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Python 3 for Machine Learning de Oswald Campesato

Python 3 for Machine Learning

Autor Oswald Campesato
en Limba Engleză Paperback – mar 2020
Provides the reader with basic Python3 programming concepts related to machine learning. Chapters provide an introduction to Python 3, NumPy, and Pandas; introduce the fundamental concepts of machine learning; cover machine learning classifiers, such as logistic regression and k-NN; and explore NLP and RL.
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Specificații

ISBN-13: 9781683924951
ISBN-10: 1683924959
Pagini: 364
Dimensiuni: 178 x 229 x 20 mm
Greutate: 0.52 kg
Editura: Mercury Learning & Information

Notă biografică

Campesato Oswald : Oswald Campesato (San Francisco, CA) is an adjunct instructor at UC-Santa Clara and specializes in Deep Learning, Java, Android, TensorFlow, and NLP. He is the author/co-author of over twenty-five books including TensorFlow 2 Pocket Primer, Python 3 for Machine Learning, and the NLP Using R Pocket Primer (all Mercury Learning and Information).

Cuprins

1: Introduction to Python 3
2: Conditional Logic, Loops, and Functions
3: Python Collections
4: Introduction to NumPy and Pandas
5: Introduction to Machine Learning
6: Classifiers in Machine Learning
7: Natural Language Processing and Reinforcement Learning
Appendices
A: Introduction to Regular Expressions
B: Introduction to Keras
C: Introduction to TensorFlow 2
Index