Gold TIME SERIES FORECASTING With Neural Network 💰

In this video, we are applying a simple neural network (the one we built when we first started learning about neural networks and deep learning) to forecast the high price of gold. Another thing to look forward to is to see whether holidays can give us a good forecast for gold's price. While editing this video, I realized that perhaps I should add a quarterly seasonality feature. What do you think? [UPDATE] I've put the source code and data here: https://github.com/stephanielees/goldFCN 00:00 Introduction 00:33 Definition of a neural network 06:50 Project outline 08:20 Load libraries and data 11:09 Data preprocessing 12:49 Feature engineering 1 18:18 Exploratory data analysis 23:53 Feature engineering 2 27:17 Data splitting 28:46 Training a neural network 42:02 Prediction 46:09 New model by removing the holiday feature Lastly, thank you so much for watching and please excuse for my bad English 🙏 #timeseries #forecasting #neuralnetworks #forecast #machinelearning #deeplearning #python #timeseriesanalysis #featureengineering #goldprice