Time Series Analysis Visualizations

Time Series Analysis Visualizations

Channel:
United States Derek Banas
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1,340,000
Published on ● Video Link: https://www.youtube.com/watch?v=6Ksw5ahbqR8


Duration: 29:07
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In this video I'll cover Time Series Visualizations available using Matplotlib, Seaborn and Plotly. I'll cover numerous ways to style charts. Files on GitHub : https://github.com/derekbanas/TimeSeriesAnalysis

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► Time Series Analysis with StatsModels : I focus on Trends, Error Trend Seasonality Decomposition and Exponential Weighted Moving Averages. I also cover pulling data based on date ranges, rolling mean, smoothing results, built-in datasets, creating and indexing datetimes and much more
► Time Series Analysis Holts-Winter : I cover moving averages, weighted moving averages, single exponential smoothing, double exponential smoothing, triple exponential smoothing and how all of the formulas work with a ton of examples

Datasets Mentioned : https://vincentarelbundock.github.io/Rdatasets/datasets.html

#Python #DataScience #TimeSeriesAnalysis

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