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“Note that in the above construction we made a number of choices; here we must beware. Choosing a good categorification – like designing a good algebraic structure such as that of preorders or quantales – is part of the art of mathematics. There is no prescribed way to categorify, and the success of a chosen categorification is rather empirical: its richer structure should allow us more insights into the subject we want to model.”
― Seven Sketches in Compositionality: An Invitation to Applied Category Theory
― Seven Sketches in Compositionality: An Invitation to Applied Category Theory
“Regular expressions are widely used for string matching. Although regular-expression systems are derived from a perfectly good mathematical formalism, the particular choices made by implementers to expand the formalism into useful software systems are often disastrous: the quotation conventions adopted are highly irregular; the egregious misuse of parentheses, both for grouping and for backward reference, is a miracle to behold. In addition, attempts to increase the expressive power and address shortcomings of earlier designs have led to a proliferation of incompatible derivative languages.”
― Software Design for Flexibility: How to Avoid Programming Yourself into a Corner
― Software Design for Flexibility: How to Avoid Programming Yourself into a Corner
“According to Darwin’s Origin of Species, it is not the most intellectual of the species that survives; it is not the strongest that survives; but the species that survives is the one that is able best to adapt and adjust to the changing environment in which it finds itself. —Leon C. Megginson”
― Wish You Were Here
― Wish You Were Here
“A good program must be written many times. This is true of the programs we show. The first draft may not clearly separate out the concerns, but by making that draft the programmer learns the structure of the problem. We will show two different implementations, which will reveal the evolution of the program as we identify shortcomings in our draft.”
― Software Design for Flexibility: How to Avoid Programming Yourself into a Corner
― Software Design for Flexibility: How to Avoid Programming Yourself into a Corner
“For advanced analytics, a well-designed data pipeline is a prerequisite, so a large part of your focus should be on automation. This is also the most difficult work. To be successful, you need to stitch everything together.”
― Data Management at Scale: Best Practices for Enterprise Architecture
― Data Management at Scale: Best Practices for Enterprise Architecture
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