-
Notifications
You must be signed in to change notification settings - Fork 14
/
Copy pathindex.html
1289 lines (1257 loc) · 58.2 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
<!DOCTYPE html>
<html lang="en">
<head>
<title>Data 8</title>
<!-- Latest compiled and minified Bootstrap CSS -->
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha384-BVYiiSIFeK1dGmJRAkycuHAHRg32OmUcww7on3RYdg4Va+PmSTsz/K68vbdEjh4u" crossorigin="anonymous">
<link rel="stylesheet" href="./theme/css/main.css" />
</head>
<body id="index" class="home">
<nav class="navbar navbar-default navbar-fixed-top">
<div class="container">
<div class="navbar-header">
<button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false" aria-controls="navbar">
<span class="sr-only">Toggle navigation</span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="./">
Data 8 Fall 2018
</a>
</div>
<div id="navbar" class="collapse navbar-collapse">
<ul class="nav navbar-nav">
<li><a href="./faq.html">FAQ</a></li>
<li><a href="./office-hours.html">Office Hours</a></li>
<li><a href="./policies.html">Policies</a></li>
<li><a href="./schedule.html">Schedule</a></li>
<li><a href="./staff.html">Staff</a></li>
<li class="dropdown">
<a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Resources <span class="caret"></span></a>
<ul class="dropdown-menu">
<li><a href="./materials.html">Materials</a></li>
<li><a href="./python-reference.html">Python Reference</a></li>
</ul>
</li>
<li class="dropdown">
<a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Links <span class="caret"></span></a>
<ul class="dropdown-menu">
<li><a href="http://data8.org/connector/">Connectors</a></li>
<li><a href="http://datahub.berkeley.edu/">DataHub</a></li>
<li><a href="http://data8.org/datascience/">Datascience Docs</a></li>
<li><a href="https://piazza.com/berkeley/fall2018/data8">Piazza</a></li>
<li><a href="http://data.berkeley.edu">Berkeley Division of Data Sciences</a></li>
</ul>
</li>
</ul>
</div><!--/.nav-collapse -->
</div>
</nav>
<div class="container">
<section id="content">
<h2>Announcements</h2>
<div id="announcements">
<div class="announcement" id='announcement-0'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Mon 03 December 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>
<p>The final exam will be on Thursday, 12/13 from 7PM to 10PM. Check out the <a href="https://piazza.com/class/ji0gwp9m57omr?cid=1604">preparation post on Piazza</a>, and stay tuned with an email about your exam location and seat assignment.</p>
</li>
<li>
<p>Office hours this week will be held as normal on Monday and Tuesday.</p>
</li>
<li>
<p>There will be no official tutoring sessions this week.</p>
</li>
<li>
<p>Please take our <a href="https://goo.gl/forms/REx3gHKVRNjpxlWu1">end-of-semester survey</a> and the <a href="https://course-evaluations.berkeley.edu">official course evaluations</a> by next Friday, 12/7. If 85% of the class fills out our end-of-semester survey <em>and</em> the official Berkeley course evaluations, you all get a point back on the final exam.</p>
</li>
<li>
<p>Stay tuned for project 2 grades this week and a semifinal grade report next week.</p>
</li>
</ul>
</div>
<div class="announcement" id='announcement-1'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Wed 28 November 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>
<p>HW12 is due tomorrow (11/29) at 11:59pm. Project 3 is due Friday (11/30) at 11:59pm.</p>
</li>
<li>
<p>Please take our <a href="https://goo.gl/forms/REx3gHKVRNjpxlWu1">end-of-semester survey</a> by next Friday, 12/7. If 85% of the class fills out our end-of-semester survey <em>and</em> the official Berkeley course evaluations, you all get a point back on the final exam.</p>
</li>
<li>
<p>Please come to lecture Friday, 11/28. We will be doing official Berkeley course evaluations in class.</p>
</li>
<li>
<p>Make-up lecture next Monday, 12/3, here, 150 Wheeler, at 9am.</p>
</li>
<li>
<p>We will hold final exam reviews on Wednesday 12/5 and Friday 12/7, here, 150 Wheeler, 9-10am. Optional, no new material will be covered.</p>
</li>
<li>
<p>Some office hour locations this week have changed. Find the latest info at the <a href="http://data8.org/fa18/office-hours.html">office hours page</a>.</p>
</li>
</ul>
</div>
