Predicting the Energy Usage of Household Appliances

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level
Intermediate
Subject
Data Science
Course Length
54 minutes
Subscription
Data Academy

Course Description

Analyze the energy consumed by household appliances. Explore individual features to assess whether the data is skewed and perform feature engineering to create new features. This course is part of the Data Analysis learning path – complete this path to learn how to analyze a variety of different datasets using Python.

Requirements

  • Prior knowledge of Python is assumed. Previous experience of using standard Python packages for data analysis (such as pandas, NumPy, and SciPy) will be beneficial, though is not an absolute requirement.