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md-nav__container"> 1081 <a href="../course/2022/" class="md-nav__link "> 1082 1083 1084 1085 <span class="md-ellipsis"> 1086 1087 1088 FSDL 2022 1089 1090 1091 1092 </span> 1093 1094 1095 1096 </a> 1097 1098 1099 <label class="md-nav__link " for="__nav_4_1" id="__nav_4_1_label" tabindex="0"> 1100 <span class="md-nav__icon md-icon"></span> 1101 </label> 1102 1103 </div> 1104 1105 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_1_label" aria-expanded="false"> 1106 <label class="md-nav__title" for="__nav_4_1"> 1107 <span class="md-nav__icon md-icon"></span> 1108 1109 1110 FSDL 2022 1111 1112 1113 </label> 1114 <ul class="md-nav__list" data-md-scrollfix> 1115 1116 1117 1118 1119 1120 1121 1122 <li class="md-nav__item"> 1123 <a href="../course/2022/lecture-1-course-vision-and-when-to-use-ml/" class="md-nav__link"> 1124 1125 1126 1127 <span class="md-ellipsis"> 1128 1129 1130 Lecture 1: Course Vision and When to Use ML 1131 1132 1133 1134 </span> 1135 1136 1137 1138 </a> 1139 </li> 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 <li class="md-nav__item"> 1151 <a href="../course/2022/lab-0-overview/" class="md-nav__link"> 1152 1153 1154 1155 <span class="md-ellipsis"> 1156 1157 1158 Lab Overview 1159 1160 1161 1162 </span> 1163 1164 1165 1166 </a> 1167 </li> 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 <li class="md-nav__item"> 1179 <a href="../course/2022/lecture-2-development-infrastructure-and-tooling/" class="md-nav__link"> 1180 1181 1182 1183 <span class="md-ellipsis"> 1184 1185 1186 Lecture 2: Development Infrastructure & Tooling 1187 1188 1189 1190 </span> 1191 1192 1193 1194 </a> 1195 </li> 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 <li class="md-nav__item"> 1207 <a href="../course/2022/lab-4-experiment-management/" class="md-nav__link"> 1208 1209 1210 1211 <span class="md-ellipsis"> 1212 1213 1214 Lab 4: Experiment Management 1215 1216 1217 1218 </span> 1219 1220 1221 1222 </a> 1223 </li> 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 <li class="md-nav__item"> 1235 <a href="../course/2022/lecture-3-troubleshooting-and-testing/" class="md-nav__link"> 1236 1237 1238 1239 <span class="md-ellipsis"> 1240 1241 1242 Lecture 3: Troubleshooting & Testing 1243 1244 1245 1246 </span> 1247 1248 1249 1250 </a> 1251 </li> 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 <li class="md-nav__item"> 1263 <a href="../course/2022/lab-5-troubleshooting-and-testing/" class="md-nav__link"> 1264 1265 1266 1267 <span class="md-ellipsis"> 1268 1269 1270 Lab 5: Troubleshooting & Testing 1271 1272 1273 1274 </span> 1275 1276 1277 1278 </a> 1279 </li> 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 <li class="md-nav__item"> 1291 <a href="../course/2022/lecture-4-data-management/" class="md-nav__link"> 1292 1293 1294 1295 <span class="md-ellipsis"> 1296 1297 1298 Lecture 4: Data Management 1299 1300 1301 1302 </span> 1303 1304 1305 1306 </a> 1307 </li> 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 <li class="md-nav__item"> 1319 <a href="../course/2022/lab-6-data-annotation/" class="md-nav__link"> 1320 1321 1322 1323 <span class="md-ellipsis"> 1324 1325 1326 Lab 6: Data Annotation 1327 1328 1329 1330 </span> 1331 1332 1333 1334 </a> 1335 </li> 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 <li class="md-nav__item"> 1347 <a href="../course/2022/lecture-5-deployment/" class="md-nav__link"> 1348 1349 1350 1351 <span class="md-ellipsis"> 1352 1353 1354 Lecture 5: Deployment 1355