<div class="announcement" id='announcement-2'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Mon 26 November 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>
<p>We updated Project 3 to correct mistakes in Q2.1.4 and Q2.1.5. Please get the updated copy by following <a href="https://piazza.com/class/ji0gwp9m57omr?cid=1311">our instructions on Piazza</a>.</p>
</li>
<li>
<p>Some office hour locations this week have changed. Find the latest info at the <a href="http://data8.org/fa18/office-hours.html">office hours page</a>.</p>
</li>
<li>
<p>The course schedule has been updated to reflect the last few weeks' cancellations. Lecture will continue through next Monday, 12/3.</p>
</li>
</ul>
</div>
<div class="announcement" id='announcement-3'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Wed 14 November 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>We updated Project 3, to correct mistakes in Q2.1.4 and Q2.1.5. Please get the updated copy by following <a href="https://piazza.com/class/ji0gwp9m57omr?cid=1311">our instructions on Piazza</a>.</li>
</ul>
</div>
<div class="announcement" id='announcement-4'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Fri 09 November 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>Project 3 will be released this weekend.</li>
</ul>
</div>
<div class="announcement" id='announcement-5'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Mon 05 November 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>
<p>Project 1 grades have been released. Regrade requests are due on Wednesday 11/7.</p>
</li>
<li>
<p>There are still a few open spots for small-group tutoring sections. To find more info and to sign up, check out the <a href="https://piazza.com/class/ji0gwp9m57omr?cid=945">post on Piazza</a></p>
</li>
<li>
<p>Ramesh's Tuesday office hours this week have been moved to Thursday. As always, you can check the <a href="http://data8.org/fa18/office-hours.html">office hours page</a> for up-to-date info.</p>
</li>
<li>
<p><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw10/hw10.ipynb">Homework 10</a> is due this Thursday. You can submit it early on Wednesday for a bonus point.</p>
</li>
</ul>
</div>
<div class="announcement" id='announcement-6'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Mon 29 October 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>
<p><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/project/project2/project2.ipynb">Project 2</a> is due this Friday. You can submit it early on Thursday for a bonus point.</p>
</li>
<li>
<p><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw09/hw09.ipynb">Homework 9</a> is due this Thursday. You can submit it early on Wednesday for a bonus point.</p>
</li>
<li>
<p>Many of this week's office hours have been moved to the Garbarini lounge. See <a href="https://piazza.com/class/ji0gwp9m57omr?cid=263">Piazza</a> for more on how to find the room, and be sure to check the <a href="http://data8.org/fa18/office-hours.html">office hours page</a> for up-to-date info on locations.</p>
</li>
</ul>
</div>
<div class="announcement" id='announcement-7'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Mon 22 October 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>
<p><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/project/project2/project2.ipynb">Project 2</a> is out. You will work on it in lab this week.</p>
</li>
<li>
<p><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw08/hw08.ipynb">Homework 8</a> is due this Thursday. </p>
</li>
</ul>
</div>
<div class="announcement" id='announcement-8'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Fri 19 October 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>Sign-ups for tutoring will open today at 11am: https://piazza.com/class/ji0gwp9m57omr?cid=945.</li>
</ul>
</div>
<div class="announcement" id='announcement-9'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Mon 15 October 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>
<p>Midterm grades are <a href="https://piazza.com/class/ji0gwp9m57omr?cid=922">now available</a>. Regrade requests are due Sunday, 10/21, at 11:59pm; see the link for details.</p>
</li>
<li>
<p>No homework this week.</p>
</li>
</ul>
</div>
