Qunfei@Data, ML and AI Architecture

Programming is all about problem solving. 

• Tip 1: Always consider the context.
  • 世界上每个事物都是互联的，总是考虑上下文语境。比如你看到独立的树在地面上，但事实上，它有着两个独立的系统，一个是树叶和空气的系统，另外一个是树根和土地的系统。我们总是其中的一部分，不管你知道或者不知道。
• Tip 2: Use rules for novices, intuition for experts.
  • 对入门者采用规则，对专家只有直觉
• Tip 3: Know what you don’t know.
  • 知道你不知道，才能扩展你不知道
• Tip 4: Learn by watching and imitating.
  • 学习只有通过观察和模仿
• Tip 5: Keep practicing in order to remain expert.
  • 只有不断的练习才能保持专业
• Tip 6: Avoid formal methods if you need creativity, intuition, or inventiveness.
  • 如果你需要创造力，直觉， 发明力， 避免传统正规的方法
• Tip 7: Learn the skill of learning.
  • 学习学习的技能，学些的技能也是需要学习的。
• Tip 8: Capture all ideas to get more of them.
  • 捕捉所有的想法是为了从他们上获得更多。
• Tip 9: Learn by synthesis as well as by analysis.
  • 学习是通过合成和分析获得的。
• Tip 10: Strive for good design; it really works better.
• Tip 11: Rewire your brain with belief and constant practice.
• Tip 12: Add sensory experience to engage more of your brain.
• Tip 13: Lead with R-mode; follow with L-mode.
• Tip 14: Use metaphor as the meeting place between L-mode and R-mode.
• Tip 15: Cultivate humor to build stronger metaphors.
• Tip 16: Step away from the keyboard to solve hard problems.
• Tip 17: Change your viewpoint to solve the problem.
• Tip 18: Watch the outliers: “rarely” doesn’t mean “never.”
• Tip 19: Be comfortable with uncertainty.
• Tip 20: Trust ink over memory; every mental read is a write.
• Tip 21: Hedge your bets with diversity.
• Tip 22: Allow for different bugs in different people.
• Tip 23: Act like you’ve evolved: breath, don’t hiss.
• Tip 24: Trust intuition, but verify.
• Tip 25: Create SMART objectives to reach your goals.
• Tip 26: Plan your investment in learning deliberately.
• Tip 27: Discover how you learn best.
• Tip 28: Form study groups to learn and teach.
• Tip 29: Read deliberately.
• Tip 30: Take notes with both R-mode and L-mode.
• Tip 31: Write on: documenting is more important than documentation.
• Tip 32: See it. Do it. Teach it.
• Tip 33: Play more in order to learn more.
• Tip 34: Learn from similarities; unlearn from differences.
• Tip 35: Explore, Invent, and apply in your environment—safely.
• Tip 36: See without judging and then act.
• Tip 37: Give yourself permission to fail; it’s the path to success.
• Tip 38: Groove your mind for success.
• Tip 39: Learn to pay attention.
• Tip 40: Make thinking time.
• Tip 41: Use a wiki to manage information and knowledge.
• Tip 42: Establish rules of engagement to manage interruptions.
• Tip 43: Send less email, and you’ll receive less email.
• Tip 44: Choose your own tempo for an email conversation.
• Tip 45: Mask interrupts to maintain focus.
• Tip 46: Use multiple monitors to avoid context switching.
• Tip 47: Optimize your personal workflow to maximize context.
• Tip 48: Grab the wheel. You can’t steer on autopilot.