Name: AIMS: Machine Learning and AI for Scientists Tutorials (MAST)
Start: 2021-12-06T12:00:00-05:00
End: 2021-12-15T14:00:00-05:00
Location: No location set

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
Wednesday 8 December 2021

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
Friday 10 December 2021

12:00 Introduction to Machine Learning
Introduction to Machine Learning
12:00 - 14:00
Saturday 11 December 2021
Sunday 12 December 2021

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
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

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