Time Series analysis is a standard machine learning problem. We'll perform Time Series Analysis in R. It is a hands-on project where we will use time-series energy data. We will understand how techniques such as time-based indexing, resampling, and rolling window can help us explore electricity demand variations and renewable energy supply over time.
Time Series analysis is a standard machine learning problem. In this video, we'll perform Time Series Analysis in R. It is a hands-on project where we will use time-series energy data. We will understand how techniques such as time-based indexing, resampling, and rolling window can help us explore electricity demand variations and renewable energy supply over time. Let's get started.
A data scientist/analyst in the making needs to format and clean data before being able to perform any kind of exploratory data analysis.
Learn the essential concepts in data science and understand the important packages in R for data science. You will look at some of the widely used data science algorithms such as Linear regression, logistic regression, decision trees, random forest, including time-series analysis. Finally, you will get an idea about the Salary structure, Skills, Jobs, and resume of a data scientist.
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