@dr.mumarkhan: Stop guessing which model to use. Start with your problem: • Two-Class Classification → Yes/No outcomes • Multi-Class Classification → 3+ categories • Regression → Predicting a number • Clustering → Finding natural groupings • Anomaly Detection → Spotting what doesn't fit The Logic: Start with the problem, not the algorithm. Follow your data's nature down a clear path. No one-size-fits-all solution. What problem type do you work with most? 👇 Deeper look on YouTube: https://youtu.be/ViwN8inE9lY?si=NnFGJNa9qa70ptUw #MachineLearning #AIEngineering #AlgorithmSelection #DataScience #Classification

Dr. M. Umar Khan

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Wednesday 05 August 2026 13:21:15 GMT