"This book is an engaging and accessible adventure through numerical linear algebra-including homework assignments-aimed at graduate students and advanced undergraduate students with interest in numerical methods and scientific computing"--
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"This book is an engaging and accessible adventure through numerical linear algebra-including homework assignments-aimed at graduate students and advanced undergraduate students with interest in numerical methods and scientific computing"--
This monograph uses the Julia language to guide the reader through an exploration of the fundamental concepts of probability and statistics, all with a view of mastering machine learning, data science, and artificial intelligence. The text does not require any prior statistical …
This monograph uses the Julia language to guide the reader through an exploration of the fundamental concepts of probability and statistics, all with a view of mastering machine learning, data science, and artificial intelligence. The text does not require any prior statistical …
Design patterns are fundamental techniques for developing reusable and maintainable code. This book presents many practical design patterns and related techniques for developing Julia applications. By the end of the book, you will be comfortable with implementing design patterns…
"If you're just learning how to program Julia is an excellent JIT-compiled, dynamically typed language with a clean syntax. This hands-on guide uses Julia 1.0 to walk you through programming one step at a time, beginning with basic programming concepts before moving on to more a…
The way of the program -- Variables, expressions, and statements -- Functions -- Case study: interface design -- Conditionals and recursion -- Fruitful functions -- Iteration -- Strings -- Case study: word play -- Arrays -- Dictionaries -- Tuples -- Case study: data structure se…
"If you're just learning how to program Julia is an excellent JIT-compiled, dynamically typed language with a clean syntax. This hands-on guide uses Julia 1.0 to walk you through programming one step at a time, beginning with basic programming concepts before moving on to more a…