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...
Weather data Scraping
How to mimick human behavior with a fake user agent header, a random timer in order not to be flagged as a bot
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.