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306            <p class="warning">⚠️ This content is archived as of March 2026 and is retained exclusively for reference. <a href="https://data88e.org/">Find current offerings.</a></p>
307<h1 id="data-88e-economic-models">
308  
309  
310    <a href="#data-88e-economic-models" class="anchor-heading" aria-labelledby="data-88e-economic-models"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Data 88E: Economic Models
311  
312  
313</h1>
314    
315
316<p class="mb-2 mb-0 fs-6 text-grey-dk-000">UC Berkeley, Fall 2025</p>
317<h2 class="fs-4" id="week-1">
318  
319  
320    <a href="#week-1" class="anchor-heading" aria-labelledby="week-1"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 1
321  
322  
323</h2>
324    
325<div class="module">
326  <dl>
327  <dt>Aug 27</dt>
328  <dd><strong class="label label-yellow">1</strong> Introduction</dd>
329  <dd><a href="https://docs.google.com/presentation/d/1XxBGmEonu3NRy-Au04w9ULdBhCfXOLRKkpMP8pW-wXw/edit?usp=sharing" target="_blank">Slides</a></dd>
330  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=tree%2Ffa25-student%2Flec%2Flec01%2FData88E-terms.ipynb" target="_blank">Demo Notebook</a></dd>
331  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=tree%2Ffa25-student%2Flec%2Flec01%2Fslides.ipynb" target="_blank">Careers Notebook</a></dd>
332  <dd><a href="https://docs.google.com/forms/d/e/1FAIpQLSfULDsPf_YlktXdc5RKBcxq2NOO9-utQz1yWg5wvyqDnGc93w/viewform?usp=header">Form 1</a></dd>
333  <dd><a href="https://docs.google.com/forms/d/e/1FAIpQLSeHLDVYgK1Hx8rYX59RjpJ7T4GI_7ecuwuglmuOW0mnpGaEPA/viewform?usp=header">Form 2</a></dd>
334  <dd><em>Reading</em>: <a href="https://data88e.org/textbook/content/00-intro/index.html" target="_blank">0</a></dd>
335</dl>
336
337</div>
338<h2 class="fs-4" id="week-2">
339  
340  
341    <a href="#week-2" class="anchor-heading" aria-labelledby="week-2"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 2
342  
343  
344</h2>
345    
346<div class="module">
347  <dl>
348  <dt>Sep 3</dt>
349  <dd><strong class="label label-yellow">2</strong> Demand</dd>
350  <dd>
351    <p><a href="https://docs.google.com/presentation/d/1SJrz6uhXXosGa-SGU8TPpoicqDjO7QszAUxCEx-e4OE/edit?usp=sharing" target="_blank">Slides</a></p>
352  </dd>
353  <dd><a href="https://forms.gle/g8ZeMULQze7dge7p6" target="_blank">Demand Survey</a></dd>
354  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec02%2FDemand_Steps_25.ipynb" target="_blank">Demand Step by Step</a></dd>
355  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec02%2FScannerData_Beer.ipynb">Scanner Data Beer</a></dd>
356  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec02%2FAvocados_demand.ipynb" target="_blank">Avocado Demand</a></dd>
357  <dd>
358    <p><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec02%2FAvocados_2.ipynb" target="_blank">Avocado 2</a></p>
359  </dd>
360  <dd>
361    <p><em>Reading</em>: <a href="https://data-88e.github.io/textbook/content/01-demand/index.html">1.0</a>, <a href="https://data-88e.github.io/textbook/content/01-demand/01-demand.html">1.1</a>, <a href="https://data-88e.github.io/textbook/content/01-demand/02-example.html">1.2</a>, <a href="https://data-88e.github.io/textbook/content/01-demand/03-log-log.html">1.3</a>, <a href="https://data-88e.github.io/textbook/content/01-demand/04-elasticity.html">1.4</a></p>
362  </dd>
363  <dd><strong class="label label-green">Lab 1</strong> <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flab%2Fstudent%2Flab01.ipynb" target="_blank">Lab 1: Demand</a> (due 9/9 at 11:59 PM)</dd>
364  <dd><strong class="label label-blue">Project</strong> <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Fproj%2Fproj01%2Fproj01.ipynb" target="_blank">Project 1: Airbnb</a> (due 9/23 at 11:59 PM)</dd>
365</dl>
366
367</div>
368<h2 class="fs-4" id="week-3">
