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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.

Machine learning isn’t just for self-driving cars and game-playing robots—it’s also helping identify whether someone’s wearing a mask or not. This course takes you through the full project lifecycle of building a Covid Mask Detector, using one of the most relevant applications of computer vision in recent years. Whether you're a data enthusiast or a coding hobbyist, you’ll enjoy diving into this machine learning challenge with a purpose that’s easy to relate to and timely. With clear, structured guidance, you'll explore how to prepare image data, train a neural network, and apply detection techniques—all from the comfort of your own screen. The content is delivered with clarity and a dash of wit, making the learning journey not just informative, but surprisingly enjoyable. You’ll walk away with confidence in building a full machine learning project, specifically tailored for image classification, and yes—taught in plain, human English (no jargon jungle here). Whether you're brushing up your Python skills or simply curious how AI spots face masks, this course offers an insightful experience in smart automation, delivered with a professional tone and just enough character to keep you grinning as you code. Learning Outcomes: Develop a Covid mask detector using machine learning. Master OpenCV, a popular computer vision library. Build models with TensorFlow. Design and build the app, upload files, and deploy it on AWS. Gain valuable experience in machine learning app development. The Hands-on Machine Learning Project - Covid Mask Detector course is designed to provide you with the skills and knowledge needed to develop a mask detector using deep learning. In this course, you'll learn how to master OpenCV, an open-source computer vision library used for image processing and face detection. You'll also learn how to build and train a deep learning model using Tensorflow, a popular machine learning framework. The course is perfect for aspiring data scientists, machine learning engineers, and developers who want to make a positive impact on society by contributing to public health and safety efforts. By the end of this course, you'll have a deep understanding of how to develop a mask detector app that can be used to detect whether individuals are wearing masks in public spaces. You'll be able to master OpenCV and use it to preprocess and detect faces in images. You'll also learn how to build and train a deep learning model using TensorFlow and how to deploy your mask detector app on AWS. This course provides a unique opportunity for individuals to gain real-world experience in developing cutting-edge technology that can make a positive impact on society. Hands on Machine Learning Project - Covid Mask Detector Course Curriculum Section 01: Introduction Introduction to Course Section 02: Mastering OpenCV Getting System Ready Read and Write Images Resize and Crop Working with Shapes Working with Text Section 03: Pre-Requisite for Face Detection Pre-Requisite for Face Detection Detect the Face Section 04: Deep Learning with Tensorflow Introduction to Deep Learning with Tensorflow Model Building Training the Mask Detector Saving the Best Model Basic Front End Design of App File Upload Interface for App App Prep App Build and Testing AWS Deployment AWS Deployment Continued 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 developing technology to fight the pandemic. Professionals looking to upskill in the latest technology. Career path Data Scientist: £40,000 to £80,000 per year. Machine Learning Engineer: £55,000 to £90,000 per year. Artificial Intelligence Developer: £40,000 to £80,000 per year. Computer Vision Engineer: £40,000 to £80,000 per year. Deep Learning Engineer: £55,000 to £90,000 per year. Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9.

Stock markets move with more mystery than a magician’s deck of cards — but behind every dramatic rise and cryptic dip lies data, and data tells a story. This course dives straight into that narrative using deep learning techniques to forecast stock prices with logic, precision, and a pinch of technical finesse. Ideal for those ready to apply neural networks in finance-focused projects, the course simplifies complex theories without watering down their analytical power. From sequence modelling to time-series predictions using LSTM and beyond, you’ll explore how deep learning tools are being used to understand financial patterns and fluctuations. This course isn’t about abstract theory or vague strategies — it’s a focused look at how data science meets deep learning in the stock market sphere. Whether you’re a data enthusiast or an aspiring financial analyst, this course offers you the clarity and direction needed to interpret and anticipate stock price movement with greater confidence. Learning Outcomes: Build a deep learning model using RNN that can accurately predict stock prices. Preprocess data and perform exploratory data analysis. Scale features and make predictions on test data. Gain real-world experience in deep learning development. Contribute to the development of cutting-edge technology in the finance industry. The Hands-on Deep Learning Projects - Stock Price Prognostics course is designed to provide you with the skills and knowledge needed to develop a deep learning model using RNN that can accurately predict stock prices. In this course, you'll learn how to preprocess data, perform exploratory data analysis, scale features, and make predictions on test data. The course is perfect for aspiring data scientists, machine learning engineers, and developers interested in deep learning development. By the end of this course, you'll have a deep understanding of how to build a deep learning model that can revolutionise the world of finance. With hands-on experience in developing cutting-edge technology, you'll be well-equipped to start a career in deep learning and contribute to the development of cutting-edge technology in the finance industry. Hands on Deep Learning Projects - Stock price Prognostics Course Curriculum Section 01: Introduction Section 02: Installation of Tools and Libraries Section 03: Dataset Section 04: EDA Section 05: Feature Scaling Section 06: Building RNN Section 07: Prediction on Test Data Section 08: Output 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 deep learning development. Anyone interested in the field of deep learning. Professionals looking to upskill in the latest technology. Career path Data Scientist: £40,000 to £80,000 per year. Machine Learning Engineer: £55,000 to £90,000 per year. Artificial Intelligence Developer: £40,000 to £80,000 per year. Quantitative Analyst: £30,000 to £80,000 per year. Financial Data Analyst: £25,000 to £60,000 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.

