Essentials of Python for Artificial Intelligence and Machine Learning

Name: Essentials of Python for Artificial Intelligence and Machine Learning
Brand: Springer, Berlin
SKU: 9783031437243
Price: 228.19 PLN
Availability: InStock

Autor: Pramod Gupta, Anupam Bagchi

Język:

Oprawa: Twarda

Wydawca: Springer, Berlin

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This book introduces the essentials of Python for the emerging fields of Machine Learning (ML) and A...

Informacje o książce

Autor

Pramod Gupta, Anupam Bagchi

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2023

strony

190

EAN

9783031437243

Enbook ID

43858472

Wydawca

Springer, Berlin

Waga

1010

Wymiary

168 x 240

Pełny opis

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 the industry on using Python for AI and ML. Deployment on a cloud infrastructure is described in detail (with code) to emphasize real scenarios.

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