6 step to created AI model by CRISP-DM modeling approach 📚📚 1. Business Understanding : defining business objectives, clarify the queries related to core business objectives. 2. Data understanding : about historical data. 3. Data preparation : raise quality data to level required for machine learning algorithms could be process it. 4. Modeling : selecting a modeling technique or algorithm 5. Evaluation : assessing the accuracy. 6. Deployment : strategy for the training model in the live environment to work on new data. The models are monitored for accuracy. CRISP-DM (cross-industry standard process for data mining)
Think big, start small, move fast.