Teaching Impacts of Technology: Data Collection, Use, and Privacy

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课程主页: https://www.coursera.org/archive/teach-impacts-technology-data

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课程简介

University of California San Diego

课程大纲

Welcome! Are you interested in teaching about the impacts of your personal data in the digital world? To learn more about the computation and computing concepts that underlie the technologies using that data? We'll be using a problem-based approach to explore interesting ways to teach concepts of networks and the internet, data and analysis, and even algorithms and data representation. Finally, we'll read a chapter from a children's fiction book -- "The Secret Code Menace" and identify some computer science learning outcomes for that chapter.

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In this course you’ll focus on how constant data collection and big data analysis have impacted us, exploring the interplay between using your data and protecting it, as well as thinking about what it could do for you in the future. This will be done through a series of paired teaching sections, exploring a specific “Impact of Computing” in your typical day and the “Technologies and Computing Concepts” that enable that impact, all at a K12-appropriate level. This course is part of a larger Specialization through which you’ll learn impacts of computing concepts you need to know, organized into 5 distinct digital “worlds”, as well as learn pedagogical techniques and evaluate lesson plans and resources to utilize in your classroom. By the end, you’ll be prepared to teach pre-college learners to be both savvy and effective participants in their digital world. In this particular digital world (personal data), you’ll explore the following Impacts & Technology pairs -- Impacts (Show me what I want to see!): Internet Privacy, Custom Ads, Personalization of web pages Technologies and Computing Concepts: Cookies, Web vs Internet, https, Web Servers Impacts (Use my data…. But protect it!): Common Cybersecurity knowledge levels, ISP data collection, Internet design, finding out what is known about you online, software terms and services Technology and Computing Concepts: DNS, Cryptography (ciphers, hashing, encryption, SSL), Deep and Dark Web Impacts (What could my data do for me in the future?): What is Big Data, Machine Learning finds new music, Wearable technologies. Technology and Computing Concepts: AI vs ML, Supervised vs Unsupervised learning, Neural Networks, Recommender systems, Speech recognition In the pedagogy section for this course, in which best practices for teaching computing concepts are explored, you’ll learn how to apply Bloom’s taxonomy to create meaningful CS learning objectives, the importance of retrieval-based learning, to build learning activities with online simulators, and how to use “fun” books to teach computing. In terms of CSTA K-12 computer science standards, we’ll primarily cover learning objectives within the “impacts of computing” concept, while also including some within the “networks and the Internet” concepts and the “data and analysis” concept. Practices we cover include “fostering and inclusive computing culture”, “recognizing and defining computational problems”, and “communicating about computing”.

教学对技术的影响:数据收集,使用和隐私:在本课程中,您将重点研究持续数据收集和大数据分析如何影响我们,探索数据使用与保护之间的相互作用,以及思考什么将来可以为您做。这将通过一系列成对的教学部分来完成,在您平常的一天中探索特定的“计算影响”以及能够带来这种影响的“技术和计算概念”,所有这些都适合于K12。 本课程是较大专业化课程的一部分,通过该课程,您将了解需要了解的计算概念的影响,将其组织成5个不同的数字“世界”,并学习教学技术,并评估要在课堂上使用的教学计划和资源。最后,您将准备教会大学预科学习者成为其数字世界的精明和有效参与者。 在这个特定的数字世界(个人数据)中,您将探索以下影响和技术对- 影响(告诉我我想看的!):Internet隐私,自定义广告,网页个性化 技术和计算概念:Cookie,Web与Internet,https,Web服务器 影响(使用我的数据…。但是要保护!):常见的网络安全知识水平,ISP数据收集,互联网设计,在线了解您的已知信息,软件条款和服务 技术和计算概念:DNS,密码学(密码,哈希,加密,SSL),深层和深色Web 影响(我的数据将来能为我做什么?):什么是大数据,机器学习发现了新音乐,可穿戴技术。 技术与计算概念:人工智能与机器学习,有监督与无监督学习,神经网络,推荐系统,语音识别 在本课程的教学法部分中,探索了教学计算机概念的最佳实践,您将学习如何应用Bloom的分类法来创建有意义的CS学习目标,基于检索的学习的重要性,使用在线模拟器建立学习活动,以及如何使用“有趣”的书来教计算机。 根据CSTA K-12计算机科学标准,我们将主要涵盖“计算的影响”概念中的学习目标,同时还将涵盖“网络和Internet”概念以及“数据和分析”概念中的一些学习目标。我们涵盖的实践包括“促进和包容性计算文化”,“认识和定义计算问题”以及“关于计算的交流”。

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