Sameer Sant
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technical
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Enefit - Predict Energy Behavior of Prosumers, part 1
technical
I completed part 1 of Jeremy Howard’s course Practical Deep Learning for Coders. To practice what I learned about modeling tabular data, I competed in a recent time series fo…
Jul 11, 2025
Sameer Sant
Enefit - Predict Energy Behavior of Prosumers, part 2
technical
In part 1, we made a first pass at modeling prosumers’ energy behavior. We added basic date features like DayofWeek, is_weekend, is_holiday, etc) and modeled both…
Jul 11, 2025
Sameer Sant
Enefit - Predict Energy Behavior of Prosumers, part 3
technical
In part 2, we modeled consumption behavior. In part 3, we’ll dig into production.
Jul 11, 2025
Sameer Sant
Enefit - Predict Energy Behavior of Prosumers, part 4
technical
In part 2 and part 3, we delved deeper into prosumers’ consumption and production behavior and carefully selected the most predictive features. In part 4, we’ll evaluate our…
Jul 11, 2025
Sameer Sant
Welcome to my blog
Welcome. It’s said that writing is thinking, so I’m starting this blog to document my learning journey in AI.
Jul 11, 2025
Sameer Sant
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