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50 algorithms every programmer should know : tackle computer science challenges with classic to modern algorithms in machine learning, software design, data systems, and cryptography (engelsk)


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Beskrivelse


Solve classic computer science problems from fundamental algorithms, such as sorting and searching, to modern algorithms in machine learning and cryptography. For programmers or developers who want to understand the use of algorithms for problem-solving and writing efficient code.

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Seneste udgave, bog

Overview of algorithms

Data structures used in algorithms

Sorting and searching algorithms

Designing algorithms

Graph algorithms

Unsupervised machine learning algorithms

Traditional supervised learning algorithms

Neural network algorithms

Algorithms for natural language processing

Understanding sequential models


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