Solar energy generation 2/3 - exploratory data analysis
In this 2nd part, let’s analyze the data for a country of each cluster : statisticals insights, what a typical day/year look like ?
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Historical consumption regression for electricity supply pricing - part 1/2
This is an old challenge by the E.N.S. After an exploratory data analysis to understand how data is structured, i’ll use various ML models including deep lea...
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Historical consumption regression for electricity supply pricing - part 2/2
This is the 2nd part of a data science challenge organized by the E.N.S, i’ve used various ML models including deep learning : RNN (espacially GRU)
Solar energy generation 1/3 - clustering countries & regions
In this 1st part, we’re going to make clusters of european countries with similar solar generation capacities.