Page 36 - AI & Machine Learning for Beginners: A Guided Workbook
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Recipe Analogy – The Final Dish
Remember our recipe analogy?
• Ingredients = Data (raw information).
• Instructions = Algorithm (step-by-step learning process).
• The Baked Cake = Model (the finished product that can
"predict" what a cake should be like based on past recipes).
What Can a Model Do?
Predict Customer Behavior → Estimate how likely someone is
to purchase a product based on browsing history.
Classify Emails as Spam or Not Spam → Recognizing patterns
in text and sender information.
Recognize Objects in Images → Identifying faces, animals, or
everyday objects with computer vision.
Once trained, a model can continuously improve as it processes
more data, making AI systems smarter over time.
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