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.
1:1 wellbeing programmes for parents and carergivers in neurodiverse families to help you feel less overwhelmed, more energised, and present. Are you exhausted from the constant demands of neurodivergent parenting? Do you find yourself caught in an endless cycle of stress, worrying about what tomorrow might bring? You deserve to prioritise yourself without feeling guilty. After all, taking care of yourself benefits your whole family. And what's even better is that you don't need to sacrifice your time or energy to do so! Who are these programmes for? This programme is designed especially for parents and caregivers, in neurodiverse families, who: Want to feel calmer in daily life Are ready to start prioritising their mental and emotional wellbeing with 1-to-1 support Desire a deeper connection with themselves and want to rediscover their sense of identify outside of their caring responsibilities. Because you deserve to be someone outside a parent/carer. By the end of the programme you'll: Feel less stressed Have new healthy habits that nurture your wellbeing Have more energy, because running on empty isn't good for anyone Feel grounded and present, even during challenging times Notice a calmer mind and feel more intentional with your time and energy. How it Works A mindful approach to escape the cycle of burnout. Based on my Burnout Prevention Method and 4-step ARIA Framework: Awareness Reflection Insight Action A 12-week journey to reset your energy and stop burnout before it happens Tailored guidance, support, and encouragement via voice notes & messaging x2 days a week (Tuesdays and Wednesdays) Monthly reflection to acknowledge your journey and celebrate yourself A personalised self-care plan, so you can continue taking care of yourself beyond our time working together. Plus you'll get… Lifetime access to: Online course ‘The Mindful Reconnect’ (worth £399), so you can continue your mindfulness journey and be supported beyond the programme. Self Care Bundle People pay £77 for this, but you get it for free! Have more tools to support you on your wellbeing journey. Next Steps Imagine the calm and joy you can create with ongoing support and encouragement. It's a investment in you and your family’s wellbeing. Due to the personalised support offered, spaces are very limited. Don’t let another day slip by feeling overwhelmed and exhausted. Please note: The booking will ask you to select a date after the payment page. Please select the date as the day you are booking. Take the first step today
FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter
This beginner to intermediate level qualification course provides a structured exploration of the world of wine and is suitable for both wine industry professionals and wine enthusiasts. Individuals on this course will gain knowledge of the principal and regionally important grape varieties of the world and the styles of wine they produce. Through a combination of tasting and theory, candidates will explore the factors that impact style and quality and learn how to describe wines with confidence.
The British English Pronunciation is a wonderful learning opportunity for anyone who has a passion for this topic and is interested in enjoying a long career in the relevant industry. It's also for anyone who is already working in this field and looking to brush up their knowledge and boost their career with a recognised certification. This British English Pronunciation consists of several modules that take around 1 hour to complete. The course is accompanied by instructional videos, helpful illustrations, how-to instructions and advice. The course is offered online at a very affordable price. That gives you the ability to study at your own pace in the comfort of your home. You can access the modules from anywhere and from any device. Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment Certification Upon successful completion of the course, you will be able to obtain your course completion PDF Certificate at £9.99. Print copy by post is also available at an additional cost of £15.99 and the same for PDF and printed transcripts. Course Content Introduction Introduction 00:01:00 Where to place a stress in a word Part 1 00:03:00 Part 2 00:04:00 Part 3 00:01:00 Words whose meaning changes depending on the stress Part 1 00:02:00 Part 2 00:03:00 Vowel Sounds Part 1 00:03:00 Part 2 00:03:00 Part 3 00:04:00 Schwa Part 1 00:02:00 Vowels before R Part 1 00:03:00 Digraphs Part 1 00:04:00 Part 2 00:04:00 Part 3 00:03:00 Pronouncing the letter R Part 1 00:03:00 The two "TH" sounds Part 1 00:05:00 Recap Recap 00:01:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.