This lesson is still being designed and assembled (Pre-Alpha version)

Time Series Analysis of Solar Power Generation Data

FIXME: home page introduction

Prerequisites

FIXME

Learning Objectives

After following this lesson, learners will be able to:

  • describe general programming concepts and their relation to algorithmic thinking
  • recognize the application of algorithmic thinking to time series analysis
  • build an analytic pipeline in Python to batch process and perform a time series analysis of solar power generation data

Schedule

Setup Download files required for the lesson
00:00 1. Introduction Key question (FIXME)
00:00 2. Reading Data Files with Python How can we manipulate tabular data files in Python?
01:05 3. Navigating Tabular Data with PANDAS How can we investigate the structure of large datasets?
01:50 4. Subsetting Dataframes with PANDAS How can we filter and subset data in Python?
02:35 Finish

The actual schedule may vary slightly depending on the topics and exercises chosen by the instructor.