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