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You are here: Home ▶ Limited-Time Offers ▶ Python Machine Learning – Second Edition

Python Machine Learning – Second Edition

November 10, 2022

Python Machine Learning - Second Edition

Thoroughly updated using the latest Python open source libraries, Python Machine Learning – Second Edition offers the practical knowledge and techniques you need to create and contribute to machine learning, deep learning, and modern data analysis. (Limited-time offer)

Table of Contents

  • 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 Hyperparameter 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

Download Free PDF / Read Online

Author(s): Sebastian Raschka , Vahid Mirjalili
Publisher: Packt Publishing
Published: September 2017
Format(s): Online
File size: –
Number of pages: 622
Download / View Link(s): This offer has ended.
Free as of 03/30/2021 12/06/2021 11/10/2022

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