<div class="announcement" id='announcement-10'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Fri 12 October 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>The midterm is tonight at 7pm.</li>
<li>If you haven't received an email with your midterm seat assignment and location, please contact Emma Jaeger immediately.</li>
</ul>
</div>
<div class="announcement" id='announcement-11'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Wed 10 October 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>
<p>Don't forget - <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw07/hw07.ipynb">homework 7</a> is tonight!</p>
</li>
<li>
<p>Please take our <a href="https://goo.gl/forms/stx06SR8Vw15BQNt1">mid-semester survey</a>! This is very helpful to us in improving the course -- we hope you'll fill it out. Deadline: Thursday at 11:59pm.</p>
</li>
<li>
<p>Midterm review session tonight, Wednesday, 8:00-9:30pm in 2050 Valley Life Sciences Building (VLSB).</p>
</li>
<li>
<p>The <a href="https://piazza.com/class/ji0gwp9m57omr?cid=744">midterm</a> is this Friday, 10/12, at 7pm. <a href="https://piazza.com/class/ji0gwp9m57omr?cid=689">Study</a>! Some advice on midterm prep: Read through the textbook on any topics you are fuzzy on. Take a practice midterm. Watch the video walkthrough for solutions if you want. See what topics you need more help on. Sleep well on Thursday night!</p>
</li>
</ul>
</div>
<div class="announcement" id='announcement-12'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Mon 08 October 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>
<p><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw07/hw07.ipynb">Homework 7</a> is due Wednesday, 10/10, at 11:59pm (a day earlier than usual). Don't forget to submit!</p>
</li>
<li>
<p>Please take our <a href="https://goo.gl/forms/stx06SR8Vw15BQNt1">mid-semester survey</a>! This is very helpful to us in improving the course -- we hope you'll fill it out. Deadline: Wednesday, 10/10, at 11:59pm.</p>
</li>
<li>
<p>Homework 5 grades are <a href="https://piazza.com/class/ji0gwp9m57omr?cid=787">now out</a>. Regrades due Wed 10/10 at 11:59pm, so check over your grades now.</p>
</li>
<li>
<p>The <a href="https://piazza.com/class/ji0gwp9m57omr?cid=744">midterm</a> is this Friday, 10/12, at 7pm. This is a good time to <a href="https://piazza.com/class/ji0gwp9m57omr?cid=689">start studying</a> for the midterm. We will have review in lab this week, and a review session on Wednesday evening, 8:00-9:30pm in 2050 Valley Life Sciences Building (VLSB).</p>
</li>
</ul>
</div>
<div class="announcement" id='announcement-13'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Wed 03 October 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>Homework 7 will be released tomorrow (Thursday) night, and
will be due on Wednesday 10/10 at 11:59pm -- a day early.</li>
</ul>
</div>
<div class="announcement" id='announcement-14'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Wed 26 September 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>Regrade requests: see <a href="https://piazza.com/class/ji0gwp9m57omr?cid=225">here</a>. Regrade requests should be submitted on Gradescope or emailed to your lab TA (not posted on Piazza).</li>
</ul>
</div>
<div class="announcement" id='announcement-15'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Mon 24 September 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>Many office hours have changed location this week because of
anticipated demand, so please check the location listed on the
<a href="http://data8.org/fa18/office-hours.html">website</a> before going.</li>
</ul>
</div>
<div class="announcement" id='announcement-16'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Mon 17 September 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/project/project1/project1.ipynb">Project 1</a> is released. Checkpoint is due Friday 9/21; project is due Friday 9/28. You may work with a partner from your lab.</li>
<li>To get credit for checkpoint for Project 1, finish the first 8 questions before the checkpoint date, 9/21, and submit the project! The submit cell is at the bottom of the project.</li>
<li><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw04/hw04.ipynb">HW 4</a> is due Thurs, 9/20 at midnight. Get an extra credit point by submitting before Wed, 9/19, at midnight!</li>
