Welcome to the Materials+ML Workshop¶
Day 0 Agenda:¶
- Introductions
- The workshop Online Book
- Installing Python and Jupyter Notebook
- Working with Jupyter Notebooks
- Tutorial of Python Basics
Introductions¶
About This Workshop¶
Tentative Workshop Schedule:¶
| Session | Date | Content |
|---|---|---|
| Day 0 | 06/16/2023 (2:30-3:30 PM) | Introduction, Setting up your Python Notebook |
| Day 1 | 06/19/2023 (2:30-3:30 PM) | Python Data Types |
| Day 2 | 06/20/2023 (2:30-3:30 PM) | Python Functions and Classes |
| Day 3 | 06/21/2023 (2:30-3:30 PM) | Scientific Computing with Numpy and Scipy |
| Day 4 | 06/22/2023 (2:30-3:30 PM) | Data Manipulation and Visualization |
| Day 5 | 06/23/2023 (2:30-3:30 PM) | Materials Science Packages |
| Day 6 | 06/26/2023 (2:30-3:30 PM) | Introduction to ML, Supervised Learning |
| Day 7 | 06/27/2023 (2:30-3:30 PM) | Regression Models |
| Day 8 | 06/28/2023 (2:30-3:30 PM) | Unsupervised Learning |
| Day 9 | 06/29/2023 (2:30-3:30 PM) | Neural Networks |
| Day 10 | 06/30/2023 (2:30-3:30 PM) | Advanced Applications in Materials Science |
About Python¶
About Jupyter Notebook¶
Installing Python and Jupyter Notebook¶
- Install Jupyter Notebook via pip:
pip install --upgrade jupyter
- Install other dependencies (from a requirements.txt file):
pip install -r requirements.txt
Python Basics¶
In [5]:
print('Hello World!')
Hello World!
Recommended Weekend Reading:¶
- Getting Started with Python
- Python Data Types
If possible, try to do the exercises.
Bring your questions to our next meeting on Monday.
In [ ]: