Google's Generative AI Course List
From seasoned pros to beginners – Google’s Generative AI courses cater to all skill levels and don’t require any prior knowledge.
Through an engaging blend of videos, articles, interactive labs, and quizzes, you'll immerse yourself in the captivating world of Generative AI and receive badges to showcase your newfound expertise.
- Introduction to Generative AI: In this 45-minute beginner course, you’ll get an introduction to what Generative AI is all about, how it's shaking up the game, and how you can leverage Google Tools to craft your own Gen AI apps.
- Introduction to Large Language Models: Dive into the world of large language models (LLM) – think GPT-3 and beyond. Discover their real-world applications and unlock the secrets of prompt tuning to supercharge LLM performance.
- Introduction to Responsible AI: Ethics in AI matter, and Google’s Generative AI course has got your back. Learn why responsible AI is crucial, how to squash bias and the art of deploying AI technologies with integrity.
- Generative AI Fundamentals: Earn your stripes with a skill badge by mastering the essentials of Generative AI. Blend insights from the introductory courses and showcase your know-how in a final quiz.
- Introduction to Image Generation: Get ready to unleash your creativity with diffusion models, the foundation of cutting-edge image generation tools on Google Cloud. Learn the theory, training, and deployment on Vertex AI and take your image generation game to new heights.
- Encoder-Decoder Architecture: Crack the code on sequence-to-sequence tasks and how encoder-decoder architecture works. Discover how to train and deploy these models and code a basic TensorFlow implementation to generate poetry from scratch.
- Attention Mechanism: This course will introduce you to the attention mechanism, the magic behind neural networks' laser focus. Explore how attention can turbocharge machine-learning tasks including machine translation, text summarisation, and question-answering.
- Transformer Models and BERT Model: Understand the basics of Transformer architecture and the Bidirectional Encoder Representations from Transformers (BERT) model. Delve into the nitty-gritty of self-attention mechanisms and unlock the potential of BERT across text classification, question answering, and more.
- Create Image Captioning Models: Ready to breathe life into your images? Learn the ropes of building image captioning models through deep learning. From encoder to decoder, you'll be crafting captivating captions like a pro.
- Introduction to Generative AI Studio: Step into the future with Generative AI Studio on Vertex AI. Explore how to prototype and tailor generative AI models to integrate their capabilities into your applications, follow step-by-step demos, and cap it off with a quiz to flex your newfound skills.
What you’ll learn in a Generative AI course
From streamlining workflows to enhancing your creativity, Google's Generative AI courses offer a holistic learning experience essential for anyone looking to explore the limitless potential of AI.
Here’s what you can expect.
1. Using Large Language Models
In a world buzzing with the likes of GPT-3, understanding large language models is crucial. Google's courses not only demystify these models but also showcase their practical applications – from crafting human-like text to powering chatbots.
2. Creative Content Generation
Generative AI isn't confined to text; it's a powerhouse for creating visual content too. Google's courses delve into image-generation techniques, equipping learners with the skills to unleash their creativity in images, videos, and more.
3. Ethics and Responsibility in AI
Ethical AI isn't just a buzzword – it's a necessity. Google's courses shed light on ethical considerations, bias reduction, and responsible AI deployment. They underscore the importance of ethical AI practices in shaping a better future.
4. Practical Application
Theory meets practice in Google's courses as learners get hands-on experience in building image captioning models. These practical skills are invaluable for those venturing into AI development and computer vision.
5. Google Cloud Platform Integration
Looking to take your Generative AI projects to the next level? Google Cloud Platform (GCP) is your go-to tool. These courses demonstrate how to leverage GCP's capabilities for deploying and launching Generative AI applications, opening up a world of possibilities.
Who Can Benefit? Hint: Everyone!
As AI continues to transform industries and drive innovation, upskilling is a strategic move for anyone looking to stay ahead in their career and make an impact.
Expansive Career Opportunities
With the rapid growth of generative AI, skilled individuals will discover a plethora of job prospects across diverse industries.
From healthcare to entertainment and beyond, the demand for generative AI expertise is on the rise, offering promising career paths for aspiring professionals.
Entrepreneurial Ventures
Equipped with a deep understanding of generative AI, entrepreneurs have the opportunity to embark on groundbreaking projects.
By leveraging generative AI technology, entrepreneurs can innovate and develop products and services that push the boundaries of what's possible, paving the way for transformative ventures in the market.
Solving Complex Societal Issues
Generative AI holds immense potential to address intricate societal challenges. By delving into the intricacies of generative AI, individuals can harness its power to tackle pressing issues and drive positive change in the world.
Whether it's enhancing healthcare solutions, revolutionising entertainment experiences, or addressing environmental concerns, generative AI offers innovative avenues for problem-solving and societal impact.
Ready to dive in?
To get started, enrol in one of Google's free courses mentioned above.
Start with the beginner courses to build a solid foundation, then move on to more advanced topics and projects.
Conclusion
Generative AI isn't just a buzzword – it's a game-changer poised to reshape our world. Google's commitment to democratising access to this technology speaks volumes about its significance.
Here at Indago, we’re committed to helping our clients harness the power of AI through professional training and a cutting-edge suite of cloud services.
Written by
Tahlia Reynolds
