UdacityMLE_P3
Machine Learning Engineer Capstone Project
DESCRIPTION
In this project, I build machine learning models to predict the stock prices of DJIA companies using past stock prices from 2017 to 2020.
REQUIREMENTS
yfinance
numpy
pandas
matplotlib.dates
datetime
json
os
math
sklearn.metrics.mean_squared_error
matplotlib.pyplot
matplotlib.dates.DateFormatter
datetime
datetime.pandas
statsmodels.tsa.arima_model.ARIMA
* SageMaker modules
boto3
sagemaker
sagemaker.get_execution_role
sagemaker.amazon.amazon_estimator.get_image_uri
sagemaker.estimator.Estimator
sagemaker.tuner.IntegerParameter
sagemaker.tuner.ContinuousParameter
sagemaker.tuner.HyperparameterTuner