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The Current State of AI in Marketing 2024
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April 14, 2024
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Artificial Intelligence
Generative AI: A Beginner’s Guide Intro What’s Generative AI? Text Images — Video — Audio Why now? What are the issues in NLP space Limitation of RNN and LSTM models Transformation Brought by Transformers Application of Transformers in Multiple Modalities A Basic Introduction to Transformers 1. Tokenisation: (Input and Output) 2. Attention 3. Encoder Decoder Transformers Models in the present day How do I take advantage of these models? Evaluation of LLM How are these models trained? Constructing Applications Basics of Prompt Engineering Plugins and Augmentation High quality Tuning References
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June 17, 2023
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Artificial Intelligence
Generative AI: A Beginner’s Guide Intro What’s Generative AI? Text Images — Video — Audio Why now? What are the issues in NLP space Limitation of RNN and LSTM models Transformation Brought by Transformers Application of Transformers in Multiple Modalities A Basic Introduction to Transformers 1. Tokenisation: (Input and Output) 2. Attention 3. Encoder Decoder Transformers Models in the present day How do I exploit these models? Evaluation of LLM How are these models trained? Constructing Applications Basics of Prompt Engineering Plugins and Augmentation Nice Tuning References
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June 16, 2023
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Artificial Intelligence
Why is it so difficult to successfully get AI technologies adopted into clinical care? The present state of machine learning in healthcare The research by Sendak et al. The “translational path” The major obstacles In brief References
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April 2, 2023
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Artificial Intelligence
DCA Plus: a machine-learning-powered risk averaging strategy Introducing the mission for DCA+ Standard DCA DCA Plus: the present state Results The ultimate product and the user experience Topping up DCA Plus: the longer term
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March 23, 2023
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Artificial Intelligence
Featured AI2er: Bhavana Dalvi What put you on the trail to your current role? What’s essentially the most exciting challenge that has happened together with your work at AI2 recently? What are you looking forward to together with your work in the approaching months? What’s one piece of recommendation you’d give an aspiring research scientist? What do you concentrate on essentially the most underrated activity or place in Seattle? What recent hobbies or activities have you ever tried in the course of the pandemic?
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March 5, 2023
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