Overfitting - Deepstash
How To Start a Running Habit

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Importance of rest and recovery

How To Start a Running Habit

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Overfitting

Too much information, options, and research are harmful.

There is wisdom in deliberately thinking less and settling for second-best solutions.

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Sorting

Sorting

Sorting is one of the most fundamental problems that computers are solving for us

  • Bubble sort + Insertion sort: when you put the book in alphabetically against a shelf of books, there is a billion different permutations and options
  • Mergesort: when you compare two sets against e...

127

996 reads

Explore vs Exploit

When should you be exploring new options and when should you start settling for the best option you already know? Consider these concepts: 

  • Regret Minimisation Framework: When you look back on your life when you’re 80, what will you regret least?

132

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BRIAN CHRISTIAN, TOM GRIFFITHS

Inaction is just as irrevocable as action.

BRIAN CHRISTIAN, TOM GRIFFITHS

129

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BRIAN CHRISTIAN, TOM GRIFFITHS

The right action can produce a bad outcome. Process is all we have control over, not results.

BRIAN CHRISTIAN, TOM GRIFFITHS

144

1.78K reads

Scheduling

Scheduling

Scheduling is a fundamental productivity problem.

School of thoughts:

  • Getting Things Done: immediately do any task of two minutes or less once it comes to mind
  • Eat that Frog: beginning with the most difficult task
  • The Now ...

134

841 reads

Optimal Stopping

Optimal Stopping

When you are hiring, scouting houses to buy, options to consider — when should you stop looking?

You stop looking too early, you don’t know if someone better isn’t going to come along. You stop too late, you might have passed on the best candidate already.

Mathematically — you...

146

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BRIAN CHRISTIAN, TOM GRIFFITHS

Instead of thinking about only the next decision you will make, think about all of the decisions you are going to make about the same options in the future.

BRIAN CHRISTIAN, TOM GRIFFITHS

137

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Caching / Forgetting

Is a crucial part of computers, human memory, as well as organizing data or your papers on your desk.

  • Random eviction: is not half bad, as the most important things keep getting back in
  • First In, First Out (FIFO): it’s essentially a queue kicki...

121

804 reads

Seize The Interval

Seizing the day and seizing a lifetime are two entirely different endeavors.

When balancing favorite experiences and new ones, nothing matters more than the interval over which we plan to enjoy them. The interval makes the strategy.

By observing the strategy we can also infer...

120

833 reads

The Human Mind

The Human Mind

The human mind does not run out of space, storage is unlimited, but the problem is one of organization. We have an infinite capacity for memories, but we have only a finite amount of time in which to search for them.

Researchers showed that by accumulat...

132

883 reads

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Leadership is not about authority...

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Music seems to interfere with learning

Music seems to interfere with learning

When it comes to absorbing and retaining new information, distraction in any form is harmful. That includes music.

Music demands too much of your attention—even when the sounds are subtle—to be listened to when you are trying to learn or analyze new information.

Maximization

Maximization

Also known as Fear of Better Options (F.O.B.O.), is the relentless researching of all possible options for fear that you’ll miss out on the “best” one.

Though maximizers tend to make better decisions, they are less satisfied with those decisions than are people who make quicker ones ...

Decision Making Process

Once we’ve build the strength to create space for thinking, then we can apply clear thinking to make decision.

Decision is a judgment that certain option is the best one.

Decision making process is as follow:

  1. Define the problem
  2. Explore potential solutions
  3. Ev...

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