The Art of Doing Science and Engineering

Richard Hamming's course-based book teaches a "style of thinking" necessary for success in evolving technical landscapes, focusing on patterns of thought rather than facts that inevitably become outdated. The book emphasizes understanding intellectual underpinnings rather than surface results, enabling better knowledge transfer between fields. Published in 1996 shortly before his death, it advocates for a holistic, interdisciplinary approach while acknowledging the limitations of specialized knowledge.

10 sections ยท 40 lessons

Course outline

Learning Foundations

  1. Learning to Learn
  2. Preparation Over Memorization
  3. Fundamentals Over Facts
  4. Learning Foundations

Strategic Direction

  1. Vision Multiplies Success
  2. Applying Vision Strategically
  3. Choosing Important Problems
  4. What Makes Problems Important
  5. Strategic Direction

Sustained Excellence

  1. Luck Favors Preparation
  2. Expanding Luck Surface
  3. Compounding Effort
  4. Drive Needs Strategy
  5. Sustained Excellence

Collaboration and Communication

  1. Open Door Principle
  2. Focus and Openness
  3. Communication Multiplies Impact
  4. Audience-Centered Communication
  5. Collaboration and Communication

Innovation Mindsets

  1. Courage for Excellence
  2. Building Courage
  3. Reframe Problems
  4. Creativity as Skill
  5. Practice Creative Thinking
  6. Innovation Mindsets

Avoiding Pitfalls

  1. Expert Blindness
  2. Flexible Expertise
  3. Systems Over Components
  4. System Interactions Matter
  5. Avoiding Pitfalls

Technical Foundations

  1. Digital Revolution
  2. Digital Encoding
  3. Error-Correcting Codes
  4. Coding Mathematics
  5. Simulation for Insight
  6. Simple Models Matter
  7. Technical Foundations

Limits and Constraints

  1. AI Limits
  2. Pattern vs. Understanding
  3. Unreliable Data Strategies
  4. Robust Design Principles
  5. Limits and Constraints

Measurement and Impact

  1. You Get What You Measure
  2. Metric Audit and Management
  3. Measurement and Impact

Long-Term Excellence

  1. Periodic Career Renewal
  2. Leverage Strengths
  3. Synergistic Excellence
  4. Excellence is Choice
  5. Long-Term Excellence

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