369  
370  
371    <a href="#week-3" class="anchor-heading" aria-labelledby="week-3"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 3
372  
373  
374</h2>
375    
376<div class="module">
377  <dl>
378  <dt>Sep 10</dt>
379  <dd><strong class="label label-yellow">3</strong> Supply</dd>
380  <dd>
381    <p><a href="https://docs.google.com/presentation/d/193ZE03ujVx21660QuUA3jq3xwSzK4ZdcsR
381xz3xRX24E/edit?usp=sharing" target="_blank">Slides</a></p>
382  </dd>
383  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec03%2F3.0-CubicCostCurve.ipynb" target="_blank">Cubic Cost Curve</a></dd>
384  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec03%2F3.1-Supply.ipynb" target="_blank">3.1 Supply </a></dd>
385  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec03%2F3.2-sympy.ipynb" target="_blank">3.2 Sympy </a></dd>
386  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec03%2F3.3_Sympy_2.ipynb" target="_blank">3.3 Sympy 2 </a></dd>
387  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec03%2F3.3a-california-energy.ipynb" target="_blank">3.3a Cal Energy Game</a></dd>
388  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec03%2FCAISO_2024.ipynb" target="_blank">3.4 CAISO</a></dd>
389  <dd>
390    <p><em>Reading</em>: <a href="https://data-88e.github.io/textbook/content/02-supply/index.html">2.0</a>, <a href="https://data-88e.github.io/textbook/content/02-supply/01-supply.html">2.1</a>, <a href="https://data-88e.github.io/textbook/content/02-supply/02-eep147-example.html">2.2</a>, <a href="https://data-88e.github.io/textbook/content/02-supply/03-market-equilibria.html">2.3</a>, <a href="https://data-88e.github.io/textbook/content/02-supply/04-sympy.html">2.4</a></p>
391  </dd>
392  <dd><strong class="label label-green">Lab</strong> <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flab%2Flab02%2Flab02.ipynb" target="_blank">Lab 2: Supply</a> (due 9/16 at 11:59 PM)</dd>
393</dl>
394
395</div>
396<h2 class="fs-4" id="week-4">
397  
398  
399    <a href="#week-4" class="anchor-heading" aria-labelledby="week-4"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 4
400  
401  
402</h2>
403    
404<div class="module">
405  <dl>
406  <dt>Sep 17</dt>
407  <dd><strong class="label label-yellow">4</strong> Welfare &amp; Government Intervention</dd>
408  <dd>
409    <p><a href="https://docs.google.com/presentation/d/1zsTTMWAruOwphas4j2QYcWYGmvZqm5N8z-afNedYWSw/edit?usp=sharing" target="_blank">Slides</a></p>
410  </dd>
411  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec04%2Flec04-CSfromSurvey.ipynb" target="_blank">CS from Class Survey</a></dd>
412  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec04%2Flec04-CSfromSurvey.ipynb" target="_blank">CS - Welfare Effects</a></dd>
413  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec04%2Flec04-CSfromSurvey.ipynb" target="_blank">CS Four Plot </a></dd>
414  <dd><a href="" target="_blank">CS from Class Survey</a></dd>
415  <dd>
416    <p><em>Reading</em>: <a href="https://data-88e.github.io/textbook/content/03-public/index.html">3.0</a>, <a href="https://data-88e.github.io/textbook/content/03-public/taxes-subsidies.html">3.1</a>, <a href="https://data-88e.github.io/textbook/content/03-public/surplus.html">3.2</a>, <a href="https://data-88e.github.io/textbook/content/03-public/govt-intervention.html">3.3</a></p>
417  </dd>
418  <dd><strong class="label label-green">Lab</strong> <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flab%2Flab03%2Flab03.ipynb/" target="_blank">Lab 3: Taxes, Government Intervention, and Welfare</a> (due 9/23 at 11:59 PM)</dd>
419</dl>
420
421</div>
422<h2 class="fs-4" id="week-5">
423  
424  
425    <a href="#week-5" class="anchor-heading" aria-labelledby="week-5"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 5
426  
427  
428</h2>
429    
430<div class="module">
431  <dl>
