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ML Steps - Coggle Diagram
ML Steps
Look at the big picture
Get the data
Data Visualization
Prepare the data for ML
Select and train ML Model
Fine tune the model
Present solution
Launch, monitor and maintain system
4.1 Separate features and labels from training set
4.2 Data cleaning
4.3 Handling attributes
4.4 Pipeline
2.1 Check data samples
2.2 Understand significance of features
2.3 Data statistics
2.4 Create test set
1.1 Frame the problem
1.2. Select a performance measure
1.3 List and check assumptions