shehabsayed/weekly-sales-and-predictions

Team members:

Shehab Sayed (Me)(Contact : https://www.linkedin.com/in/shehab-sayed-481249249/)

Amr Jamal (Contact : https://www.linkedin.com/in/amr-jamal-30467a26a/)

Meral Mostafa (Contact : https://www.linkedin.com/in/meral-mostafa-3b8a972b5/)

Doha Sami (Contact : https://www.linkedin.com/in/doha-sami-9603b2288/)

• Conducting an exploratory analysis of the data and creating visual representations.

• Handling Date time values.

• Merging three datasets.

• Selecting features based on their correlation with the target variable (heatmap and pair plot).

• Splitting the data into training and testing datasets.

• Standardization and Normalization.

• Implementing regression models.

• Choosing the best model.