Detailed Time Series Analysis of a Single Stock
Data Preparation and Exploration: Clean and preprocess historical price data.
Conduct exploratory analysis to document initial observations.
Time Series Decomposition: Apply decomposition techniques to identify trends, seasonality, and residuals.
Stationarity and Testing: Test for stationarity and apply necessary transformations.
Forecasting Model Development: Build and validate forecasting models, explaining your choices, parameter tuning, and validation approach.
Insightful Reporting: Create a detailed report of your analysis, findings, and forecasts.
and Submiting Instruction too.
