Data science projects with Python : a case study approach to successful data science projects using Python, pandas, and scikcit-learn /

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This book will help readers get comfortable with using the Python environment for data science and will start them on a journey to mastering topics within machine learning.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Klosterman, Stephen (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham : Packt Publishing, [2019]
Temas:
Python (Computer program language)
Machine learning.
Data mining.
Information visualization.
Data Mining
Python (Langage de programmation)
Apprentissage automatique.
Exploration de données (Informatique)
Visualisation de l'information.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Data Exploration and Cleaning
  • Introduction to Scikit-Learn and Model Evaluation
  • Details of Logistic Regression and Feature Exploration
  • The Bias-Variance Trade-off
  • Decision Trees and Random Forests
  • Imputation of Missing Data, Financial Analysis, and Delivery to Client.

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