Gold TIME SERIES FORECASTING With Neural Network π°
1,849
Published 2024-01-27
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: 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 π
#timeseries #forecasting #neuralnetworks #forecast #machinelearning #deeplearning #python #timeseriesanalysis #featureengineering #goldprice