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Home > Computing and Information Technology > Computer programming / software engineering > Programming and scripting languages: general > Programando a Inteligência: Introdução a Machine Learning com C#
Programando a Inteligência: Introdução a Machine Learning com C#

Programando a Inteligência: Introdução a Machine Learning com C#


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Programando a Inteligência: Introdução a Machine Learning com C#
Introdução a Machine Learning com C#
Format: Paperback

About the Book

Programando a Inteligencia
Machine Learning com C# e ML.NET Do Zero a Aplicacoes Reais

Voce e desenvolvedor .NET e quer entrar no mundo da Inteligencia Artificial sem se perder em teoria complexa ou matematica avancada?

Este livro foi feito para voce.

Em Programando a Inteligencia voce vai aprender Machine Learning de forma pratica, direta e aplicada ao mundo real, utilizando C# e ML.NET. O foco esta na construcao de solucoes reais, com exemplos claros e codigo explicado passo a passo.

Aqui voce nao apenas entende os conceitos. Voce aprende construindo.

O que voce vai aprender:

Fundamentos do Aprendizado de Maquina explicados de forma simples
Regressao linear e logistica na pratica
Classificacao binaria e multiclasse
Preparacao e transformacao de dados com ML.NET
Metricas como R2, RMSE e AUC ROC
Introducao a redes neurais e conceitos de Deep Learning
Deteccao de fraudes
Previsao de demanda
Analise de churn e comportamento de clientes
Series temporais
Etica, vies e responsabilidade em Inteligencia Artificial
Monitoramento e re treinamento de modelos

Este livro e 100 por cento pratico. Voce encontrara:

Exemplos completos desenvolvidos no Visual Studio 2022
Projetos que simulam problemas reais de empresas
Uso do ML.NET Model Builder
Construcao de pipelines de dados inteligentes

Ao final da leitura, voce sera capaz de:

Prever precos
Detectar fraudes financeiras
Antecipar cancelamentos de clientes
Estimar demanda de produtos
Criar aplicacoes inteligentes em C#

Para quem e este livro:

Desenvolvedores C# e .NET
Analistas de sistemas
Programadores que querem adicionar Inteligencia Artificial aos seus projetos
Profissionais que desejam migrar para a area de IA
Estudantes de tecnologia

Nao e necessario conhecimento avancado em estatistica.

A Inteligencia Artificial ja esta presente em sistemas financeiros, recomendacoes de produtos, assistentes virtuais e analise de dados em larga escala. A diferenca agora e que voce pode criar essas solucoes usando as ferramentas que ja domina.

Se voce quer se destacar no mercado, ampliar suas competencias tecnicas e desenvolver aplicacoes inteligentes, este livro e o seu ponto de partida.

A Inteligencia Artificial nao e o futuro. Ela ja faz parte do presente.

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Product Details
  • ISBN-13: 9798287772901
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Height: 229 mm
  • No of Pages: 104
  • Returnable: N
  • Sub Title: Introdução a Machine Learning com C#
  • Width: 152 mm
  • ISBN-10: 8287772907
  • Publisher Date: 12 Jun 2025
  • Binding: Paperback
  • Language: Portuguese
  • Returnable: N
  • Spine Width: 6 mm
  • Weight: 199 gr

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