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Time Series Forecasting with CatBoost - Python Tutorial

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Full Tutorial on the solution of Time Series Forecasting problem using the CatBoost machine learning model (Gradient Boosting) for beginners and beyond.
Predict the weather in Delhi, India using Python!
Timelines:
00:00 Intro
00:26 Imports
00:45 First glance
01:25 Preprocessing
02:50 Training
03:58 Predictions
04:35 Visualization
04:50 Feature importance
05:07 How to predict future
06:12 What's next?
06:27 Outro
#pandas #python #pythontutorial #pythonforbeginners #datascience #machinelearning #datascienceforbeginners #catboost
#gradientdescent #timeseriesanalysis #timeseries
music in intro:
Creative Commons — Attribution 3.0 Unported — CC BY 3.0
Predict the weather in Delhi, India using Python!
Timelines:
00:00 Intro
00:26 Imports
00:45 First glance
01:25 Preprocessing
02:50 Training
03:58 Predictions
04:35 Visualization
04:50 Feature importance
05:07 How to predict future
06:12 What's next?
06:27 Outro
#pandas #python #pythontutorial #pythonforbeginners #datascience #machinelearning #datascienceforbeginners #catboost
#gradientdescent #timeseriesanalysis #timeseries
music in intro:
Creative Commons — Attribution 3.0 Unported — CC BY 3.0
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