific Learning Difficulties Course. ***Understanding Specific Learning Difficulties*** Module 01: Learning Support Assistant: Workplace & Work Learning Support Assistant: Workplace & Works Module 02: Teaching Methodologies Teaching Methodologies Module 03: Skills of a Learning Support Assistant Skills of A Learning Support Assistant Module 04: The Role and Responsibilities of the Learning Support Assistant The Role and Responsibilities of the Learning Support Assistant Module 05: SEN Teaching SEN Teaching Module 06: How to Support Pupils with Special Needs Part 1 Supporting Pupils with Special Needs (Part 01) Module 07: How to Support Pupils with Special Needs Part 2 How to Support Pupils with Special Needs Part-2 Module 08: Safeguarding Children & Young People Safeguarding Children and Young People Assessment Process Once you have finished the learning stages in the course, your abilities will be assessed by an automated multiple-choice question session, after which you will receive the results immediately. CPD 5 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this course. This course is open to everybody. Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this course, you are to start your career or begin the next phase of your career. Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.