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Algorithms: The Input
To a computer, input is the information needed to make decisions.
For example, if you get dressed, you will need information such as what clothes are available to you, then you might consider the temperature, the season, and personal preferences.
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An algorithm is a set of instructions
The instructions tell a computer how to transform a set of facts into useful information.
The facts are data. The useful information is knowledge for people, instructions for machines or input for another algorithm. Typical examples are sorting sets of num...
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Algorithms: Transformation
Computation is the heart of an algorithm and involves arithmetic, decision-making, and repetition.
To apply this to getting dressed, you make decisions by doing some math on input quantities. Wearing a jacket might depend on the temperature. To a computer, part of getting dressed algor...
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Algorithms: Output
The last step of an algorithm is output - expressing the answer.
Output to a computer is usually more data. It allows computers to string algorithms together in complex ways to produce more algorithms. Output can also present information, such as putting words on a screen.
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Machine learning
It can sometimes be too complicated to spell out a decision-making process. Machine learning tries to "learn" based on a set of past decision-making examples.
Machine learning is used for things like recommendations, predictions, and looking up information.
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MORE LIKE THIS
Algorithms: Transformation
Computation is the heart of an algorithm and involves arithmetic, decision-making, and repetition.
To apply this to getting dressed, you make decisions by doing some math on input quantities. Wearing a jacket might depend on the temperature. To a computer, part of getting dressed algor...
Be Comfortable With Good Enough
What prevents people from taking a risk is thinking that you can't start until everything is perfect.
We need the courage to make decisions with imperfect data and move forward as information becomes available.
Analysis Paralysis
The more information we have to consider, the longer we typically take to make a decision.
While the decision-making process should be thorough, the best way to make good decisions is usually not to take more time or to look at more information. Instead, review the pertinent informa...
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