Nikhil Dasari, Author at Towards Data Science https://towardsdatascience.com Publish AI, ML & data-science insights to a global community of data professionals. Wed, 09 Jul 2025 19:06:26 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.1 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Nikhil Dasari, Author at Towards Data Science https://towardsdatascience.com 32 32 Time Series Forecasting Made Simple (Part 3.1): STL Decomposition https://towardsdatascience.com/time-series-forecasting-made-simple-part-3-1-stl-decomposition-understanding-initial-trend-and-seasonality-prior-to-loess-smoothing/ Wed, 09 Jul 2025 19:06:11 +0000 https://towardsdatascience.com/?p=606534 STL Decomposition excels when seasonal patterns evolve over time.

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]]> Time Series Forecasting Made Simple (Part 2): Customizing Baseline Models https://towardsdatascience.com/time-series-forecasting-made-simple-part-2-customizing-baseline-models/ Fri, 09 May 2025 19:46:49 +0000 https://towardsdatascience.com/?p=605972 From simple averages to blended strategies, this part builds a foundation for better forecasting models.

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]]> Time Series Forecasting Made Simple (Part 1): Decomposition and Baseline Models https://towardsdatascience.com/time-series-forecasting-made-simple-part-1-decomposition-baseline-models/ Wed, 09 Apr 2025 19:53:52 +0000 https://towardsdatascience.com/?p=605699 Learn the intuition behind time series decomposition, additive vs. multiplicative models and build your first forecasting baseline model using Python

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