<p><strong>Networks, Crowds, and Markets&nbsp;</strong>is modeling decision-making and policy.&nbsp;The courses below may help you learn to analyze and understand online social systems, human behavior, and decision making in interconnected systems. As well as apply formal models, data and policy issues drawn from economics, sociology, computer science, mathematics, ethics, and law to analyze and design networked online systems.&nbsp;</p>

<ul>
<li><span style="color: rgb(171, 11, 4);">CS 5320 Introduction to Databases</span>,&nbsp;fall</li>
<li><span style="color: rgb(171, 11, 4);">CS 5786 Machine Learning for Data Science</span>, spring</li>
<li><span style="color: rgb(171, 11, 4);">INFO 5306 Crowdsourcing and Human Computation</span>,&nbsp;fall</li>
<li><span style="color: rgb(171, 11, 4);">INFO 6240&nbsp;Sensemaking: Theory and Practical Applications</span>,&nbsp;fall</li>
<li><span style="color: rgb(171, 11, 4);">INFO 6850 The Structure of Information Networks</span>,&nbsp;spring</li>
<li><span style="color: rgb(171, 11, 4);">STSCI 4740 Data Mining and Machine Learning</span>,&nbsp;fall</li>
<li><span style="color: rgb(0, 96, 189);">ECON 4020 Game Theory</span>,&nbsp;spring</li>
<li><span style="color: rgb(0, 96, 189);">HADM 4890 Law of the Internet and E-Commerce</span>,&nbsp;fall</li>
<li><span style="color: rgb(0, 96, 189);">INFO 4220 Networks II:&nbsp;Market Design</span>†,&nbsp;spring</li>
<li><span style="color: rgb(0, 96, 189);">INFO 4250 Surveillance and Privacy</span>,&nbsp;spring</li>
<li><span style="color: rgb(0, 96, 189);">INFO 4301 Ethics in New Media, Technology, and Communication</span>,&nbsp;fall</li>
<li><span style="color: rgb(0, 96, 189);">INFO 4360 Communication Networks and Social Capital</span>,&nbsp;spring</li>
<li><span style="color: rgb(0, 96, 189);">INFO 6113&nbsp;Technology and Law Colloquium</span>,&nbsp;fall</li>
<li><span style="color: rgb(0, 96, 189);">INFO 6210 Information, Technology, and Society</span>,&nbsp;fall and spring</li>
<li><span style="color: rgb(0, 96, 189);">INFO 6710 Revolutions of the Mind: Media, Technology, and Epistemological Change</span>, spring</li>
<li><span style="color: rgb(0, 96, 189);">ORIE 4350 Introduction to Game Theory</span>,&nbsp;fall&nbsp;and spring</li>
</ul>

<p>​† These courses span both areas and may count toward either <span style="color:rgb(171, 11, 4)">Information Systems </span> or <span style="color:rgb(0, 96, 189)">Human and Social Systems</span>.</p>