AMAZON STOCK PRICE: VISUALIZATION, FORECASTING, AND PREDICTION USING MACHINE LEARNING WITH PYTHON GUI

Amazon is an American multinational technology company that is known for its e-commerce, cloud computing, digital stream

361 94 21MB

English Pages 355 Year 2023

Report DMCA / Copyright

DOWNLOAD FILE

AMAZON STOCK PRICE: VISUALIZATION, FORECASTING, AND PREDICTION USING MACHINE LEARNING WITH PYTHON GUI

Table of contents :
FEATURES AND TECHNICAL INDICATORS ANALYSIS

DESCRIPTION

READING DATASET AND CHECKING NULL VALUES

CHECKING CORRELATION

EXTRACTING TIME-RELATED FEATURES

VISUALIZING TIME-RELATED FEATURES

VISUALIZING SCATTER DISTRIBUTION

VISUALIZING GROUPED DATAFRAME

STATISTICAL DESCRIPTION AND CATEGORIZED FEATURES HISTOGRAM

ANALYZING YEAR-WISE DATA

ANALYZING MONTH-WISE DATA

COMPUTING TECHNICAL INDICATORS

SOURCE CODE







REGRESSION USING MACHINE LEARNING

FORECASTING ON ADJ CLOSE VALUE USING MACHINE LEARNING

FORECASTING USING LINEAR REGRESSION

FORECASTING USING RANDOM FOREST REGRESSION

FORECASTING USING DECISION TREE REGRESSION

FORECASTING USING K-NEAREST NEIGHBOURS (KNN) REGRESSION

FORECASTING USING ADABOOST REGRESSION

FORECASTING USING GRADIENT

Polecaj historie