<li>Lab this week will be Project 1 work time! There will be no standalone programming lab assignment this week.</li>
<li>I made a mistake in lecture on Monday; see <a href="https://piazza.com/class/ji0gwp9m57omr?cid=418">here</a> for explanation.</li>
</ul>
</div>
<div class="announcement" id='announcement-17'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Fri 07 September 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>Tutoring sign-ups will be released Saturday noon. Tutoring will start next Monday.</li>
<li>Office hours today 10-12 are in a new location, <a href="https://piazza.com/class/ji0gwp9m57omr?cid=263">Garbarini Lounge</a>.</li>
</ul>
</div>
<div class="announcement" id='announcement-18'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Wed 05 September 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>
<p>Some office hour locations have shifted; check our <a href="http://data8.org/fa18/office-hours.html">calendar</a>.</p>
</li>
<li>
<p>If you are on the waitlist: either complete and submit labs by Wednesday 8:59am with all tests passing 100%; or complete your lab and go to office hours on Friday to get checked off.</p>
</li>
</ul>
</div>
<div class="announcement" id='announcement-19'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Fri 24 August 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>
<p>Homework 1 is due next Thursday, 8/30, at 11:59pm. You will receive a bonus point if you finish it a day early.</p>
</li>
<li>
<p>Office hours will be held starting Monday. See our <a href="office-hours.html">schedule</a>.</p>
</li>
<li>
<p>Students on the waitlist, please attend <a href="https://piazza.com/class/ji0gwp9m57omr?cid=45">an overflow lab on Sunday</a> (or do lab 01 on your own).</p>
</li>
<li>
<p>Students on the waitlist, please attend <a href="https://piazza.com/class/ji0gwp9m57omr?cid=45">overflow lecture on Sunday</a> at 3pm in Pimental.</p>
</li>
</ul>
</div>
<div class="announcement" id='announcement-20'>
<ul class="pager">
<li class='announcement-btn-older'>
<a>
<span class="glyphicon glyphicon-menu-left" aria-hidden="true"></span>
older
</a>
</li>
<li>
<span class="announcement-date">Wed 22 August 2018</span>
</li>
<li class='announcement-btn-newer'>
<a>
newer
<span class="glyphicon glyphicon-menu-right" aria-hidden="true"></span>
</a>
</li>
</ul>
<ul>
<li>Welcome to the start of the semester! Please <a href="https://piazza.com/berkeley/fall2018/data8">sign up for Piazza</a>. We'll use it to answer questions, post announcements, and more.</li>
<li>Lecture is in Zellerbach Hall this week!</li>
<li>Lab starts this week, bring a laptop and get ready to learn! </li>
<li>Sign up for one of our <a href="http://data8.org/connector/">connector courses</a>.</li>
</ul>
</div>
</div><!-- /#posts-list -->
<h2>Calendar</h2>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><strong>Instructors</strong>: Ramesh Sridharan and David Wagner</p>
<p><strong>Lecture</strong>: MWF 9am-10am in 150 Wheeler</p>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="output_wrapper">
<div class="output">
<div class="output_area">
<div class="output_html rendered_html output_subarea output_execute_result">
<div class="calendar">
<table>
<tr>
<td class="header">Date</td>
<td class="header">Topic</td>
<td class="header">Lecture</td>
<td class="header">Reading</td>
<td class="header">Assignment</td>
</tr>
<tr class="wednesday">
<td>
Wed 8/22
</td><td>
Introduction
</td><td>
<a href="https://docs.google.com/presentation/d/1YpOglUrfmcQf-_kfx-0AMxhp3bprBsyJ_It22-eV1fU/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec01.ipynb">Demos</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/01/1/intro.html">1.1</a>, <a href="https://www.inferentialthinking.com/chapters/01/2/why-data-science.html">1.2</a>, <a href="https://www.inferentialthinking.com/chapters/01/3/plotting-the-classics.html">1.3</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/lab/lab01/lab01.ipynb">Lab 01: Expressions</a></div>
</td></tr>
<tr class="friday">
<td>
Fri 8/24
</td><td>
Cause and Effect
</td><td>
<a href="https://docs.google.com/presentation/d/1EBo9Bqlb2lVrJuNBsnH8vgSrHHA04Dps9NiNhDqjaP4/edit?usp=sharing">Slides</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/02/causality-and-experiments.html">2</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw01/hw01.ipynb">Homework 01</a> (Due Thu 8/30)</div>
