5 Tips for Getting Started with Time Series Analysis
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As a machine learning engineer or a data scientist, you’ll likely need to work with time series data. Time series analysis focuses on data indexed by time, such as stock prices, temperature, and the like.
If you’re already comfortable with machine learning fundamentals but new to time series, this guide will provide you with five actionable tips to get started.
These tips will help you understand the aspects of time series data, preprocess it effectively, decompose the data into its core components, engineer meaningful features, and apply key algorithms for accurate analysis and forecasting.