432  <dt>Sep 24</dt>
433  <dd><strong class="label label-yellow">5</strong> Production GDP Cobb-Douglas</dd>
434  <dd>
435    <p><a href="https://docs.google.com/presentation/d/1P7ulAY1In7cSEv5ygZmrhNWyyejtPu4577PZ3Io82ik/edit?usp=sharing" target="_blank">Slides</a></p>
436  </dd>
437  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec05%2FLec5-CobbD-AER1928.ipynb" target="_blank">Cobb Douglas 1928 Journal Article</a></dd>
438  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec05%2FLec5-Cobb-Douglas.ipynb">CD-PennWT</a></dd>
439  <dd><em>Reading</em>: <a href="https://data-88e.github.io/textbook/content/04-production/index.html">4.0</a>, <a href="https://data-88e.github.io/textbook/content/04-production/production.html">4.1</a>, <a href="https://data-88e.github.io/textbook/content/04-production/shifts.html">4.2</a>, <a href="https://www.jstor.org/stable/1811556">(Optional) A Theory of Production by Cobb and Douglas</a></dd>
440  <dd><strong class="label label-green">Lab</strong> <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flab%2Flab04%2Flab04.ipynb" target="_blank">Lab 4: The Cobb-Douglas Production Function</a> (due 10/2 at 11:59 PM)</dd>
441  <dd><strong class="label label-blue">Project</strong>  <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Fproj%2Fproj02%2Fproj02.ipynb" target="_blank">Project 2: The Cobb-Douglas Production Function</a> (due 10/15 at 11:59 PM)</dd>
442</dl>
443
444</div>
445<h2 class="fs-4" id="week-6">
446  
447  
448    <a href="#week-6" class="anchor-heading" aria-labelledby="week-6"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 6
449  
450  
451</h2>
452    
453<div class="module">
454  <dl>
455  <dt>Oct 1</dt>
456  <dd><strong class="label label-yellow">6</strong> Utility</dd>
457  <dd><a href="https://docs.google.com/presentation/d/1JGjlCEA2NeYp7kbDJ-S17Vr5dVz2JWSwx16VlszhlSg/edit?usp=sharing" target="_blank">Slides</a></dd>
458  <dd><a href="https://chatgpt.com/g/g-68bf69519ef48191bd089ad617405187-data-88e-tutor" target="_blank">Data88E Tutor Custom GPT</a></dd>
459  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec06%2F6.1-Sympy-Differentiation.ipynb" target="_blank">6.1-Sympy Differnetiation</a></dd>
460  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec06%2F6.2-QuantEcon-Optimization.ipynb" target="_blank">6.2-QuantEcon_Optimization</a></dd>
461  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec06%2F6.3-3D-utility.ipynb" target="_blank">6.3-3D_Utility</a></dd>
462  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec06%2F6.4-latex.ipynb" target="_blank">6.4-Latex-MD</a></dd>
463  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec06%2F6.5-Edgeworth.ipynb" target="_blank">6.5-Edgeworth</a></dd>
464  <dd>
465    <p><em>Reading</em>: <a href="https://data-88e.github.io/textbook/content/05-utility/index.html">5.0</a>, <a href="https://data-88e.github.io/textbook/content/05-utility/utility.html">5.1</a>, <a href="https://data-88e.github.io/textbook/content/05-utility/budget-constraints.html">5.2</a>, <a href="https://www.overleaf.com/learn/latex/Learn_LaTeX_in_30_minutes">LaTeX (external)</a></p>
466  </dd>
467  <dd><strong class="label label-green">Lab</strong> <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flab%2Flab05%2Flab05.ipynb" target="_blank">Lab 5: Utility &amp; Latex</a> (due 10/7 at 11:59 PM)</dd>
468</dl>
469
470</div>
471<h2 class="fs-4" id="week-7">
472  
473  
474    <a href="#week-7" class="anchor-heading" aria-labelledby="week-7"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 7
475  
476  
477</h2>
478    
479<div class="module">
480  <dl>
481  <dt>Oct 8</dt>
482  <dd><strong class="label label-yellow">7</strong> Inequality</dd>
483  <dd><a href="https://docs.google.com/presentation/d/1pdtkZbyAd3PWQJMNEnFmEno6dsrfJcTRfafnEk6XHPo/edit?usp=sharing" target="_blank">Slides</a></dd>
