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

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 Tenso...

Full description

Saved in:
Bibliographic Details
Main Authors: Raschka, Sebastian, (Author), Mirjalili, Vahid, (Author)
Format: eBook
Language: English
Published: Birmingham : Packt Publishing, Limited, [2019]
Edition: Third edition
Subjects:
Python.
elektronické knihy
electronic books
ISBN: 9781789958294
1789958296
9781789955750
1789955750
Physical Description: 1 online resource (xxi, 741 pages) : illustrations

Cover

Table of contents

LEADER 03321cam a2200421 i 4500
001 kn-on1135663723
003 OCoLC
005 20240717213016.0
006 m o d
007 cr cn|||||||||
008 200307t20192019enka o 001 0 eng d
040 |a EBLCP  |b eng  |e rda  |e pn  |c EBLCP  |d OCLCQ  |d CHVBK  |d UKAHL  |d OSU  |d OCLCQ  |d VLY  |d OCLCQ 
020 |a 9781789958294  |q (electronic bk.) 
020 |a 1789958296  |q (electronic bk.) 
020 |a 9781789955750  |q (paperback) 
020 |a 1789955750  |q (paperback) 
035 |a (OCoLC)1135663723  |z (OCoLC)1152313284  |z (OCoLC)1183980850  |z (OCoLC)1253251891 
100 1 |a Raschka, Sebastian,  |e author. 
245 1 0 |a Python machine learning :  |b machine learning and deep learning with python, scikit-learn, and tensorflow 2 /  |c Sebastian Raschka, Vahid Mirjalili 
250 |a Third edition 
264 1 |a Birmingham :  |b Packt Publishing, Limited,  |c [2019] 
264 4 |c ©2019 
300 |a 1 online resource (xxi, 741 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
500 |a Includes index 
500 |a "Third edition includes TensorFlow 2, GANS, and reinforcement learning"--Cover 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a 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 ... 
505 0 |a 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 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Python. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Mirjalili, Vahid,  |e author. 
776 0 8 |i Print version:  |a Raschka, Sebastian.  |t Python machine learning.  |b Third edition.  |d Birmingham : Packt Publishing Ltd, 2019  |z 9781789955750  |w (OCoLC)1140369994 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpPMLE0004/python-machine-learning?kpromoter=marc  |y Full text 

Similar Items