1356 1357 1358 </span> 1359 1360 1361 1362 </a> 1363 </li> 1364 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 <li class="md-nav__item"> 1375 <a href="../course/2022/lab-7-web-deployment/" class="md-nav__link"> 1376 1377 1378 1379 <span class="md-ellipsis"> 1380 1381 1382 Lab 7: Web Deployment 1383 1384 1385 1386 </span> 1387 1388 1389 1390 </a> 1391 </li> 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 <li class="md-nav__item"> 1403 <a href="../course/2022/lecture-6-continual-learning/" class="md-nav__link"> 1404 1405 1406 1407 <span class="md-ellipsis"> 1408 1409 1410 Lecture 6: Continual Learning 1411 1412 1413 1414 </span> 1415 1416 1417 1418 </a> 1419 </li> 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 <li class="md-nav__item"> 1431 <a href="../course/2022/lab-8-model-monitoring/" class="md-nav__link"> 1432 1433 1434 1435 <span class="md-ellipsis"> 1436 1437 1438 Lab 8: Model Monitoring 1439 1440 1441 1442 </span> 1443 1444 1445 1446 </a> 1447 </li> 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 <li class="md-nav__item"> 1459 <a href="../course/2022/lecture-7-foundation-models/" class="md-nav__link"> 1460 1461 1462 1463 <span class="md-ellipsis"> 1464 1465 1466 Lecture 7: Foundation Models 1467 1468 1469 1470 </span> 1471 1472 1473 1474 </a> 1475 </li> 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 <li class="md-nav__item"> 1487 <a href="../course/2022/lecture-8-teams-and-pm/" class="md-nav__link"> 1488 1489 1490 1491 <span class="md-ellipsis"> 1492 1493 1494 Lecture 8: ML Teams and Project Management 1495 1496 1497 1498 </span> 1499 1500 1501 1502 </a> 1503 </li> 1504 1505 1506 1507 1508 1509 1510 1511 1512 1513 1514 <li class="md-nav__item"> 1515 <a href="../course/2022/lecture-9-ethics/" class="md-nav__link"> 1516 1517 1518 1519 <span class="md-ellipsis"> 1520 1521 1522 Lecture 9: Ethics 1523 1524 1525 1526 </span> 1527 1528 1529 1530 </a> 1531 </li> 1532 1533 1534 1535 1536 1537 1538 1539 1540 1541 1542 <li class="md-nav__item"> 1543 <a href="../course/2022/project-showcase/" class="md-nav__link"> 1544 1545 1546 1547 <span class="md-ellipsis"> 1548 1549 1550 Project Showcase 1551 1552 1553 1554 </span> 1555 1556 1557 1558 </a> 1559 </li> 1560 1561 1562 1563 1564 1565 1566 1567 1568 1569 1570 <li class="md-nav__item"> 1571 <a href="../course/2022/announcement/" class="md-nav__link"> 1572 1573 1574 1575 <span class="md-ellipsis"> 1576 1577 1578 Course Announcement 1579 1580 1581 1582 </span> 1583 1584 1585 1586 </a> 1587 </li> 1588 1589 1590 1591 1592 </ul> 1593 </nav> 1594 1595 </li> 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 <li class="md-nav__item md-nav__item--nested"> 1615 1616 1617 1618 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_2" > 1619 1620 1621 <label class="md-nav__link" for="__nav_4_2" id="__nav_4_2_label" tabindex="0"> 1622 1623 1624 1625 <span class="md-ellipsis"> 1626 1627 1628 Older 1629 1630 1631 1632 </span> 1633 1634 