Naveen ML Questions

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Online reference and Resources

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https://kozodoi.me/

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https://allcode.com/top-aws-services/

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Data splitting advantages and disadvantages

URL: https://towardsdatascience.com/data-splitting-technique-to-fit-any-machine-learning-model-c0d7f3f1c790

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Time series data

URL : https://www.influxdata.com/what-is-time-series-data/

• It is a collection of observations obtained through repeated measurements over time.
• Plots the points on a graph, and one of your axes would always be time.
• Time series data is everywhere, since time is a constituent of everything that is observable.

  Examples of Time series analysis:

• Electrical activity in the brain
• Rainfall measurement
• Stock prices
• Number of sunspots
• Annual retail sales
• Monthly subscribers
• Heartbeat per minutes

Time series data can be classified into two types:

• Measurements gathered at regular time intervals(metrics)
• Measurements gathered at irregular time intervals(events)