Python machine learning cookbook : over 100 recipes to progress from smart data analytics to deep learning using real-world datasets

• Main Authors: Ciaburro, Giuseppe (Author), Joshi, Prateek (Author)
• Format: Electronic eBook
• Language: English
• Published: Birmingham, UK : Packt Publishing, 2019.
• Edition: Second edition.
• Subjects: Python (Computer program language); Machine learning.; elektronické knihy; electronic books
• ISBN: 9781789800753; 1789800757; 9781789808452
• Physical Description: 1 online resource (1 volume) : illustrations

Table of Contents:

• Python machine learning cookbook : over 100 recipes to progress from smart data analytics to deep learning using real-world datasets, 2nd edition
• Contributors
• Table of Contents
• Preface
• Chapter 1: The Realm of Supervised Learning
• Chapter 2: Constructing a Classifier
• Chapter 3: Predictive Modeling
• Chapter 4: Clustering with Unsupervised Learning
• Chapter 5: Visualizing Data
• Chapter 6: Building Recommendation Engines
• Chapter 7: Analyzing Text Data
• Chapter 8: Speech Recognition
• Chapter 9: Dissecting Time Series and Sequential Data
• Chapter 10: Analyzing Image Content
• Chapter 11: Biometric Face Recognition
• Chapter 12: Reinforcement Learning Techniques
• Chapter 13: Deep Neural Networks
• Chapter 14: Unsupervised Representation Learning
• Chapter 15: Automated Machine Learning and Transfer Learning
• Chapter 16: Unlocking Production Issues
• Other Books You May Enjoy
• Index.