10 free AI courses from Google

Google has given us 10 free courses about AI. They will teach us about generative AI, Responsible AI, Large Language Models, Image Generation, Encoder-Decoder Architecture, Attention Mechanism, Create Image Captioning Models. A lot of new things to learn.

  • 1. Introduction to Generative AI
    This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods.
  • 2. Generative AI Fundamentals
    Earn a skill badge by completing the Introduction to Generative AI, Introduction to Large Language Models and Introduction to Responsible AI courses.
  • 3. Introduction to Responsible AI
    This is an introductory-level microlearning course aimed at explaining what responsible AI is, why it’s important.
  • 4. Introduction to Large Language Models
    This is an introductory level micro-learning course that explores what large language models (LLM) are, the use cases where they can be utilized, and how you can use prompt tuning to enhance LLM performance.
  • 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.
  • 6. Encoder-Decoder Architecture
    This course gives you a synopsis of the encoder-decoder architecture, which is a powerful and prevalent machine learning architecture for sequence-to-sequence tasks such as machine translation, text summarization, and question answering.
  • 7. Attention Mechanism
    This course will introduce you to the attention mechanism, a powerful technique that allows neural networks to focus on specific parts of an input sequence. 
  • 8. Transformer Models and BERT Model
    This course introduces you to the Transformer architecture and the Bidirectional Encoder Representations from Transformers (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, such as the encoder and decoder, and how to train and evaluate your model.
  • 10. Introduction to Generative AI Studio
    This course introduces Generative AI Studio, a product on Vertex AI, that helps you prototype and customize generative AI models so you can use their capabilities in your applications.

To start this learning journey, register on the site to enroll in the courses. It’s free and painless :). My plan is to try to get through some of them, may not be using these new skills in my daily work but it is now its time to jump on this AI train. And who doesn’t like badges to put on your social profile. When I explored all the courses, it seems to be more free courses that may be interesting as well.


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