April 2025
Intermediate to advanced
328 pages
8h 42m
Portuguese (Portugal, Brazil)
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Índice
A
- adição de vectores, Operações sobre vectores
- geometria da adição de vectores, Geometria da Adição e Subtração de Vectores
- adição escalar-vetorial, Adição escalar-vetorial
- adição e multiplicação escalar-vetorial, Combinação Linear Ponderada
- no produto escalar vetorial, O produto escalar vetorial
- método aditivo (criação de matrizes simétricas), Criação de matrizes simétricas a partir de matrizes não simétricas
- matriz adjugada, Inversão de qualquer matriz quadrada de ordem completa
- Instalador do Anaconda, Usa o Python localmente e online
- ângulo (ou direção) dos vectores, Geometria dos Vectores
- matrizes
- matriz como matriz 2D NumPy, Operações com matrizes: Transpor
- NumPy, NumPy
- vectores como matrizes NumPy, Criar e visualizar vectores em NumPy
- cálculo da média dos vectores, A geometria da multiplicação vetorial-escalar
B
- substituição de costas, eliminação gaussiana, mínimos quadrados via QR
- base, Basis-Summary
- importância da ciência dos dados e da aprendizagem automática, Basis
- conjuntos de bases, Base
- requisito de independência linear, Definição de base
- vectores da base, Diagonalização de uma matriz quadrada
- espaço nulo, Indeterminação do sinal e da escala dos vectores próprios
- ortogonal, O quadro geral da SVD
- aluguer de bicicletas, previsão (exemplo)(ver previsão de aluguer de bicicletas com base nas condições meteorológicas)
- Tipo booleano, Comparadores
- difusão, k-Means Clustering
- produto externo versus, Produto externo
- transmissão de vetorem Python, Transmissão de vetor em Python
C
- Conjuntos de bases ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.