Téléchargez le livre : Essentials of Python for Artificial Intelligence and Machine Learning

Essentials of Python for Artificial Intelligence and Machine Learning

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Springer


Paru le : 2024-02-14

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Description

This book introduces the essentials of Python for the emerging fields of Machine Learning (ML) and Artificial Intelligence (AI). The authors explore the use of Python’s advanced module features and apply them in probability, statistical testing, signal processing, financial forecasting, and various other applications. This includes mathematical operations with array data structures, Data Manipulation, Data Cleaning, machine learning, Data pipeline, probability density functions, interpolation, visualization, and other high-performance benefits using the core scientific packages NumPy, Pandas, SciPy, Sklearn/Scikit learn and Matplotlib. Readers will gain a deep understanding with problem-solving experience on these powerful platforms when dealing with engineering and scientific problems related to Machine Learning and Artificial Intelligence. Several examples of real problems using these techniques are provided along with examples. The authors also focus on the best practices in theindustry on using Python for AI and ML. Deployment on a cloud infrastructure is described in detail (with code) to emphasize real scenarios.
Pages
509 pages
Collection
n.c
Parution
2024-02-14
Marque
Springer
EAN papier
9783031437243
EAN PDF
9783031437250
Informations sur l'ebook
Nombre pages copiables
5
Nombre pages imprimables
50
Taille du fichier
18842 Ko
Prix
58,01 €

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