Purpose built student accommodation is a type of residential property specifically built for university students by private developers. In this webinar, we delve into the intricacies of PBSA, drawing comparisons with conventional real estate. Additionally, we’ll present a model highlighting its key aspects. Join us to gain insights into this unique asset class and its modelling intricacies.

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Dive into the structured elegance of web development with our ASP.NET MVC Essential Training Course. Built around the fundamentals of the Model-View-Controller architecture, this course introduces the clean separation of concerns that developers admire and employers expect. Whether you're familiar with basic C# or just starting to explore structured programming, this course serves as your gateway to crafting dynamic, scalable, and organised web applications using Microsoft's popular framework. Without throwing in unnecessary jargon or fluff, we've designed the learning experience to be sharp, SEO-friendly, and laser-focused on what truly matters — learning ASP.NET MVC the right way. You'll navigate through routing, controllers, views, models, and data handling in a way that keeps the process refreshingly clear. The goal? To get you comfortable with MVC architecture and let you develop web applications that are not only efficient but logically sound and maintainable. This course speaks to the coder in you who prefers clean code over clutter and logic over guesswork. Learning Outcomes: Understand the fundamentals of ASP.NET MVC 5 framework Learn how to create and configure an ASP.NET MVC application Develop knowledge of Model, View, and Controller (MVC) architecture and its components Gain expertise in URL routing, views, filters, and areas Learn how to implement Ajax calls in an ASP.NET MVC application The ASP.NET MVC Essential Training bundle is a comprehensive package designed for individuals who want to learn how to develop web applications using the ASP.NET MVC framework. The course covers a range of topics, from the fundamentals of MVC architecture to advanced concepts such as URL routing and Ajax. Participants will learn how to create and configure an ASP.NET MVC application, understand the components of Model, View, and Controller (MVC), and develop expertise in views, filters, and areas. This course is ideal for anyone who is interested in web development, particularly those who want to learn how to create web applications using the ASP.NET MVC framework. It is suitable for beginners as well as individuals with some experience in web development. The course is also suitable for software developers who want to expand their skill set and gain expertise in ASP.NET MVC development. ASP.NET MVC Essential Training Course Curriculum Section 01: ASP.Net MVC 5 Section 02: Your First application Section 03: Controller Fundamentals Section 04: Model fundamentals Section 05: URL Routing Section 06: View Fundamentals Section 07: Filters Section 08: Controllers In Depth Section 09: Views In Depth Section 10: Areas Section 11: Ajax 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 web developers who want to learn ASP.NET MVC framework Web developers who want to expand their skill set and gain expertise in ASP.NET MVC development Professionals who want to build scalable and robust web applications Students who want to pursue a career in web development Anyone interested in learning the latest web development technologies Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path ASP.NET MVC Developer: £30,000 - £60,000 Web Developer: £22,000 - £45,000 Software Engineer: £25,000 - £65,000 Full Stack Developer: £28,000 - £75,000 Application Developer: £26,000 - £55,000 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.

