Looking to bring your AI knowledge to life in a visually powerful way? Our Hands-on Machine Learning Project – Auto Image Captioning for Social Media Course takes you deep into the fascinating world of machine-generated descriptions. With social media driving more engagement through visuals than ever, this course helps you grasp how AI can generate captions that not only describe but also engage, contextualise, and communicate effectively. The focus is sharply tuned to image captioning technology and its role in today’s media-driven, attention-tight landscape. Expect to work your way through a structured learning journey where you’ll explore the building blocks of machine learning and how these elements are applied in automated image captioning. Whether you're aiming to polish your ML project portfolio or understand how AI is quietly shaping the way content is created and consumed online, this course gives you just the right amount of edge — no gimmicks, no fluff, just what matters. All content is delivered fully online, making it a flexible and accessible way to deepen your understanding of AI-powered communication tools used across social media platforms. Learning Outcomes: Develop an auto image captioning system using machine learning. Preprocess image and caption data. Define and evaluate the model. Deploy your machine learning app on AWS EC2 instance.Gain real-world experience in machine learning app development. The Hands-on Machine Learning Project - Auto Image Captioning for Social Media Platform course is designed to give you a comprehensive understanding of how to develop an auto image captioning system using machine learning. The course covers topics such as importing libraries, preprocessing text and image data, defining and evaluating the model, and deploying your machine learning app on AWS EC2 instance. You'll have access to the caption dataset and image dataset for training and test purposes, providing you with hands-on experience in machine learning app development. This course is perfect for aspiring data scientists, machine learning engineers, and developers who want to gain real-world experience in machine learning app development. With the skills and knowledge gained from this course, you'll be able to create your own auto image captioning system and start a career in the exciting field of machine learning. Hands on Machine Learning Project - Auto Image Captioning for Social Media Course Curriculum Section 01: Introduction Introduction to Course Section 02: Building the Auto Image Captioning Import the Libraries Accessing the Caption Dataset for Training Accessing the Image DataSet for Training Preprocessing the Text Data Pre-Process and Load Captions Data Loading the Captions for Training and Test Data Preprocessing of Image Data Loading Features for Train and Test Dataset Text Tokenization and Sequence Text Data Generators Define the Model Evaluation of Model Test the Model Section 03: Deployment of Machine Learning App Create Streamlit App Streamlit Prediction Test Streamlit App Deploy Streamlit on AWS EC2 Instance How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring data scientists. Machine learning engineers. Developers interested in machine learning app development. Anyone interested in the field of machine learning. Professionals looking to upskill in the latest technology. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Data Scientist: £40,000 to £80,000 per year. Machine Learning Engineer: £55,000 to £90,000 per year. Software Developer: £30,000 to £60,000 per year. Artificial Intelligence Developer: £40,000 to £80,000 per year. Computer Vision Engineer: £45,000 to £85,000 per year. Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.
A chaotic workspace can drain your energy faster than a Monday morning meeting. This course is your guide to creating an environment that doesn’t just look neat but actually helps you focus, think clearly, and get more done — whether you’re working from a home office, a shared desk, or your favourite corner in the house. You'll learn the art and logic behind designing a workspace that doesn’t compete for your attention but works quietly in the background to keep your mind sharp. Packed with practical layout strategies, tips on lighting and ergonomics (without the jargon), and guidance on digital organisation, this course invites you to rethink how your space works for you. Say goodbye to tangled cables, cluttered screens, and noise that gets in your head. You don’t need expensive furniture or a Pinterest-perfect setup — just the right mindset, a few smart changes, and a little structure. If your desk currently doubles as a dumping ground, it's time for a smarter, calmer setup that clears the way for better concentration and better workdays. Here are five key learning outcomes that learners can expect from this course: Develop an understanding of the key factors that contribute to a productive home office, such as lighting, comfort, and organisation. Learn practical hacks and secrets to improve productivity while working from home, such as time-blocking and setting boundaries. Understand the benefits of an organised workspace and learn how to create a system that works for you. Learn how to balance family responsibilities with work, and develop strategies to limit distractions and interruptions. Gain insights into the common pitfalls that can affect productivity in a home office, such as technology distractions and poor ergonomics, and learn how to overcome them. The course is divided into ten lessons, each covering a specific aspect of creating a productive workspace. Lesson one focuses on identifying the three key aspects of a productive home office, which are comfort, lighting, and organisation. Lesson two provides practical hacks and secrets to improve productivity, such as using productivity tools and apps and setting realistic goals. Lesson three covers five secrets to a productive home office, including creating a dedicated workspace and setting boundaries. Lesson four addresses the question of whether it is possible to be productive while working from home and covers tips for staying focused and motivated. Lesson five explores how to make your home office more productive, including using plants and adding personal touches. Lesson six provides strategies for balancing family and work responsibilities, while lesson seven covers how to limit distractions when working from home. Lesson eight explores the benefits of an organised workspace and provides tips for creating an effective filing system. Lesson nine discusses the top three design features of the ideal home office, such as ergonomics and natural light. Finally, lesson ten examines the common productivity killers in a home office and provides strategies for overcoming them. How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is suitable for anyone who works from home or is considering setting up a home office. It may be particularly useful for freelancers, entrepreneurs, or remote workers who need to create an effective workspace. It may also be helpful for individuals who want to improve their productivity and work-life balance. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path After completing this course, learners may be better equipped to work effectively from home, leading to increased productivity and job satisfaction. Potential career paths may include: Freelancer Remote worker Small business owner Consultant Online teacher or tutor Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.