</td></tr>
<tr class="monday">
<td>
Mon 8/27
</td><td>
Tables
</td><td>
<a href="https://docs.google.com/presentation/d/1TT-rjKVs9jpOaLvOTbPNxcnF2JK73PBDmyOeZOEp0I4/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec03.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=BJ-6_nkVmOM">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/03/programming-in-python.html">3</a>
</td><td>
</td></tr>
<tr class="wednesday">
<td>
Wed 8/29
</td><td>
Data Types
</td><td>
<a href="https://docs.google.com/presentation/d/1sby0La5OsBgX1L_KsSXRLbP9lC6IN26D-pEH_8sy_Sg/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec04.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=nMCyqfTCme4">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/04/data-types.html">4</a>, <a href="https://www.inferentialthinking.com/chapters/05/sequences.html">5</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/lab/lab02/lab02.ipynb">Lab 02: Types & Sequences</a></div>
</td></tr>
<tr class="friday">
<td>
Fri 8/31
</td><td>
Building Tables
</td><td>
<a href="https://docs.google.com/presentation/d/1LApdS_J3-XELeUP8fGPVQGc3Dg-6DZdVgHkPfJZdduY/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec05.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=Vin-4xbVihY">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/06/1/sorting-rows.html">6.1</a>, <a href="https://www.inferentialthinking.com/chapters/06/2/selecting-rows.html">6.2</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw02/hw02.ipynb">Homework 02</a> (Due Thu 9/6)</div>
</td></tr>
<tr class="monday">
<td>
Mon 9/3
</td><td>
Holiday: No Lecture
</td><td>
</td><td>
</td><td>
</td></tr>
<tr class="wednesday">
<td>
Wed 9/5
</td><td>
Charts; Census
</td><td>
<a href="https://drive.google.com/open?id=1DIllYGoPGrhpS-2rKyEZOLJQgEcQrE3EqJX0Q-Ys2qA">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec06.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=excu_k_EzqE">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/07/visualization.html">7</a>, <a href="https://www.inferentialthinking.com/chapters/07/1/visualizing-categorical-distributions.html">7.1</a>, <a href="https://www.inferentialthinking.com/chapters/06/3/example-trends-in-the-population-of-the-united-states.html">6.3</a>, <a href="https://www.inferentialthinking.com/chapters/06/4/example-gender-ratio-in-the-us-population.html">6.4</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/lab/lab03/lab03.ipynb">Lab 03: Arrays & Tables</a></div>
</td></tr>
<tr class="friday">
<td>
Fri 9/7
</td><td>
Census
</td><td>
<a href="https://docs.google.com/presentation/d/1XYWvp_KwPhkJP7Jl9iYf2yLw-boqP_De4E2p5ZwP1U0/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec07.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=2-y853rUto4">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/06/3/example-trends-in-the-population-of-the-united-states.html">6.3</a>, <a href="https://www.inferentialthinking.com/chapters/06/4/example-gender-ratio-in-the-us-population.html">6.4</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw03/hw03.ipynb">Homework 03</a> (Due Thu 9/13)</div>
</td></tr>
<tr class="monday">
<td>
Mon 9/10
</td><td>
Histograms
</td><td>
<a href="https://docs.google.com/presentation/d/1FPb2M2tnxpUWXvaizI8cbfXnyhVYkrASSjtB1b9peWE/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec08.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=VjW_qbsBeS4">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/07/2/visualizing-numerical-distributions.html">7.2</a>, <a href="https://www.inferentialthinking.com/chapters/07/3/overlaid-graphs.html">7.3</a>
</td><td>
</td></tr>
<tr class="wednesday">
<td>
Wed 9/12
</td><td>
Functions
</td><td>
<a href="https://docs.google.com/presentation/d/1bsVKN7r-mTzga4JM0bqKLhL9bMNNc_3QU8fNbwTFuVQ/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec09.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=o31r-RlwQ3w">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/08/functions-and-tables.html">8</a>, <a href="https://www.inferentialthinking.com/chapters/08/1/applying-a-function-to-a-column.html">8.1</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/lab/lab04/lab04.ipynb">Lab 04: Histograms & Functions</a></div>
