AI Robotics Lab 2024 Hands-on

About

This is the repository of hands-on practice in NCKU-NITKC AI Robotics Lab in 2024.

Week01 9/12
- Introduction to the joint course
- Team-up & Ice-breaking
- Introduction to JetBot
- Setup JetBot [instruction] [video]
- Check JetBot hardware [video]
- If you find any problems in your JetBot, please report them to the instructors by 9/19.
Week02 9/19
- Team Presentation
- Introduction to Python 1 [Colab]
- Introduction to Python 2 [Colab]
Week03 9/26
- Introduction to AI and Deep Learning
- Introduction to PyTorch [Colab]
- Simple SGD Example with PyTorch [Colab]
Week04 10/3
- Simple MLP Model with Iris Dataset [Colab]
Week05 10/17
- Convolutional Neural Network with CIFAR10 Dataset [Colab]
Week06 10/23
- Practical Techniques for Training CNN [Colab]

Name		Name	Last commit message	Last commit date
Latest commit History 33 Commits
imgs		imgs
Introduction_of_Numpy_Matplotlib_Pandas.ipynb		Introduction_of_Numpy_Matplotlib_Pandas.ipynb
Introduction_to_Python.ipynb		Introduction_to_Python.ipynb
README.md		README.md
Week01_Jetbot_Software_Setup.md		Week01_Jetbot_Software_Setup.md
Week03_Introduction_to_PyTorch.ipynb		Week03_Introduction_to_PyTorch.ipynb
Week03_Simple_SGD_Example__with_PyTorch.ipynb		Week03_Simple_SGD_Example__with_PyTorch.ipynb
Week04_Simple_MLP_Model_with_the_Iris_Dataset.ipynb		Week04_Simple_MLP_Model_with_the_Iris_Dataset.ipynb
Week05_Convolutional_Neural_Network_with_CIFAR10_Dataset.ipynb		Week05_Convolutional_Neural_Network_with_CIFAR10_Dataset.ipynb
Week06_Practical_Techniques_for_Training_CNN.ipynb		Week06_Practical_Techniques_for_Training_CNN.ipynb