- Main
- Computers - Computer Science
- Dive Into Algorithms: A Pythonic...
Dive Into Algorithms: A Pythonic Adventure for the Intrepid Beginner
Bradford TuckfieldQuanto Você gostou deste livro?
Qual é a qualidade do ficheiro descarregado?
Descarregue o livro para avaliar a sua qualidade
De que qualidade são os ficheiros descarregados?
Dive Into Algorithms is a wide-ranging, Pythonic tour of many of the world's most interesting algorithms. With little more than a bit of computer programming experience and basic high-school math, you'll explore standard computer science algorithms for searching, sorting, and optimization; human-based algorithms that help us determine how to catch a baseball or eat the right amount at a buffet; and advanced algorithms like ones used in machine learning and artificial intelligence. You'll even explore how ancient Egyptians and Russian peasants used algorithms to multiply numbers, how the ancient Greeks used them to find greatest common divisors, and how Japanese scholars in the age of samurai designed algorithms capable of generating magic squares.
You'll explore algorithms that are useful in pure mathematics and learn how mathematical ideas can improve algorithms. You'll learn about an algorithm for generating continued fractions, one for quick calculations of square roots, and another for generating seemingly random sets of numbers.
You'll also learn how to:
• Use algorithms to debug code, maximize revenue, schedule tasks, and create decision trees
• Measure the efficiency and speed of algorithms
• Generate Voronoi diagrams for use in various geometric applications
• Use algorithms to build a simple chatbot, win at board games, or solve sudoku puzzles
• Write code for gradient ascent and descent algorithms that can find the maxima and minima of functions
• Use simulated annealing to perform global optimization
• Build a decision tree to predict happiness based on a person's characteristics
Once you've finished this book you'll understand how to code and implement important algorithms as well as how to measure and optimize their performance, all while learning the nitty-gritty details of today's most powerful algorithms.
Author Bio
Bradford Tuckfield, PhD, is a data scientist and consultant. The author of Applied Unsupervised Learning with R, his research has appeared in top academic journals in math, business management, and medicine. He has also written essays about culture for magazines and policy journals.
You'll explore algorithms that are useful in pure mathematics and learn how mathematical ideas can improve algorithms. You'll learn about an algorithm for generating continued fractions, one for quick calculations of square roots, and another for generating seemingly random sets of numbers.
You'll also learn how to:
• Use algorithms to debug code, maximize revenue, schedule tasks, and create decision trees
• Measure the efficiency and speed of algorithms
• Generate Voronoi diagrams for use in various geometric applications
• Use algorithms to build a simple chatbot, win at board games, or solve sudoku puzzles
• Write code for gradient ascent and descent algorithms that can find the maxima and minima of functions
• Use simulated annealing to perform global optimization
• Build a decision tree to predict happiness based on a person's characteristics
Once you've finished this book you'll understand how to code and implement important algorithms as well as how to measure and optimize their performance, all while learning the nitty-gritty details of today's most powerful algorithms.
Author Bio
Bradford Tuckfield, PhD, is a data scientist and consultant. The author of Applied Unsupervised Learning with R, his research has appeared in top academic journals in math, business management, and medicine. He has also written essays about culture for magazines and policy journals.
Categorias:
Ano:
2021
Edição:
1
Editora:
No Starch Press
Idioma:
english
Páginas:
248
ISBN 10:
1718500696
ISBN 13:
9781718500693
Arquivo:
PDF, 4.54 MB
As suas tags:
IPFS:
CID , CID Blake2b
english, 2021
O arquivo será enviado para o email durante 1-5 minutos.
O arquivo será enviado a você através do Messenger Telegram. Pode levar de 1 a 5 minutos antes de recebê-lo.
NOTA: Verifique se você ligou a sua conta ao Telegram Bot da Z-Library.
O arquivo será enviado para sua conta do Kindle. Pode levar de 1 a 5 minutos antes de recebê-lo.
Nota: Você precisa verificar cada livro que envia para o Kindle. Verifique sua caixa de e-mail para um e-mail de confirmação do Amazon Kindle Support.
A converter para
Conversão para falhou
Benefícios do estatuto premium
- Envie para leitores eletrónicos
- Limite aumentado de download
- Converter ficheiros
- Mais resultados de pesquisa
- Outros benefícios