Coursera 笔记

Module 02 · Data Science Topics

Lesson Overview: Deep Learning and Machine Learning课时概览:深度学习与机器学习

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In this lesson, "Deep Learning and Machine Learning," you'll dive into the exciting concepts of artificial intelligence and data science. Throughout this module, you will explore various machine learning and deep learning aspects, gaining valuable insights and skills.
在本课程“深度学习与机器学习”中,您将深入探索人工智能与数据科学激动人心的概念。在整个模块中,您将探索各种机器学习和深度学习的方面,获得宝贵的见解和技能。

Asset name and type  资产名称和类型 Description  描述
“Artificial Intelligence and Data Science” video
“人工智能与数据科学”视频
Get introduced to the captivating field of artificial intelligence and its role in data science.
了解引人入胜的人工智能领域及其在数据科学中的作用。
“Generative AI and Data Science” video
“生成式人工智能与数据科学”视频
Discover the exciting realm of generative artificial intelligence and its applications in data science.
探索生成式人工智能的激动人心的领域及其在数据科学中的应用。
“Neural Networks and Deep Learning” video
“神经网络与深度学习”视频
Explore the fundamentals of neural networks and delve into the depths of deep learning.
探索神经网络的基础知识,并深入探究深度学习的奥秘。
“Applications of Machine Learning” video
“机器学习的应用”视频
Uncover the real-world applications of machine learning and its impact on various industries.
揭示机器学习的实际应用及其对各个行业的影响。
“Regression” reading  “回归”阅读 Learn about regression analysis, a fundamental statistical technique used in machine learning.
了解回归分析,这是一种在机器学习中使用的根本统计技术。
Practice quiz  练习测验 Test your understanding of the previous reading.
检验你对先前阅读的理解。
“Exploring Data using IBM Cloud Gallery” lab
“使用 IBM Cloud Gallery 探索数据”实验
Engage in hands-on exploration of data using the IBM Cloud Gallery, gaining practical experience in data analysis.
使用 IBM Cloud Gallery 进行实践操作,探索数据,获得数据分析的实际经验。
“Lesson Summary” video  “课程总结”视频 Sum up your learning from this module with a concise lesson summary.
用简洁的课程总结概括本模块的学习内容。
Practice quiz  练习测验 Take a practice quiz to evaluate how well you’ve understood the material presented in this lesson.
做一次练习测验,以评估你对本课所呈现材料的理解程度。
Glossary  术语表 Use this glossary of terms to review the terminology presented in this lesson.
使用本术语表复习本课所呈现的术语。
Graded quiz  评分测验 Test your knowledge from this lesson by taking the graded quiz.
通过完成有评分的测验来检验本课程的知识。