Name		Name	Last commit message	Last commit date
parent directory ..
Hands-on-Labs		Hands-on-Labs
M1.1 Introduction to the course.pdf		M1.1 Introduction to the course.pdf
M1.2 Machine Learning for Financial Time Series Prediction.pdf		M1.2 Machine Learning for Financial Time Series Prediction.pdf
M1.3 Review on Deep Learning.pdf		M1.3 Review on Deep Learning.pdf
M1.4 Convolutional Neural Network.pdf		M1.4 Convolutional Neural Network.pdf
README.md		README.md

README.md

Module1. Deep Learning Revisiting

Understand the problems with financial time series predictions and advantages/disadvantages of machine learning
Learn how to implement FNN, CNN model using Tensorflow Keras API on Google Colab
Learn how to use Google Colaboratory

M1.1 Introduction
- [PPT] Introduction to the Course
- [Video] Stock Price Prediction | AI in Finance (24 min)
M1.2 Machine Learning for Financial Time Series Prediction
- [PPT] Machine Learning for Financial Time Series Prediction
M1.3 Introduction to Deep Learning with Google Colab (Will Be Updated at Nov)
- [Video] Introduction to Deep Learning (20min) [Code]
- [PPT] Review on Deep Learning
M1.4 Convolutional Neural Networks
- [Video] Loading in Your Own Data (18min)
- [Video] Convolutional Neural Networks (18min)
- [Hands-on-Labs] Convolutional Neural Networks [Code] [Data]
M1.5 Exercise on Convolutional Neural Networks
- [Assignment] Simple 1D Convolution for Time Series Prediction [Problem] [Solution]
M1.6 Assignment
M1.7 Slack Discussion