XTC-606 - Google DeepMind: AI Research Foundations
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Course Description
Google DeepMinds AI Research Foundations is a practical, purpose-built AI curriculum to empower skills for high-impact AI research. This technical, university-level curriculum deepens understanding of transformers, and how to responsibly build and fine-tune modern language models through practical activities. Dissect the curriculum, run Keras labs, and debate the ethical implications of the models we build. This learning path explores simple N-grams to training Transformer model. Deepen your understanding of the AI technologies behind language models like Google Gemini, and will teach you how to build and fine-tune modern language models from the ground up Free access to skills.google is provided as well as any required tools and software. Review NotebookLM as a learning platform. Module topics include: 1) build your own small language model, 2) train a small language model, 3) represent your language date 4) design and train neural networks, 5) discover transformer architecture, 6) fine-tune your model and 7) accelerate your model. Prerequisites: basic Python knowledge and a curiosity about how machines think.Loading...
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