Machine-Learning-Algorithms

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

Weekly Syllabus

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

Resources

• https://www.tensorflow.org/tutorials/customization/custom_training_walkthrough
• Installing Docker:
• Setting up Docker for TensorFlow: https://www.tensorflow.org/install/docker
• Google Colab:

Python Resources

• TutorialsPoint: https://www.tutorialspoint.com/python/index.htm

Python Class Objects

• https://www.tutorialspoint.com/python/python_classes_objects.htm

• https://www.tutorialspoint.com/python/python_classes_objects.htm

• https://www.tutorialspoint.com/python/python_classes_objects.htm

Other Machine Learning

• https://github.com/firmai/financial-machine-learning