Overview of Teacher and School Staff Training Join our Teacher and School Staff Training course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Teacher and School Staff Training course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Teacher and School Staff Training course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Teacher and School Staff Training Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Teacher and School Staff Training. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online — Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion – Digital / PDF Certificate After completing the Teacher and School Staff Training course, you can order your CPD Accredited Digital/ PDF Certificate for £5.99. Certificate of Completion – Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Teacher and School Staff Training is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand. On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don’t have the time to devote to traditional education. Requirements You don’t need any educational qualification or experience to enrol in the Teacher and School Staff Training course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Teacher and School Staff Training Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors.
Overview The cleaning industry in the UK is a thriving sector, with a growing demand for skilled professionals who can ensure the highest standards of cleanliness and hygiene. Whether you're an aspiring cleaner, an entrepreneur seeking to establish a cleaning business, or a seasoned professional looking to advance your career, the "Cleaning Supervisor" course offers a comprehensive pathway to success. With a focus on practical skills, industry knowledge, and effective management techniques, this Cleaning Supervisor course empowers you to navigate the diverse cleaning challenges faced in residential, commercial, and industrial settings. From mastering the art of house cleaning to maintaining pristine office spaces, and from managing staff to delivering exceptional customer service, this Cleaning Supervisor course equips you with the tools to thrive in a competitive market. Join us and unlock a world of opportunities in the dynamic cleaning industry, where attention to detail and a commitment to excellence are the keys to success. In This Mental Health Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Cleaning Supervisor skills to help you advance your career. Acquire a comprehensive understanding of various Cleaning Supervisor topics and tips from industry experts. Learn in-demand Cleaning Supervisor skills that are in high demand among UK employers, which will help you to kickstart your career. This Cleaning Supervisor course covers everything you must know to stand against the tough competition in the Cleaning Supervisor field. The future is truly yours to seize with this Cleaning Supervisor. Enrol today and complete the course to achieve a Cleaning Supervisor certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Cleaning Supervisor course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Cleaning Supervisor course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate. Certificate of Achievement Upon successfully completing the Cleaning Supervisor course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Cleaning Supervisor is suitable for anyone aspiring to start a career in Cleaning Supervisor; even if you are new to this and have no prior knowledge on Cleaning Supervisor, this course is going to be very easy for you to understand. And if you are already working in the Cleaning Supervisor field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. Taking this Cleaning Supervisor course is a win-win for you in all aspects. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Cleaning Supervisor course has no prerequisite. You don't need any educational qualification or experience to enrol in the Cleaning Supervisor course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Cleaning Supervisor course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Cleaning Supervisor Module 1 The Diversity of Cleaning Jobs 00:26:00 Module 2 Cleaning Equipment, Products and Clothing 00:24:00 Module 3 House Cleaning 00:22:00 Module 4 Food Kitchen and Commercial Kitchen Cleaning 00:23:00 Module 5 Bathrooms and Toilets 00:22:00 Module 6 Office Cleaning 00:19:00 Module 7 Cleaning External Surfaces and Areas 00:18:00 Module 8 Dealing with Non-Routine Waste 00:21:00 Module 9 Chemical Safety, Keyholding and Alarm Codes for Cleaners 00:21:00 Module 10 Starting a Cleaning Business and Planning for it 00:14:00 Module 11 Running the Business with Quality Service 00:22:00 Module 12 Customer Satisfaction 00:23:00 Module 13 Management of Staff 00:22:00 Module 14 Marketing, Advertising and Sales 00:24:00 Module 15 Expansion Management 00:17:00 Module 16 Skills of an Effective Administrator 00:17:00 Module 17 Representing Your Boss and Company 00:36:00 Module 18 Organisational Skills 00:27:00 Module 19 Communication Skills 00:27:00
In this comprehensive course, we will guide you through the world of Oracle Database Administration, starting from the basics and equipping you with the skills to create databases, manage storage, implement backup plans, apply patches, troubleshoot issues, and excel in the role of a professional DBA.
Overview of Teaching Assistant Level 3 Join our Teaching Assistant Level 3 course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Teaching Assistant Level 3 course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Teaching Assistant Level 3 course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Teaching Assistant Level 3 Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Teaching Assistant Level 3. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online — Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion – Digital / PDF Certificate After completing the Teaching Assistant Level 3 course, you can order your CPD Accredited Digital / PDF Certificate for £5.99. Certificate of Completion – Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Teaching Assistant Level 3 is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand. On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don’t have the time to devote to traditional education. Requirements You don’t need any educational qualification or experience to enrol in the Teaching Assistant Level 3 course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Teaching Assistant Level 3 Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors.
Mental Toughness has been growing in popularity, demand, and demonstrated success among top performers. It is a continuing education course focused on the key aspects of psychological strength for fitness and sport. Mental toughness helps to provide greater awareness and effectiveness in getting performance results by keeping the mind engaged, responsive, resilient, and strong under pressure.
How salespeople can use a more collaborative approach to drive opportunities in the new world of sales
In this 6 hours on-demand course you will learn about the vestibular system from the bottom up, it's anatomy, function and how it impacts our lives. You will get practical tools to assess it's function and other systems associated with it, as well as tools you can use to rehabilitate and improve the function of all of these components. This is a unique course with practical tools you can start using today!
Supercharge your career as an Oracle DBA! This in-depth performance tuning course empowers you to pinpoint bottlenecks, master essential tools like AWR and ASH, elevate your database's performance, and unlock your potential as a top-tier Oracle DBA.