Hotel Booking Prediction Using ANN

Download Dataset: Hotel Booking Dataset

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Easy Story to Remember ANN

Think of ANN as a student preparing for an exam:

• Dataset → Textbook 📘
• Features → Chapters
• Input Layer → Student reads the chapters
• Hidden Layers → Student understands and connects concepts
• Weights → Importance given to each chapter
• Bias → Extra adjustment based on experience
• Activation Function → Decides what information is useful
• Prediction → Student answers the question
• Loss → Marks lost due to wrong answers
• Optimizer (Adam) → Teacher explains mistakes
• Backpropagation → Student corrects understanding
• Epoch → One complete revision of the entire textbook
• Batch → Reading a few pages at a time
• Accuracy → Final exam score