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所在平台: Coursera专项课程 课程类别: 计算机科学 大学或机构: CourseraNew |
课程主页: https://www.coursera.org/specializations/advanced-data-science-ibm
课程评论：没有评论
课程名称：IBM高级数据科学专业化 课程概述： 完成Coursera认证的IBM高级数据科学专业化后，您将对大规模并行数据处理、数据探索与可视化以及高级机器学习和深度学习有深入的理解。您会了解所有机器学习和深度学习算法背后的数学基础，能够在实际应用中运用所学知识，评估架构决策的合理性，并理解不同算法、框架和技术的特性及其对模型性能和可扩展性的影响。 如果您选择参加此专业化课程并获得Coursera专业化证书，您还将获得IBM数字徽章。有关IBM数字徽章的更多信息，请访问链接：ibm.biz/badging。 课程大纲： 1. **可扩展数据科学基础** 课程链接：[可扩展数据科学基础](https://www.coursera.org/learn/ds) 描述：由IBM提供。Apache Spark是大规模数据处理的事实标准。这是一系列课程的第一门课程。 2. **高级机器学习与信号处理** 课程链接：[高级机器学习与信号处理](https://www.coursera.org/learn/advanced-machine-learning-signal-processing) 描述：由IBM提供。您同意在注册该课程时遵守最终用户许可协议。 3. **应用深度学习的人工智能** 课程链接：[应用AI与深度学习](https://www.coursera.org/learn/ai) 描述：由IBM提供。注册后同意用户许可协议并进行学习。 4. **高级数据科学项目** 课程链接：[高级数据科学Capstone](https://www.coursera.org/learn/advanced-data-science-capstone) 描述：由IBM提供。该项目将证明您对大规模并行数据处理、数据探索等方面的深入理解。 通过以上课程的学习，您将能够在数据科学领域中获得实用的技能和证书，提升职业竞争力。
Course Link: https://www.coursera.org/learn/ds
Name:Fundamentals of Scalable Data Science
Description:Offered by IBM. Apache Spark is the de-facto standard for large scale data processing. This is the first course of a series of courses ... Enroll for free.
Course Link: https://www.coursera.org/learn/advanced-machine-learning-signal-processing
Name:Advanced Machine Learning and Signal Processing
Description:Offered by IBM. >>> By enrolling in this course you agree to the End User License Agreement as set out in the FAQ. Once enrolled you can ... Enroll for free.
Course Link: https://www.coursera.org/learn/ai
Name:Applied AI with DeepLearning
Description:Offered by IBM. >>> By enrolling in this course you agree to the End User License Agreement as set out in the FAQ. Once enrolled you can ... Enroll for free.
Course Link: https://www.coursera.org/learn/advanced-data-science-capstone
Name:Advanced Data Science Capstone
Description:Offered by IBM. This project completer has proven a deep understanding on massive parallel data processing, data exploration and ... Enroll for free.
As a coursera certified specialization completer you will have a proven deep understanding on massive parallel data processing, data exploration and visualization, and advanced machine learning & deep learning. You'll understand the mathematical foundations behind all machine learning & deep learning algorithms. You can apply knowledge in practical use cases, justify architectural decisions, understand the characteristics of different algorithms, frameworks & technologies & how they impact model performance & scalability. If you choose to take this specialization and earn the Coursera specialization certificate, you will also earn an IBM digital badge. To find out more about IBM digital badges follow the link ibm.biz/badging.
具有IBM专业化认证的高级数据科学：作为获得Coursera认证的专业化认证完成者，您将对大规模并行数据处理，数据探索和可视化以及高级机器学习与开发有深入的了解。深度学习。您将了解所有机器学习和学习背后的数学基础。深度学习算法。您可以在实际用例中运用知识，证明架构决策合理，了解不同算法，框架和技术的特征。技术与它们如何影响模型性能和可扩展性。 如果您选择参加此专业化课程并获得Coursera专业化证书，那么您还将获得一个IBM数字徽章。要查找有关IBM数字徽章的更多信息，请访问ibm.biz/badging链接。