484  <dd><a href="https://www.gapminder.org/dollar-street" target="_blank">Dollar Street Demo</a></dd>
485  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec07%2F7.1-inequality.ipynb" target="_blank">7.1_Inequality-1</a></dd>
486  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec07%2F7.2-historical-inequality.ipynb" target="_blank">7.2-Inequality-2</a></dd>
487  <dd><em>Reading</em>: <a href="https://data-88e.github.io/textbook/content/06-inequality/index.html">6.0</a>, <a href="https://data-88e.github.io/textbook/content/06-inequality/inequality.html">6.1</a>, <a href="https://data-88e.github.io/textbook/content/06-inequality/historical-inequality.html">6.2</a></dd>
488  <dd><strong class="label label-green">Lab</strong> <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flab%2Flab06%2Flab06.ipynb" target="_blank">Lab 6: Lorenz Curve</a> (due 10/14 at 11:59 PM)</dd>
489</dl>
490
491</div>
492<h2 class="fs-4" id="week-8">
493  
494  
495    <a href="#week-8" class="anchor-heading" aria-labelledby="week-8"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 8
496  
497  
498</h2>
499    
500<div class="module">
501  <dl>
502  <dt>Oct 15</dt>
503  <dd><strong class="label label-yellow">8</strong> Game Theory</dd>
504  <dd><a href="https://docs.google.com/presentation/d/1EdRCfOh4nxQGpcpvkvFhTLqFxb4sAi9m-eiBWsQXauc/edit?usp=sharing" target="_blank">Slides</a></dd>
505  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec08%2FLec8.1-TwoThirdsGame.ipynb" target="_blank">8.1_TwoThirdsGame</a></dd>
506  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec08%2FLec8.2-Three_Games.ipynb" target="_blank">8.2_ThreeGames</a></dd>
507  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec08%2FLec8.3-PD_MultiRoundGame.ipynb" target="_blank">8.3_PD_MultiRound</a></dd>
508  <dd>
509    <p><em>Reading</em>: <a href="https://data-88e.github.io/textbook/content/07-game-theory/index.html">7.0</a>, <a href="https://data-88e.github.io/textbook/content/07-game-theory/expected-utility.html#">7.1</a>, <a href="https://data-88e.github.io/textbook/content/07-game-theory/equilibria-oligopolies.html">7.2</a>, <a href="https://data-88e.github.io/textbook/content/07-game-theory/cournot.html">7.3</a>, <a href="https://data-88e.github.io/textbook/content/07-game-theory/bertrand.html">7.4</a>, <a href="https://data-88e.github.io/textbook/content/07-game-theory/python-classes.html">7.5</a></p>
510  </dd>
511  <dd>
512    <p><strong class="label label-green">Lab</strong> <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flab%2Flab07%2Flab07.ipynb" target="_blank">Lab 7: Game Theory</a> (due 10/21 at 11:59 PM)</p>
513  </dd>
514  <dd><strong class="label label-blue">Project</strong>  <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Fproj%2Fproj03%2Fproj03.ipynb" target="_blank">Project 3: Game Theory</a> (due 11/4 at 11:59 PM)</dd>
515</dl>
516
517</div>
518<h2 class="fs-4" id="week-9">
519  
520  
521    <a href="#week-9" class="anchor-heading" aria-labelledby="week-9"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 9
522  
523  
524</h2>
525    
526<div class="module">
527  <dl>
528  <dt>Oct 22</dt>
529  <dd><strong class="label label-yellow">9</strong> Development</dd>
530  <dd><a href="https://docs.google.com/presentation/d/1jrHG80f1Ft6idL3OrS7HFSmGFeA01n6qICjLirtirhM/edit?usp=sharing" target="_blank">Slides</a></dd>
531  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec09%2Flec9.1-mapping.ipynb" target="_blank">9.1_SpringsMapping</a></dd>
532  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec09%2FLec9.2-waterguard.ipynb" target="_blank">9.2_WaterGuard</a></dd>
533  <dd><em>Reading</em>: <a href="https://data88e.org/textbook/content/08-development/index.html">8.0</a></dd>
534  <dd><strong class="label label-green">Lab</strong> <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flab%2Flab08%2Flab08.ipynb" target="_blank">Lab 8: Waterguard</a> (due 10/28 at 11:59 PM)</dd>
