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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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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 & 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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&urlpath=lab%2Ftree%2Ffa25-student%2Flab%2Flab05%2Flab05.ipynb" target="_blank">Lab 5: Utility & 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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&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&branch=main&urlpath=lab%2Ftree%2Ffa25-student%2Flec%2Flec14%2FGPT4All_SmallLM_Demo_Dec25.ipynb" target="_blank">14.2_GPT4All</a></dd> 656</dl> 657 658</div> 659 660 661 662 663 </main> 664 665 666 <hr> 667 <footer> 668 669 <p><a href="#top" id="back-to-top">Back to Top</a></p> 670 671 672 <!-- This file comes from Just The Docs. 673 This footer should be included on all EECS/DS sites. 674--><p class="text-small text-grey-dk-100 my-1"> 675 <a rel="nofollow noopener" href="https://dap.berkeley.edu/get-help/report-web-accessibility-issue" target="_blank" class="pr-2">Accessibility</a> 676 <a rel="nofollow noopener" href="https://ophd.berkeley.edu/policies-and-procedures/nondiscrimination-policy-statement" target="_blank" class="px-2">Nondiscrimination</a> 677</p> 678 679<!-- Use this to add additional content. --> 680<p class="text-small text-lighter m-0"> 681 Copyright ©2026, Regents of the University of California and respective authors. 682</p> 683 684<p class="fs-1 text-lighter my-1"> 685 This site is built following the <a href="https://github.com/berkeley-cdss/berkeley-class-site" target="_blank" rel="noopener">Berkeley Class Site</a> template, which is generously based on the <a href="https://github.com/kevinlin1/just-the-class" target="_blank" rel="noopener">Just the Class</a>, and <a href="https://github.com/just-the-docs/just-the-docs" target="_blank" rel="noopener">Just the Docs</a> templates. 686</p> 687 688 689 690 <div class="d-flex mt-2"> 691 692 693 </div> 694 695 </footer> 696 697 698 </div> 699 </div> 700 701 702 703<div class="search-overlay"></div> 704 705 706 </div> 707 708 709</body> 710</html> 711
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