Mastering Numerical Computing with NumPy : Master Scientific Computing and Perform Complex Operations with Ease.

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Chapter 3: Exploratory Data Analysis of Boston Housing Data with NumPy Statistics; Loading and saving files; Exploring our dataset; Looking at basic statistics; Computing histograms; Explaining skewness and kurtosis; Trimmed statistics; Box plots; Computing correlations ; Summary; Chapter 4: Predict...

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Détails bibliographiques
Cote:Libro Electrónico
Auteur principal: Cuhadaroglu, Mert
Autres auteurs: Mert Cakmak, Umit
Format: Électronique eBook
Langue:Inglés
Publié: Birmingham : Packt Publishing Ltd, 2018.
Sujets:
Cloud computing.
Infonuagique.
Data capture & analysis.
Data mining.
Programming & scripting languages: general.
Computers > Data Processing.
Computers > Database Management > Data Mining.
Computers > Programming Languages > Python.
Cloud computing
Accès en ligne:Texto completo
Description
Résumé:Chapter 3: Exploratory Data Analysis of Boston Housing Data with NumPy Statistics; Loading and saving files; Exploring our dataset; Looking at basic statistics; Computing histograms; Explaining skewness and kurtosis; Trimmed statistics; Box plots; Computing correlations ; Summary; Chapter 4: Predicting Housing Prices Using Linear Regression; Supervised learning and linear regression ; Independent and dependent variables; Hyperparameters; Loss and error functions; Univariate linear regression with gradient descent; Using linear regression to model housing prices; Summary.
Mastering Numerical Computing with Python guides you in performing complex computing with cutting-edge coverage on advanced concepts such as exploratory data analysis and clustering algorithms. You'll become an expert in addressing matrix calculations, and write efficient NumPy codes for implementing algorithms with real-world examples.
Description matérielle:1 online resource (237 pages)
ISBN:9781788996846
1788996844
9781788993357
1788993357

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