In this video I’ll show you the basics of Tim Series Analysis. I’ll cover all the libraries you need, Pandas Datetime Object, Resampling, File I/O, Plotting, Creating Moving Averages, Shifting Time Data and more. Files on GitHub : https://github.com/derekbanas/TimeSeriesAnalysis
DO YOU WANT TO MASTER DATA SCIENCE?
I have additional videos on Time Series Analysis Exclusively on Udemy along with over 49 hours of additional videos that will allow you to Master Data Science here http://bit.ly/DataScienceTut
► Time Series Visualizations : Covers Matplotlib, Seaborn and Plotly. I cover numerous ways to style charts.
► 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
The most in demand skills in the world right now are in Data Science & Machine Learning! I will teach you everything imaginable about Data Science & Machine Learning including all the math, libraries, algorithms so that rather then playing with it on an elementary level you will Master it! The journey will be hard, but those willing to put in the time and brain power will be rewarded in the end.
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