목록GenerativeAI (6)

Tech for good

[Google Cloud Skills Boost(Qwiklabs)] Introduction to Generative AI Learning Path - 9. Create Image Captioning Models

https://www.youtube.com/playlist?list=PLIivdWyY5sqIlLF9JHbyiqzZbib9pFt4x Generative AI Learning Path https://goo.gle/LearnGenAI www.youtube.com Introduction 1. Pass images to encoder 2. Extract information from the images 3. Create some feature vectors 4. Vectors are passed to the decoder 5. Build captions by generating words, one by one. Decoder It gets words one by one and makes the informatio..
IT/Cloud 2023. 9. 30. 15:31
[Google Cloud Skills Boost(Qwiklabs)] Introduction to Generative AI Learning Path - 10. Introduction to Generative AI Studio

https://www.youtube.com/playlist?list=PLIivdWyY5sqIlLF9JHbyiqzZbib9pFt4x Generative AI Learning Path https://goo.gle/LearnGenAI www.youtube.com If you are an app developer or data scientist and want to build an application, you can use Generative AI Studio to quickly prototype and customize generative AI models with no code or low code. If you are a data scientist or ML developer who wants to bu..
IT/Cloud 2023. 9. 9. 22:23
[Google Cloud Skills Boost(Qwiklabs)] Introduction to Generative AI Learning Path - 8. Transformer Models and BERT Model

https://www.youtube.com/playlist?list=PLIivdWyY5sqIlLF9JHbyiqzZbib9pFt4x Generative AI Learning Path https://goo.gle/LearnGenAI www.youtube.com RNN/LSTM -> Sequence-to-sequence model i.e. Translation, Text classification Although all the models before Transformers were able to represent words as vectors, these vectors did not contain the context. And the usage of words changes based on the conte..
IT/Cloud 2023. 9. 9. 20:32
[Google Cloud Skills Boost(Qwiklabs)] Introduction to Generative AI Learning Path - 7. Attention Mechanism

https://www.youtube.com/playlist?list=PLIivdWyY5sqIlLF9JHbyiqzZbib9pFt4x Generative AI Learning Path https://goo.gle/LearnGenAI www.youtube.com Attention mechanism is behind all the transformer models and which is core to the LLM models. Encoder-Decoder is a popular model that is used to translate sentences. The encoder-decoder takes one word at a time and translates it at each time step. Howeve..
IT/Cloud 2023. 9. 9. 15:51
[Google Cloud Skills Boost(Qwiklabs)] Introduction to Generative AI Learning Path - 6. Encoder-Decoder Architecture

https://www.youtube.com/playlist?list=PLIivdWyY5sqIlLF9JHbyiqzZbib9pFt4x Generative AI Learning Path https://goo.gle/LearnGenAI www.youtube.com Encoding stage It produces a vector representation of the input sentence. Decoding stage It creates the sequence output. Both the encoder and the decoder can be implemented with different internal architectures. The internal mechanism can be a recurrent ..
IT/Cloud 2023. 9. 8. 00:58
[Google Cloud Skills Boost(Qwiklabs)] Introduction to Generative AI Learning Path - 3. Introduction to Responsible AI

https://www.youtube.com/playlist?list=PLIivdWyY5sqIlLF9JHbyiqzZbib9pFt4x Generative AI Learning Path https://goo.gle/LearnGenAI www.youtube.com Google will not design or deploy AI in these four application areas:
IT/Cloud 2023. 8. 28. 01:08
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