Are you ready to dive into the lucrative world of gold trading? Our comprehensive Gold Trading Training Course is designed to equip you with the knowledge and skills to excel in this exciting market. Whether you're a beginner or an experienced trader, this course will guide you through the essential concepts and advanced strategies needed to succeed. Key Features: CPD Certified Developed by Specialist Lifetime Access In this Gold Trading Training Course, learners will start by understanding the fundamentals of gold, its history, and its value in the global market. They will then move on to the basics of trading, including key concepts and strategies. The course covers how the stock market works and its relationship to gold trading. Learners will gain insights into the specifics of trading gold, including how to analyze gold prices and market trends. Additionally, the course explores gold mining stocks, teaching learners how to evaluate and invest in these stocks effectively. By the end of the course, participants will be equipped with the knowledge and skills to trade gold confidently and understand the factors that influence gold prices and the stock market. Course Curriculum Module 01: Introduction to Gold Module 02: Basics of Trading Module 03: Stock Market Module 04: The Gold Trade Module 05: Gold Mining Stocks Learning Outcomes Understand gold's historical significance and its role in modern economies. Learn fundamental principles and strategies of trading. Gain knowledge of stock market operations and dynamics. Master techniques and strategies specific to the gold trade. Evaluate and invest in gold mining stocks effectively. Develop informed trading decisions using gold market insights. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring gold traders. Stock market enthusiasts. Investors interested in gold. Finance students. Individuals seeking trading knowledge. Career path Gold Trader Stock Market Analyst Investment Advisor Gold Mining Analyst Financial Consultant Commodities Broker Certificates Digital certificate Digital certificate - Included Will be downloadable when all lectures have been completed.

Are you ready to dive into the lucrative world of gold trading? Our comprehensive Gold Trading Training Course is designed to equip you with the knowledge and skills to excel in this exciting market. Whether you're a beginner or an experienced trader, this course will guide you through the essential concepts and advanced strategies needed to succeed. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In this Gold Trading Training Course, learners will start by understanding the fundamentals of gold, its history, and its value in the global market. They will then move on to the basics of trading, including key concepts and strategies. The course covers how the stock market works and its relationship to gold trading. Learners will gain insights into the specifics of trading gold, including how to analyze gold prices and market trends. Additionally, the course explores gold mining stocks, teaching learners how to evaluate and invest in these stocks effectively. By the end of the course, participants will be equipped with the knowledge and skills to trade gold confidently and understand the factors that influence gold prices and the stock market. Course Curriculum Module 01: Introduction to Gold Module 02: Basics of Trading Module 03: Stock Market Module 04: The Gold Trade Module 05: Gold Mining Stocks Learning Outcomes Understand gold's historical significance and its role in modern economies. Learn fundamental principles and strategies of trading. Gain knowledge of stock market operations and dynamics. Master techniques and strategies specific to the gold trade. Evaluate and invest in gold mining stocks effectively. Develop informed trading decisions using gold market insights. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring gold traders. Stock market enthusiasts. Investors interested in gold. Finance students. Individuals seeking trading knowledge. Career path Gold Trader Stock Market Analyst Investment Advisor Gold Mining Analyst Financial Consultant Commodities Broker Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Unlock the secrets of ancient and modern healing with our comprehensive massage therapy training. Imagine being able to provide unparalleled relaxation and rejuvenation, using time-honoured techniques blended with contemporary practices. Our meticulously crafted programme delves into the intricacies of the human body, from the complex interplay of tissues and organs to the vital neuromuscular systems. With our expert guidance, you will master the art of creating a tranquil, restorative experience, tailored to the unique needs of each individual. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access Equip yourself with the knowledge and tools to transform lives. Our training covers everything from the essential equipment to the most effective massage techniques. You'll learn how to execute a full body massage with precision and grace, incorporating elements of Swedish and LomiLomi methods. This journey will empower you to bring harmony and well-being to those you touch, making a profound impact on their health and happiness. Join us and become a conduit for peace and wellness, skillfully blending tradition and innovation in every session. Course Curriculum Module 01: Introduction To Massage Therapy Module 02: Tissues, Organs, & Neuromuscular Systems Module 03: Equipment Module 04: Techniques Module 05: Full Body Massage Module 06: Swedish Massage Module 07: LomiLomi Massage Learning Outcomes: Identify tissues, organs, and neuromuscular systems relevant to massage therapy. Demonstrate proficiency in using massage therapy equipment effectively. Apply various massage techniques to address specific client needs. Perform a full body massage with skill and precision. Execute Swedish massage techniques to promote relaxation and wellness. Master the art of LomiLomi massage for holistic healing experiences. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals seeking comprehensive training in massage therapy techniques. Spa and wellness enthusiasts looking to enhance their skillset. Healthcare professionals interested in expanding their holistic therapy repertoire. Fitness trainers aiming to incorporate massage therapy into client sessions. Those passionate about promoting relaxation and holistic well-being. Career path Massage Therapist Spa Therapist Wellness Centre Masseuse Sports Massage Therapist Beauty Salon Masseur Self-Employed Massage Practitioner Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.