TimeSeries-APPLE-Stock-Forecast

A project from dicoding Machine Learning Intermediate Class with Time Series data

Traditional Approach

Neural Networks Approach

Dataset

• https://www.kaggle.com/datasets/varpit94/apple-stock-data-updated-till-22jun2021/data
• this is apple stock dataset
• currency is in USD
• available at daily level
• updated till 2021

Approach

• Neural Networks
• Traditional Machine Learning

Criteria

• free dataset with the minimum of 1000 sample
• must use LSTM
• validation set 20% from total dataset
• use model Sequential
• must use learning_rate on optimizer
• MAE < 10% of the data scale

Optional Criteria (5*)

• dataset minimum 10000 sample

note: this project has been executed, you only need to look