عنوان

Python machine learning :

(Number (ISBN

1789955750

(Number (ISBN

1789958296

(Number (ISBN

9781789955750

(Number (ISBN

9781789958294

Title Proper

Python machine learning :

General Material Designation

[Book]

Other Title Information

machine learning and deep learning with python, scikit-learn, and tensorflow 2 /

First Statement of Responsibility

Sebastian Raschka, Vahid Mirjalili

Edition Statement

Third edition

Place of Publication, Distribution, etc.

Birmingham :

Name of Publisher, Distributor, etc.

Packt Publishing, Limited,

Date of Publication, Distribution, etc.

[2019]

Date of Publication, Distribution, etc.

©2019

Specific Material Designation and Extent of Item

1 online resource (xxi, 741 pages) :

Other Physical Details

illustrations

Text of Note

"Third edition includes TensorFlow 2, GANS, and reinforcement learning"--Cover

Text of Note

Includes index

Text of Note

Giving computers the ability to learn from data -- Training simple machine learning algorithms for classification -- A tour of machine learning classifiers using scikit-learn -- Building good training sets-data preprocessing -- Compressing data via dimensionality reduction -- Learning best practices for model evaluation and hyperparmeter tuning -- Combining different models for ensemble learning -- Applying machine learning to sentiment analysis -- Embedding a machine learning model into a web application -- Predicting continuous target variables with regression analysis -- Working with unlabeled data-clustering analysis -- Implementing a multilayer artificial neural network from Scratch -- Parallelizing neural network training with TensorFlow -- Going deeper -- The mechanics of TensorFlow -- Classifying images with deep convolutional neural networks -- Modeling sequential data using recurrent neural networks -- Generative adversarial networks for synthesizing new data -- Reinforcement learning for decision making in complex environments

0

Text of Note

Python Machine Learning, Third Edition is a comprehensive guide to machine learning and deep learning with Python. Packed with clear explanations, visualizations, and working examples, the book covers all the essential machine learning techniques in depth. This new third edition is updated for TensorFlow 2 and the latest additions to ...

Title

Python machine learning.

International Standard Book Number

9781789955750

Python.

Number

Edition

Class number

Book number

Raschka, Sebastian

Mirjalili, Vahid

Date of Transaction

20200823060745.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y