| Quantity | Value | |----------|-------| | Speed of light (c) | ( 3.00 \times 10^8 , m/s ) | | Electron charge (e) | ( 1.602 \times 10^-19 , C ) | | Boltzmann’s constant (k_B) | ( 1.381 \times 10^-23 , J/K ) | | 1 inch | 25.4 mm | | 1 HP | 745.7 W | | 1 kWh | ( 3.6 \times 10^6 , J ) | | 0°C | 273.15 K |
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| Pitfall | Manifestation | Mitigation | |---------|---------------|-------------| | Confirmation bias | Seeking only supporting evidence | Assign a “devil’s advocate” | | Overfitting (models) | Excellent training, poor test performance | Use cross-validation, simplify | | Scope creep | Uncontrolled project expansion | Formal change control board | | Misinterpreting correlation | Assuming causation | Run A/B test or controlled experiment | | Unit errors | Forgetting metric/imperial, kHz vs MHz | Always include units in every calculation step | | Quantity | Value | |----------|-------| | Speed
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| Criteria (Weight 1-5) | Option A | Option B | Option C | |-----------------------|----------|----------|----------| | Cost (W=4) | 3 | 5 | 2 | | Time (W=3) | 4 | 2 | 5 | | Reliability (W=5) | 2 | 4 | 5 | | Safety (W=5) | 5 | 3 | 4 | | | (3 4+4 3+2 5+5 5 = 12+12+10+25=59) | (5 4+2 3+4 5+3 5 = 20+6+20+15=61) | (2 4+5 3+5 5+4 5 = 8+15+25+20=68) |
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