535</dl>
536
537</div>
538<h2 class="fs-4" id="week-10">
539  
540  
541    <a href="#week-10" class="anchor-heading" aria-labelledby="week-10"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 10
542  
543  
544</h2>
545    
546<div class="module">
547  <dl>
548  <dt>Oct 29</dt>
549  <dd><strong class="label label-yellow">10</strong> Macroeconomic Policy</dd>
550  <dd><a href="https://docs.google.com/presentation/d/1lm-c5mHSAmHnmD8WWDhB6SkpFBFwF20Xl_yXoa1OajY/edit?usp=sharing" target="_blank">Slides</a></dd>
551  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec10%2Fmacro-fred-api.ipynb" target="_blank">10.1_Macro_Fred_API</a></dd>
552  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec10%2Flec10-Taylor.ipynb" target="_blank">10.2_Phillips_Taylor</a></dd>
553  <dd>
554    <p><em>Reading</em>: <a href="https://data-88e.github.io/textbook/content/09-macro/index.html">9.0</a>, <a href="https://data-88e.github.io/textbook/content/09-macro/Indicators.html">9.1</a>, <a href="https://data-88e.github.io/textbook/content/09-macro/CentralBanks.html">9.2</a>, <a href="https://data-88e.github.io/textbook/content/09-macro/is_curve.html">9.3</a>, <a href="https://data-88e.github.io/textbook/content/09-macro/phillips_curve.html">
5549.4</a>, <a href="https://data-88e.github.io/textbook/content/09-macro/fiscal_policy.html">9.5</a></p>
555  </dd>
556  <dd><strong class="label label-green">Lab</strong> <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flab%2Flab09%2Flab09.ipynb" target="_blank">Lab 9: Macroeconomic Policy</a> (due 11/04 at 11:59 PM)</dd>
557</dl>
558
559</div>
560<h2 class="fs-4" id="week-11">
561  
562  
563    <a href="#week-11" class="anchor-heading" aria-labelledby="week-11"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 11
564  
565  
566</h2>
567    
568<div class="module">
569  <dl>
570  <dt>Nov 5</dt>
571  <dd><strong class="label label-yellow">11</strong> Econometrics</dd>
572  <dd><a href="https://docs.google.com/presentation/d/1nmH9vi5y3TdBjI8CCupIbFY2gpO1UYA8XiWlkLb6oew/edit?usp=sharing" target="_blank">Slides</a></dd>
573  <dd><em>Reading</em>: <a href="https://data-88e.github.io/textbook/content/11-econometrics/index.html">11.0</a>, <a href="https://data-88e.github.io/textbook/content/11-econometrics/single-variable.html">11.1</a>, <a href="https://data-88e.github.io/textbook/content/11-econometrics/statsmodels.html">11.2</a>, <a href="https://data-88e.github.io/textbook/content/11-econometrics/multivariable.html">11.3</a>, <a href="https://data-88e.github.io/textbook/content/11-econometrics/reading-econ-papers.html">11.4</a></dd>
574  <dd><strong class="label label-blue">Project</strong>  <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Fproj%2Fproj04%2Fproj04.ipynb" target="_blank">Project 4: Econometrics</a> (due 12/02 at 11:59 PM)</dd>
575</dl>
576
577</div>
578<h2 class="fs-4" id="week-12">
579  
580  
581    <a href="#week-12" class="anchor-heading" aria-labelledby="week-12"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 12
582  
583  
584</h2>
585    
586<div class="module">
587  <dl>
588  <dt>Nov 12</dt>
589  <dd><strong class="label label-yellow">12</strong> Finance</dd>
590  <dd><a href="https://docs.google.com/presentation/d/1pz5Vl_DbVg6SFdrpOsCvZWNTrWBGxpxo7l003qupTyI/edit?usp=sharing" target="_blank">Slides</a></dd>
591  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec12%2Flec12-1_Interest_Payments.ipynb" target="_blank">12.1_Interest_Payments</a></dd>
592  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec12%2Flec12-2-stocks-options.ipynb" target="_blank">12.2_Stocks_Options</a></dd>
593  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec12%2Flec12-3-CAPM.ipynb" target="_blank">12.3_CAPM</a></dd>