1635 1636 <span class="md-nav__icon md-icon"></span> 1637 </label> 1638 1639 <nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_2_label" aria-expanded="false"> 1640 <label class="md-nav__title" for="__nav_4_2"> 1641 <span class="md-nav__icon md-icon"></span> 1642 1643 1644 Older 1645 1646 1647 </label> 1648 <ul class="md-nav__list" data-md-scrollfix> 1649 1650 1651 1652 1653 1654 1655 1656 1657 1658 1659 1660 1661 1662 1663 1664 <li class="md-nav__item md-nav__item--nested"> 1665 1666 1667 1668 <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_2_1" > 1669 1670 1671 <div class="md-nav__link md-nav__container"> 1672 <a href="../spring2021/" class="md-nav__link "> 1673 1674 1675 1676 <span class="md-ellipsis"> 1677 1678 1679 FSDL 2021 1680 1681 1682 1683 </span> 1684 1685 1686 1687 </a> 1688 1689 1690 <label class="md-nav__link " for="__nav_4_2_1" id="__nav_4_2_1_label" tabindex="0">
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2085 Lecture 6: MLOps Infrastructure & Tooling 2086 2087 2088 2089 </span> 2090 2091 2092 2093 </a> 2094 </li> 2095 2096 2097 2098 2099 2100 2101 2102 2103 2104 2105 <li class="md-nav__item"> 2106 <a href="../spring2021/lab-5/" class="md-nav__link"> 2107 2108 2109 2110 <span class="md-ellipsis"> 2111 2112 2113 Lab 5: Experiment Management 2114 2115 2116 2117 </span> 2118 2119 2120 2121 </a> 2122 </li> 2123 2124 2125 2126 2127 2128 2129 2130 2131 2132 2133 <li class="md-nav__item"> 2134 <a href="../spring2021/lecture-7/" class="md-nav__link"> 2135 2136 2137 2138 <span class="md-ellipsis"> 2139 2140 2141 Lecture 7: Troubleshooting Deep Neural Networks 2142 2143 2144 2145 </span> 2146 2147 2148 2149 </a> 2150 </li> 2151 2152 2153 2154 2155 2156 2157 2158 2159 2160 2161 <li class="md-nav__item"> 2162 <a href="../spring2021/lecture-8/" class="md-nav__link"> 2163 2164 2165 2166 <span class="md-ellipsis"> 2167 2168 2169 Lecture 8: Data Management 2170 2171 2172 2173 </span> 2174 2175 2176 2177 </a> 2178 </li> 2179 2180 2181 2182 2183 2184 2185 2186 2187 2188 2189 <li class="md-nav__item"> 2190 <a href="../spring2021/lab-6/" class="md-nav__link"> 2191 2192 2193 2194 <span class="md-ellipsis"> 2195 2196 2197 Lab 6: Data Labeling 2198 2199 2200 2201 </span> 2202 2203 2204 2205 </a> 2206 </li> 2207 2208 2209 2210 2211 2212 2213 2214 2215 2216 2217 <li class="md-nav__item"> 2218 <a href="../spring2021/lecture-9/" class="md-nav__link"> 2219 2220 2221 2222 <span class="md-ellipsis"> 2223 2224 2225 Lecture 9: AI Ethics 2226 2227 2228 2229 </span> 2230 2231 2232 2233 </a> 2234 </li> 2235 2236 2237 2238 2239 2240 2241 2242 2243 2244 2245 <li class="md-nav__item"> 2246 <a href="../spring2021/lab-7/" class="md-nav__link"> 2247 2248 2249 2250 <span class="md-ellipsis"> 2251 2252 2253 Lab 7: Paragraph Recognition 2254 2255 2256 2257 </span> 2258 2259 2260 2261 </a> 2262 </li> 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 2273 <li class="md-nav__item"> 2274 <a href="../spring2021/lecture-10/" class="md-nav__link"> 2275 2276 2277 2278 <span class="md-ellipsis"> 2279 2280 2281 Lecture 10: Testing & Explainability 2282 2283 2284 2285 </span> 2286 2287 2288 2289 </a> 2290 </li> 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300 2301 <li class="md-nav__item"> 