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Bog, 2. edition, 2023
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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Description
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.
Content
Latest edition, bogOverview 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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