AI and Machine Learning Essentials with Python

所在平台: Coursera专项课程

课程主页: https://www.coursera.org/specializations/ai-machinelearning-essentials

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课程简介

课程名称：Python的人工智能与机器学习基础 课程概述：该课程由宾夕法尼亚大学提供，旨在深入探索人工智能和机器学习的核心概念。学员将进一步提升Python技能，同时了解相关的理论和应用。课程开放免费注册。 课程大纲： 1. **人工智能基础** - 课程链接：[人工智能基础](https://www.coursera.org/learn/artificial-intelligence-essentials) - 描述：通过哲学和科幻的视角审视人工智能，了解其基本概念。 2. **数据科学基础统计** - 课程链接：[数据科学基础统计](https://www.coursera.org/learn/statistics-for-data-science-essentials) - 描述：回顾离散数学和概率的基础知识，强化概率技能。 3. **机器学习基础** - 课程链接：[机器学习基础](https://www.coursera.org/learn/machine-learning-essentials) - 描述：运用统计学习技术，如线性回归和分类方法，解决常见的机器学习问题。 4. **深度学习基础** - 课程链接：[深度学习基础](https://www.coursera.org/learn/deep-learning-essentials) - 描述：深入了解深度学习的历史，探索感知器等神经网络及其运作机制。 本课程为希望在人工智能与机器学习领域打下坚实基础的学习者提供了全面的学习资源。

课程大纲

Course Link: https://www.coursera.org/learn/artificial-intelligence-essentials

Name:Artificial Intelligence Essentials

Description:Offered by University of Pennsylvania. Take a look at artificial intelligence through philosophical and science fiction lenses, and review ... Enroll for free.

Course Link: https://www.coursera.org/learn/statistics-for-data-science-essentials

Name:Statistics for Data Science Essentials

Description:Offered by University of Pennsylvania. Review the basics of discrete math and probability before enhancing your probability skills and ... Enroll for free.

Course Link: https://www.coursera.org/learn/machine-learning-essentials

Name:Machine Learning Essentials

Description:Offered by University of Pennsylvania. Use statistical learning techniques like linear regression and classification to solve common machine ... Enroll for free.

Course Link: https://www.coursera.org/learn/deep-learning-essentials

Name:Deep Learning Essentials

Description:Offered by University of Pennsylvania. Delve into the history of deep learning, and explore neural networks like the perceptron, how they ... Enroll for free.

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