</td></tr>
<tr class="friday">
<td>
Fri 9/14
</td><td>
Groups
</td><td>
<a href="https://docs.google.com/presentation/d/1klTjBOjssK2Go8yre90Uh3G4AxDhQj2ZzLObJZ54aMg/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec10.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=Ftl8kjYqJQY">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/08/2/classifying-by-one-variable.html">8.2</a>, <a href="https://www.inferentialthinking.com/chapters/08/3/cross-classifying-by-more-than-one-variable.html">8.3</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw04/hw04.ipynb">Homework 04</a> (Due Thu 9/20)</div>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/project/project1/project1.ipynb">Project 1: World Progress</a></div>
<div>(Checkpoint Fri 9/21; Due Fri 9/28)</div>
</td></tr>
<tr class="monday">
<td>
Mon 9/17
</td><td>
Joins
</td><td>
<a href="https://docs.google.com/presentation/d/1wPHolRjyRr0tp3VAbdtQYksswCEr6ahQjY5dcPKU_hs/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec11.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=urXJaqaxGMc">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/08/4/joining-tables-by-columns.html">8.4</a>
</td><td>
</td></tr>
<tr class="wednesday">
<td>
Wed 9/19
</td><td>
Table Examples
</td><td>
<a href="https://docs.google.com/presentation/d/16oUA85WmFvoOZlajTXc8laHUZaUz0oCwyYD_FNmVENY/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec12.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=TDzpO6COwsc">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/08/5/bike-sharing-in-the-bay-area.html">8.5</a>
</td><td>
<div>Lab: Project 1</div>
</td></tr>
<tr class="friday">
<td>
Fri 9/21
</td><td>
Iteration
</td><td>
<a href="https://docs.google.com/presentation/d/1vdkOEZUOKaRqtUHdSm51hCpQHIOVuzyleLXmgdc-Wks/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec13.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=luyLXcZ0bHw">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/09/randomness.html">9</a>, <a href="https://www.inferentialthinking.com/chapters/09/1/conditional-statements.html">9.1</a>, <a href="https://www.inferentialthinking.com/chapters/09/2/iteration.html">9.2</a>, <a href="https://www.inferentialthinking.com/chapters/09/3/simulation.html">9.3</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw05/hw05.ipynb">Homework 05</a> (Due Thu 9/27)</div>
</td></tr>
<tr class="monday">
<td>
Mon 9/24
</td><td>
Chance
</td><td>
<a href="https://docs.google.com/presentation/d/1TQ6w9KvSU3n8-LHGgQJCcDhw5dBk6QJ_bl2iU0SprW4/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec14.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=MSyu-KqK6I0">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/09/4/monty-hall-problem.html">9.4</a>, <a href="https://www.inferentialthinking.com/chapters/09/5/finding-probabilities.html">9.5</a>
</td><td>
</td></tr>
<tr class="wednesday">
<td>
Wed 9/26
</td><td>
Sampling
</td><td>
<a href="https://docs.google.com/presentation/d/1rMK7DDoSan4LGySzH3DmlEjhsQjExa8LQPuqw0-cCXY/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec15.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=B7w9L4hTHKg">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/10/sampling-and-empirical-distributions.html">10</a>, <a href="https://www.inferentialthinking.com/chapters/10/1/empirical-distributions.html">10.1</a>, <a href="https://www.inferentialthinking.com/chapters/10/2/sampling-from-a-population.html">10.2</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/lab/lab05/lab05.ipynb">Lab 05: Sampling</a></div>
</td></tr>
<tr class="friday">
<td>
Fri 9/28
</td><td>
Models
</td><td>
<a href="https://docs.google.com/presentation/d/1X0DeGDfZI7C_Fw9RhIqQYLc2D5KzadY-xzLV7aNTEXs/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec16.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=mE8QmdsIYCw">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/10/3/empirical-distribution-of-a-statistic.html">10.3</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw06/hw06.ipynb">Homework 06</a> (Due Thu 10/4)</div>
</td></tr>
<tr class="monday">
<td>
Mon 10/1
</td><td>
Comparing Distributions
</td><td>