2302 <a href="../spring2021/lab-8/" class="md-nav__link"> 2303 2304 2305 2306 <span class="md-ellipsis"> 2307 2308 2309 Lab 8: Testing & CI 2310 2311 2312 2313 </span> 2314 2315 2316 2317 </a> 2318 </li> 2319 2320 2321 2322 2323 2324 2325 2326 2327 2328 2329 <li class="md-nav__item"> 2330 <a href="../spring2021/lecture-11/" class="md-nav__link"> 2331 2332 2333 2334 <span class="md-ellipsis"> 2335 2336 2337 Lecture 11: Deployment & Monitoring 2338 2339 2340 2341 </span> 2342 2343 2344 2345 </a> 2346 </li> 2347 2348 2349 2350 2351 2352 2353 2354 2355 2356 2357 <li class="md-nav__item"> 2358 <a href="../spring2021/lab-9/" class="md-nav__link"> 2359 2360 2361 2362 <span class="md-ellipsis"> 2363 2364 2365 Lab 9: Web Deployment 2366 2367 2368 2369 </span> 2370 2371 2372 2373 </a> 2374 </li> 2375 2376 2377 2378 2379 2380 2381 2382 2383 2384 2385 <li class="md-nav__item"> 2386 <a href="../spring2021/lecture-12/" class="md-nav__link"> 2387 2388 2389 2390 <span class="md-ellipsis"> 2391 2392 2393 Lecture 12: Research Directions 2394 2395 2396 2397 </span> 2398 2399 2400 2401 </a> 2402 </li> 2403 2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 <li class="md-nav__item"> 2414 <a href="../spring2021/lecture-13/" class="md-nav__link"> 2415 2416 2417 2418 <span class="md-ellipsis"> 2419 2420 2421 Lecture 13: ML Teams and Startups 2422 2423 2424 2425 </span> 2426 2427 2428 2429 </a> 2430 </li> 2431 2432 2433 2434 2435 2436 2437 2438 2439 2440 2441 <li class="md-nav__item"> 2442 <a href="../spring2021/panel/" class="md-nav__link"> 2443 2444 2445 2446 <span class="md-ellipsis"> 2447 2448 2449 Panel Discussion: Do I need a PhD to work in ML? 2450 2451 2452 2453 </span> 2454 2455 2456 2457 </a> 2458 </li> 2459 2460 2461 2462 2463 </ul> 2464 </nav> 2465 2466 </li> 2467 2468 2469 2470 2471 2472 2473 2474 2475 2476 2477 <li class="md-nav__item"> 2478 <a href="https://bit.ly/berkeleyfsdl" class="md-nav__link"> 2479 2480 2481 2482 <span class="md-ellipsis"> 2483 2484 2485 FSDL 2021 (Berkeley) 2486 2487 2488 2489 </span> 2490 2491 2492 2493 </a> 2494 </li> 2495 2496 2497 2498 2499 2500 2501 2502 2503 2504 2505 <li class="md-nav__item"> 2506 <a href="https://bit.ly/uwfsdl" class="md-nav__link"> 2507 2508 2509 2510 <span class="md-ellipsis"> 2511 2512 2513 FSDL 2020 (UW) 2514 2515 2516 2517 </span> 2518 2519 2520 2521 </a> 2522 </li> 2523 2524 2525 2526 2527 2528 2529 2530 2531 2532 2533 <li class="md-nav__item"> 2534 <a href="https://fall2019.fullstackdeeplearning.com" class="md-nav__link"> 2535 2536 2537 2538 <span class="md-ellipsis"> 2539 2540 2541 FSDL 2019 (Online) 2542 2543 2544 2545 </span> 2546 2547 2548 2549 </a> 2550 </li> 2551 2552 2553 2554 2555 2556 2557 2558 2559 2560 2561 <li class="md-nav__item"> 2562 <a href="/march2019.html" class="md-nav__link"> 2563 2564 2565 2566 <span class="md-ellipsis"> 2567 2568 2569 FSDL 2019 (Bootcamp) 2570 2571 2572 2573 </span> 2574 2575 2576 2577 </a> 2578 </li> 2579 2580 2581 2582 2583 2584 2585 2586 2587 2588 2589 <li class="md-nav__item"> 2590 <a href="/august2018.html" class="md-nav__link"> 2591 2592 2593 2594 <span class="md-ellipsis"> 2595 2596
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Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.