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所在平台: Coursera专项课程 课程类别: 其他类别 大学或机构: CourseraNew |
课程主页: https://www.coursera.org/specializations/investment-management-python-machine-learning
课程评论：没有评论
课程名称：使用Python和机器学习的投资管理专业化 课程概述：本专业化课程旨在为学员提供投资管理现代方法的广泛和全面的介绍，特别强调数据科学和机器学习技术在改善投资决策中的应用。完成该课程后，您将掌握制定理性投资决策所需的工具，侧重于基础理论、核心概念以及实际应用和实施。课程不仅解释科学理论，还重视通过系列实验课程在Python编程语言中实际applicaiton这些思想。 课程大纲： 1. **投资组合构建及分析入门（使用Python）** 由EDHEC商学院提供，介绍了近年来计算方法如何转变投资管理实践。 [课程链接](https://www.coursera.org/learn/introduction-portfolio-construction-python) 2. **高级投资组合构建及分析（使用Python）** 继续深入探讨EDHEC商学院提供的计算方法在投资管理中的应用。 [课程链接](https://www.coursera.org/learn/advanced-portfolio-construction-python) 3. **投资管理领域的Python和机器学习** 本课程将使您熟练掌握投资管理中机器学习方法的使用。 [课程链接](https://www.coursera.org/learn/python-machine-learning-for-investment-management) 4. **使用替代数据集的Python和机器学习用于资产管理** EDHEC商学院提供，探讨如何应对市场和会计数据过度利用问题导致的投资组合挤压。 [课程链接](https://www.coursera.org/learn/machine-learning-asset-management-alternative-data) 通过这些课程，学员将全面提高在现代投资管理中运用数据科学及机器学习的能力。
Course Link: https://www.coursera.org/learn/introduction-portfolio-construction-python
Name:Introduction to Portfolio Construction and Analysis with Python
Description:Offered by EDHEC Business School. The practice of investment management has been transformed in recent years by computational methods. This ... Enroll for free.
Course Link: https://www.coursera.org/learn/advanced-portfolio-construction-python
Name:Advanced Portfolio Construction and Analysis with Python
Description:Offered by EDHEC Business School. The practice of investment management has been transformed in recent years by computational methods. ... Enroll for free.
Course Link: https://www.coursera.org/learn/python-machine-learning-for-investment-management
Name:Python and Machine Learning for Asset Management
Description:Offered by EDHEC Business School. This course will enable you mastering machine-learning approaches in the area of investment management. It ... Enroll for free.
Course Link: https://www.coursera.org/learn/machine-learning-asset-management-alternative-data
Name:Python and Machine-Learning for Asset Management with Alternative Data Sets
Description:Offered by EDHEC Business School. Over-utilization of market and accounting data over the last few decades has led to portfolio crowding, ... Enroll for free.
The Data Science and Machine Learning for Asset Management Specialization has been designed to deliver a broad and comprehensive introduction to modern methods in Investment Management, with a particular emphasis on the use of data science and machine learning techniques to improve investment decisions.By the end of this specialization, you will have acquired the tools required for making sound investment decisions, with an emphasis not only on the foundational theory and underlying concepts, but also on practical applications and implementation. Instead of merely explaining the science, we help you build on that foundation in a practical manner, with an emphasis on the hands-on implementation of those ideas in the Python programming language through a series of dedicated lab sessions.
使用Python和机器学习专业化进行投资管理：资产管理专业化的数据科学和机器学习旨在广泛广泛地介绍投资管理中的现代方法，尤其着重于数据科学和机器学习技术的使用到本专业课程结束时，您将获得制定合理的投资决策所需的工具，不仅着重于基础理论和基本概念，而且着重于实际应用和实施。我们不仅可以解释科学，还可以帮助您以实用的方式在此基础上建立基础，并通过一系列专门的实验会议来重点介绍这些思想在Python编程语言中的动手实现。