Google Cloud just released 10 FREE courses to master Generative AI.
𝟏. 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈
This is an introductory-level micro-learning course aimed at explaining what Generative AI is, how it is used and how it differs from traditional machine-learning methods.
𝟐. 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐋𝐚𝐫𝐠𝐞 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬
This is an introductory-level microlearning course that explores what large language models (LLM) are, the use cases where they can be utilised and how you can use prompt tuning to enhance LLM performance.
𝟑. 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐑𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐥𝐞 𝐀𝐈
This is an introductory-level microlearning course aimed at explaining what responsible AI is, why it’s important and how Google implements responsible AI in its products. It also introduces Google’s 7 AI principles
𝟒. 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐅𝐮𝐧𝐝𝐚𝐦𝐞𝐧𝐭𝐚𝐥𝐬
Earn a skill badge by completing the Introduction to Generative AI, Introduction to LLM and Introduction to Responsible AI courses.
𝟓. 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐈𝐦𝐚𝐠𝐞 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧
This course introduces diffusion models, a family of machine learning models that recently showed promise in the image generation space. Diffusion models draw inspiration from physics, specifically thermodynamics.
𝟔. 𝐄𝐧𝐜𝐨𝐝𝐞𝐫-𝐃𝐞𝐜𝐨𝐝𝐞𝐫 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞
Learn about the main components of the encoder-decoder architecture and how to train and serve these models.
𝟕. 𝐀𝐭𝐭𝐞𝐧𝐭𝐢𝐨𝐧 𝐌𝐞𝐜𝐡𝐚𝐧𝐢𝐬𝐦
You will learn how attention works and how it can be used to improve the performance of a variety of machine-learning tasks, including machine translation, text summarisation and question-answering.
𝟖. 𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐞𝐫 𝐌𝐨𝐝𝐞𝐥𝐬 𝐚𝐧𝐝 𝐁𝐄𝐑𝐓 𝐌𝐨𝐝𝐞𝐥
You learn about the main components of the Transformer architecture, such as the self-attention mechanism and how it is used to build the BERT model.
𝟗. 𝐂𝐫𝐞𝐚𝐭𝐞 𝐈𝐦𝐚𝐠𝐞 𝐂𝐚𝐩𝐭𝐢𝐨𝐧𝐢𝐧𝐠 𝐌𝐨𝐝𝐞𝐥𝐬
This course teaches you how to create an image captioning model by using deep learning. You learn about the different components of an image captioning model and how to train and evaluate your model.
𝟏𝟎. 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐨 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐒𝐭𝐮𝐝𝐢𝐨
In this course, you learn what Generative AI Studio is, its features and options and how to use it by walking through demos of the product. In the end, you will have a quiz to test your knowledge.
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