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Time Series Forecasting with XGBoost - Use python and machine learning to predict energy consumption
2 года назад
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Time Series Forecasting with XGBoost - Use python and machine learning to predict energy consumption
In this video tutorial we walk through a time series forecasting example in python using a machine learning model XGBoost to predict energy consumption with python. We walk through this project in a kaggle notebook (linke below) that you can copy and explore while watching. Notebook used in this video: https://www.kaggle.com/code/robikscub... Timeline: 00:00 Intro 03:15 Data prep 08:24 Feature creation 12:05 Model 15:35 Feature Importance 17:33 Forecast Follow me on twitch for live coding streams: / medallionstallion_ My other videos: Speed Up Your Pandas Code: • Make Your Pandas Code Lightning Fast Speed up Pandas Code: • Make Your Pandas Code Lightning Fast Intro to Pandas video: • A Gentle Introduction to Pandas Data ... Exploratory Data Analysis Video: • Exploratory Data Analysis with Pandas... Working with Audio data in Python: • Audio Data Processing in Python Efficient Pandas Dataframes: • Speed Up Your Pandas Dataframes Youtube: https://youtube.com/@robmulla?sub_con... Discord: / discord Twitch: / medallionstallion_ Twitter: / rob_mulla Kaggle: https://www.kaggle.com/robikscube #xgboost #python #machinelearning
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