AIMS: Machine Learning and AI for Scientists Tutorials (MAST)
from
Monday, 6 December 2021 (12:00)
to
Wednesday, 15 December 2021 (14:00)
Monday, 6 December 2021
¶
12:00
Basic Python, including installation and usage
Basic Python, including installation and usage
12:00 - 14:00
Tuesday, 7 December 2021
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Wednesday, 8 December 2021
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12:00
Basic NumPy (numerical Python), including usage and best practices
Basic NumPy (numerical Python), including usage and best practices
12:00 - 14:00
Thursday, 9 December 2021
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Friday, 10 December 2021
¶
12:00
Introduction to Machine Learning
Introduction to Machine Learning
12:00 - 14:00
Saturday, 11 December 2021
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Sunday, 12 December 2021
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Monday, 13 December 2021
¶
12:00
Introduction to automatic gradient-enabled tensors using PyTorch, and your first neural networks
Introduction to automatic gradient-enabled tensors using PyTorch, and your first neural networks
12:00 - 14:00
Tuesday, 14 December 2021
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Wednesday, 15 December 2021
¶
12:00
A first use case: convolutional neural networks for image classification
A first use case: convolutional neural networks for image classification
12:00 - 14:00