594  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec12%2FLec12-4-PersonalFinance.ipynb" target="_blank">12.4_PersonalFinance</a></dd>
595  <dd><em>Reading</em>: <a href="https://data-88e.github.io/textbook/content/10-finance/index.html">10.0</a>, <a href="https://data-88e.github.io/textbook/content/10-finance/value-interest.html">10.1</a>, <a href="https://data-88e.github.io/textbook/content/10-finance/options.html">10.2</a></dd>
596  <dd><strong class="label label-green">Lab</strong> <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flab%2Flab10%2Flab10.ipynb" target="_blank">Lab 10: Finance</a> (due 11/18 at 11:59 PM)</dd>
597</dl>
598
599</div>
600<h2 class="fs-4" id="week-13">
601  
602  
603    <a href="#week-13" class="anchor-heading" aria-labelledby="week-13"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 13
604  
605  
606</h2>
607    
608<div class="module">
609  <dl>
610  <dt>Nov 19</dt>
611  <dd><strong class="label label-yellow">13</strong> Environmental Economics</dd>
612  <dd><a href="https://docs.google.com/presentation/d/1dNZHu33BCdqbr6vDGsVVWT8_73FI5bQ-1wes5LTuZfs/edit?usp=sharing" target="_blank">Slides</a></dd>
613  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec13%2F13.1_Co2_ClimateChange.ipynb" target="_blank">13.1_Co2_ClimateChange</a></dd>
614  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec13%2F13.2_EmissionsTracker.ipynb" target="_blank">13.2_EmissionsTracker</a></dd>
615  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec13%2F13.3_KuznetsHypothesis.ipynb" target="_blank">13.3_KuznetsHypothesis</a></dd>
616  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec13%2F13.4_RoslingPlots.ipynb" target="_blank">13.4_RoslingPlots</a></dd>
617  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec13%2F13.5_ConstructingMAC.ipynb" target="_blank">13.5_ConstructingMAC</a></dd>
618  <dd><em>Reading</em>: <a href="https://data-88e.github.io/textbook/content/12-environmental/index.html">12.0</a>, <a href="https://data-88e.github.io/textbook/content/12-environmental/textbook1.html">12.1</a>, <a href="https://data-88e.github.io/textbook/content/12-environmental/KuznetsHypothesis-Copy1.html">12.2</a></dd>
619  <dd><strong class="label label-green">Lab</strong> <a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flab%2Flab11%2Flab11.ipynb" target="_blank">Lab 11: Environmental Economics</a> (due 12/02 at 11:59 PM)</dd>
620</dl>
621
622</div>
623<h2 class="fs-4" id="week-14">
624  
625  
626    <a href="#week-14" class="anchor-heading" aria-labelledby="week-14"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 14
627  
628  
629</h2>
630    
631<div class="module">
632  <dl>
633  <dt>Nov 26</dt>
634  <dd><strong class="label label-yellow">14</strong> Holiday: No Class</dd>
635</dl>
636
637</div>
638<h2 class="fs-4" id="week-15">
639  
640  
641    <a href="#week-15" class="anchor-heading" aria-labelledby="week-15"><svg viewBox="0 0 16 16" aria-hidden="true"><use xlink:href="#svg-link"></use></svg></a> Week 15
642  
643  
644</h2>
645    
646<div class="module">
647  <dl>
648  <dt>Dec 3</dt>
649  <dd><strong class="label label-yellow">15</strong> Wrap-up and AI Lecture</dd>
650  <dd>
651    <p><a href="https://docs.google.com/presentation/d/1wO7kTHWm8AVBrJ2abvMVEt77HMyPFtvgGvHHvxrBscw/edit?usp=sharing" target="_blank">Slides</a></p>
652  </dd>
653  <dd><a href="course-evaluations.berkeley.edu" target="_blank">Course Evaluation</a></dd>
654  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec14%2FOpenAI_API_Dec2025.ipynb" target="_blank">14.1_OpenAI</a></dd>
655  <dd><a href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa25-student&amp;branch=main&amp;urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec14%2FGPT4All_SmallLM_Demo_Dec25.ipynb" target="_blank">14.2_GPT4All</a></dd>
656</dl>
657
658</div>
659
660          
661
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