Generative AI in Context: Foundations of Language and Vision

Generative AI in Context: Foundations of Language and Vision

This Course at a Glance

• Learn how to use AI to unlock creative and analytical possibilities
• Understand the fundamental principles behind generative models like GPT, DALL·E, and Stable Diffusion
• Gain first-hand experience interacting with powerful AI tools
• Explore the ethical considerations and future potential of Generative AI
• Study online, at home, at your own pace

Are you looking for the perfect artificial intelligence online course, UK learners? This online AI short course is your gateway to understanding and interacting with the transformative power of Generative AI. No matter if you’re researching how to learn AI from scratch or simply want to enhance your digital skills, this course provides a comprehensive yet accessible introduction to the core principles behind text, image, and multimodal generation models.

You'll explore how revolutionary models like GPT, DALL·E, and Stable Diffusion function, gaining insights into their underlying technologies. This isn't just theory; you'll gain hands-on experience and learn how to use AI tools effectively, empowering you to create text, images, and more. This artificial intelligence online course, UK learners, is designed for anyone eager to grasp the basics of this rapidly evolving field and apply it in their personal or professional life.

Getting started

learndirect is a leading UK distance learning provider, offering a wide range of online courses designed to boost your skills and career prospects. This Generative AI in Context: Foundations of Language and Vision course is a short, focused programme, ideal for individuals seeking to quickly acquire in-demand AI knowledge. It’s an excellent way to learn how to use AI for practical applications.

Modules

Unit 1: Introduction to Generative AI

Upon successful completion of this module, you will:

• Understand what Generative AI is
• Trace the history and evolution of Generative AI (GANs, VAEs, Transformers)
• Differentiate between Generative and Discriminative models
• Identify real-world applications and industries leveraging Generative AI

Unit 2: Language Models and the Power of Transformers

Upon successful completion of this module, you will:

• Define what a language model is
• Grasp concepts like word embeddings, attention, and the Transformer architecture
• Explore the evolution of the GPT series: GPT-2 to GPT-4 and beyond
• Understand text generation pipelines and their limitations

Unit 3: Prompting, Tokens & Outputs

Upon successful completion of this module, you will:

• Master prompting fundamentals (zero-shot, few-shot, chain-of-thought)
• Understand how LLMs “think” through tokenization, probabilities, and completions
• Learn prompt design best practices

Unit 4: Image Generation with GANs, Diffusion & DALL·E

Upon successful completion of this module, you will:

• Understand how image generation models work: GANs vs Diffusion
• Be introduced to DALL·E 2, Midjourney, and Stable Diffusion
• Learn prompting techniques for visual generation: text-to-image

Unit 5: Multimodal AI – Bridging Text, Image, and More

Upon successful completion of this module, you will:

• Define what multimodal AI is
• Explore models like CLIP, Flamingo, Gemini, and GPT-4 with vision
• Identify use cases for multimodal AI: visual QA, captioning, storytelling

Unit 6: Limitations, Ethics, and the Future

Upon successful completion of this module, you will:

• Understand ethical considerations in Generative AI: bias, misinformation, copyright
• Learn about deepfakes and content authenticity
• Explore the future of GenAI: agents, memory, interactivity
• Grasp responsible use guidelines and policy basics

Entry Requirements

This course is accessible to everyone keen to delve into Generative AI. There are no formal prerequisites; it's designed to be a fantastic artificial intelligence online course, UK learners, for anyone looking at how to learn AI from scratch. All you need is a basic understanding of computer literacy and an eagerness to explore new technologies.

Average completion timeframe

The flexible nature of our online learning allows you to progress at your own pace. While there's no strict deadline, most learners complete this course within a matter of weeks, dedicating a few hours each week.

Assessment requirements

After each lesson there will be a question paper, which needs to be completed and submitted for marking. This method of continual assessment ensures that we can consistently monitor your progress and can provide you with assistance throughout the duration of the course. You will receive a digital certificate (e-cert) issued by TQUK upon successful completion of the course.

Course fees

All course fees, inclusive of all payment plans including our Premium Credit Limited option, must be settled before certification can be ordered.

*You will have access to the course for 24 months.

TQUK

This course is officially endorsed by Training Qualifications UK (TQUK), a nationally recognised awarding organisation regulated by Ofqual. TQUK endorsement confirms that the course content, delivery and assessment have been rigorously reviewed for quality, consistency and relevance to industry standards. Learners can be confident that they are engaging with a professionally recognised programme that supports career development and lifelong learning.

Established in 2013, Training Qualifications UK are one of the most forward-thinking and agile Awarding Organisations in the UK. They work closely with both employers and providers to ensure learners receive qualifications that have impact in the workplace and help learners succeed in all walks of life.

In today's rapidly evolving digital landscape, understanding Generative AI is a highly sought-after skill. This course provides an ideal foundation for individuals looking to:

• Boost their digital literacy and stay ahead in the tech world.
• Enhance creativity in fields like marketing, design, and content creation.
• Improve problem-solving abilities by leveraging AI tools.
• Prepare for further study in more advanced AI or data science programmes.
• Demonstrate a proactive approach to learning new technologies to potential employers.

This course is an excellent starting point if you're asking how to learn AI from scratch and want to gain practical, relevant skills. It will equip you to confidently discuss and apply Generative AI concepts in various professional and personal contexts.

Frequently Asked Questions