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Energy Consumption - Time Series Forecasting
Mohamed Yosef
Data Scientist
ML Engineer
Python
Energy Consumption - Time Series Forecasting
Our goal in this project is to use the hourly power consumption data to predict the PJME in the future. This is done by developing a model that can be used to predict future values based on the past values of the time series.
DATA
:
The hourly energy consumption data
comes from PJM's website and are in megawatts (MW).
GitHub repo
:
mohamedyosef101/energy-time-series-forecasting
Acknowledegments
Great walk through
Time Series Forecasting with XGBoost
by Rob Mulla
Useful video explaining
what is Time Series Analysis
by IBM Technology.
➡️ If you're interested in collaborating,
send me a message on LinkedIn
.
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