Data mining, machine learning, and deep learning sample code (all google colab example need SJSU google account to view).
- Python tutorial code: Python_tutorial.ipynb--colablink
- Python NumPy tutorial code: Python NumPy tutorial--colablink
- Data Mining introduction code:
- Data Mining based on Google BigQuery:
- Google BigQuery with Colab/Jupyter introduction BigQuery-intro.ipynb -- colablink
- COVID Data EDA and Visualization based on Google BigQuery Bigquery-COVID.ipynb -- colablink
- Machine Learning introduction: MLIntro-regression.ipynb, MLIntro2-classification.ipynb
- Tensorflow introduction code: CMPE-Tensorflow1.ipynb
- Tensorflow image classification sample: Tensorflow-Roadsignclassification.ipynb
- Pytorch introduction code: CMPE-pytorch1.ipynb
- Pytorch image classification sample: CMPE-pytorch2.ipynb