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The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
MIT License
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Gssoc'23 : Store Sales - Time Series Forecasting #791

Open kriti1623 opened 10 months ago

kriti1623 commented 10 months ago

Is your feature request related to a problem? Please describe.

I will use time-series forecasting to forecast store sales on data from Corporación Favorita, a large Ecuadorian-based grocery retailer.

Describe the solution you'd like

the steps to tackle this problem. 1 . data exploration .

  1. feature engineering : since the data time series readings, we can extract meaningful features from the sensor data to represent the seismic activity.
  2. data preprocessing
  3. Linear Regression (for model training )
  4. train and validation of model.
  5. Evaluation on test data .

Describe alternatives you've considered

No response

Additional context

@khusheekapoor please assing me this issue . and please give it the label of GSSOC'23 with appropriate level

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