Python, Programming, Data Science, Artificial Intelligence, Machine Learning.
# Step 3: Rename columns data.rename(columns={'old_name': 'new_name'}, inplace=True) logging.info("Renamed column 'old_name' to 'new_name'") # Step 4: Filter data filtered_data = data[data['column'] > 10] logging.info(f"Filtered data: {len(filtered_data)} rows remaining") # Save the transformed