在线课程平台

在线课程平台

4. Udemy

   • Machine Learning A-Z: Hands-On Python & R In Data Science
   • Deep Learning A-Z: Hands-On Artificial Neural Networks

5. LinkedIn Learning

   • Become a Data Scientist

在线学习平台

4. Pluralsight

   • Pluralsight Data Science Path

5. Treehouse

   • Data Analysis with Python

开源教材和资源

4. UC Berkeley

   • CS188: Introduction to Artificial Intelligence

5. Carnegie Mellon University

   • Machine Learning Course

6. Georgia Tech

   • Machine Learning

博客和社区

4. Data Science Central

   • Data Science Central

5. Analytics Vidhya

   • Analytics Vidhya

6. Machine Learning Mastery

   • Machine Learning Mastery

在线工具和实践平台

4. IBM Watson Studio

   • IBM Watson Studio

5. Microsoft Azure Machine Learning Studio

   • Azure Machine Learning

6. Amazon SageMaker

   • Amazon SageMaker

资源汇总和书籍

1. ArXiv

   • ArXiv - 免费获取最新的研究论文。

2. Papers with Code

   • Papers with Code - 结合论文和代码资源。

3. Deep Learning with Python

   • Deep Learning with Python by François Chollet

4. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

   • Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron

5. Pattern Recognition and Machine Learning

   • Pattern Recognition and Machine Learning by Christopher M. Bishop

6. 机器学习实战

   • 机器学习实战 by Peter Harrington

7. 数据挖掘: 概念与技术

   • 数据挖掘: 概念与技术 by Jiawei Han, Micheline Kamber, and Jian Pei

这些资源将帮助你全面了解和掌握算法、深度学习和机器学习的知识，并为你的学习和实践提供丰富的支持。