wget https://labs-fannie-data.s3.amazonaws.com/Acquisition/Acquisition_2000Q1.txt
wget https://labs-fannie-data.s3.amazonaws.com/Acquisition/Performance_2000Q1.txt
This repository contains a collection of scripts and Jupyter notebooks around aspects of machine learning.
- 01-Data Loading
- 02-Data Analysis
- 03-Feature Creation and Selection
- 04-Model Creation
- 05-Model Testing
| Week | Short Description |
|---|---|
| 01 | Introduction, Technology Background, Introduction to Neural Networks Pt. 01 |
| 02 | Introduction to Neural Networks Pt. 02 |
| 03 | |
| 04 | |
| 05 | |
| 06 | |
| 07 | Midterm |
| 08 | |
| 09 | |
| 10 | |
| 11 | |
| 12 | Reinforcement Learning Pt 01 |
| 13 | Reinforcement Learning Pt 02 |
| 14 | Review for Final |
- https://www.tensorflow.org/tutorials/customization/custom_training_walkthrough
- Installing Docker:
- Setting up Docker for TensorFlow: https://www.tensorflow.org/install/docker
- Google Colab:
- TutorialsPoint: https://www.tutorialspoint.com/python/index.htm