Python 3 for Machine Learning
暫譯: 機器學習的 Python 3

Campesato, Oswald

Python 3 for Machine Learning

相關主題

商品描述

This book is designed to provide the reader with basic Python 3 programming concepts related to machine learning. The first four chapters provide a fast-paced introduction to Python 3, NumPy, and Pandas. The fifth chapter introduces the fundamental concepts of machine learning. The sixth chapter is devoted to machine learning classifiers, such as logistic regression, k-NN, decision trees, random forests, and SVMs. The final chapter includes material on NLP and RL. Keras-based code samples are included to supplement the theoretical discussion. The book also contains separate appendices for regular expressions, Keras, and TensorFlow 2.

Features:

  • Provides the reader with basic Python 3 programming concepts related to machine learning
  • Includes separate appendices for regular expressions, Keras, and TensorFlow 2

商品描述(中文翻譯)

本書旨在向讀者提供與機器學習相關的基本 Python 3 程式設計概念。前四章提供了 Python 3、NumPy 和 Pandas 的快速入門介紹。第五章介紹了機器學習的基本概念。第六章專注於機器學習分類器，如邏輯回歸（logistic regression）、k-NN、決策樹（decision trees）、隨機森林（random forests）和支持向量機（SVMs）。最後一章包括有關自然語言處理（NLP）和強化學習（RL）的內容。書中還包含基於 Keras 的程式碼範例，以補充理論討論。本書還包含有關正則表達式、Keras 和 TensorFlow 2 的單獨附錄。

**特色：**
- 向讀者提供與機器學習相關的基本 Python 3 程式設計概念
- 包含有關正則表達式、Keras 和 TensorFlow 2 的單獨附錄

類似商品

最後瀏覽商品 (12)