<a href="https://docs.google.com/presentation/d/1xU9t2x715OYhv-1070Vx64r8MY6E51100NFnUQsfOhQ/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec17.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=T80Lz-cuo58">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/11/1/assessing-models.html">11.1</a>, <a href="https://www.inferentialthinking.com/chapters/11/2/multiple-categories.html">11.2</a>
</td><td>
</td></tr>
<tr class="wednesday">
<td>
Wed 10/3
</td><td>
Decisions and Uncertainty
</td><td>
<a href="https://docs.google.com/presentation/d/1hDu2NDrzET2xlB62gEi7bXk-DxyRTWjl2gGXuVx0kyA/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec18.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=r6FudONBC8U">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/11/3/decisions-and-uncertainty.html">11.3</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/lab/lab06/lab06.ipynb">Lab 06: Assessing Models</a></div>
</td></tr>
<tr class="friday">
<td>
Fri 10/5
</td><td>
A/B Testing
</td><td>
<a href="https://docs.google.com/presentation/d/1i2LqjP-_Mdw35wigR714kWF4ASafkHoGdtMs-him-O0/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec19.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=zE4_wh7ivYU">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/12/1/ab-testing.html">12.1</a>, <a href="https://www.inferentialthinking.com/chapters/12/2/deflategate.html">12.2</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw07/hw07.ipynb">Homework 07</a> (Due Wed 10/10)</div>
</td></tr>
<tr class="monday">
<td>
Mon 10/8
</td><td>
Causality
</td><td>
<a href="https://docs.google.com/presentation/d/1uV8AGkxHORjhL8prSxExOuVtP7cuNwVxL3g3kkq7H2M/edit?us=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec20.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=mNI63u-Xa1E">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/12/3/causality.html">12.3</a>
</td><td>
</td></tr>
<tr class="wednesday">
<td>
Wed 10/10
</td><td>
Examples
</td><td>
<a href="https://docs.google.com/presentation/d/1_3bXAeN5m0Z8rrwXgs-MwSeFSmMqJoGocU0JO0ZbWWE/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec21.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=SN7sevs4G3o">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/12/2/deflategate.html">12.2</a>
</td><td>
<div>Lab: Midterm Review</div>
</td></tr>
<tr class="friday">
<td>
Fri 10/12
</td><td>
Midterm Review
</td><td>
<a href="https://docs.google.com/presentation/d/1pjoGAJwQTmkPamKEdDa-aSAlfpmHT-VigHa4rTEoOMo/edit?usp=sharing">Slides</a>, <a href="https://www.youtube.com/watch?v=WiHLmHycmo0">Video</a>
</td><td>
</td><td>
</td></tr>
<tr class="monday">
<td>
Mon 10/15
</td><td>
Confidence intervals
</td><td>
<a href="https://docs.google.com/presentation/d/1Ia_XSoq3Iqz8uuUApKM-MuydedmGAnVm_5uikn9Iqbs/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec23.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=SqKIB2F_3wo">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/13/estimation.html">13</a>, <a href="https://www.inferentialthinking.com/chapters/13/1/percentiles.html">13.1</a>, <a href="https://www.inferentialthinking.com/chapters/13/2/bootstrap.html">13.2</a>
</td><td>
</td></tr>
<tr class="wednesday">
<td>
Wed 10/17
</td><td>
Interpreting Confidence
</td><td>
<a href="https://docs.google.com/presentation/d/1fwB9At2mwkXjp3lKdNPr36jaK7bLeJ2CbqBInTShK2E/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec24.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=mWVnYFf8aWc">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/13/3/confidence-intervals.html">13.3</a>, <a href="https://www.inferentialthinking.com/chapters/13/4/using-confidence-intervals.html">13.4</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/lab/lab07/lab07.ipynb">Lab 07: Bootstrap</a></div>
</td></tr>
<tr class="friday">
<td>
Fri 10/19
</td><td>
Center and Spread
</td><td>
<a href="https://docs.google.com/presentation/d/1VzgdK27feAiZUNJ7L5vK2excric0DnK07Reezt9yNjg/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec25.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=km2thVE6mfs">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/14/why-the-mean-matters.html">14</a>, <a href="https://www.inferentialthinking.com/chapters/14/1/properties-of-the-mean.html">14.1</a>, <a href="https://www.inferentialthinking.com/chapters/14/2/variability.html">14.2</a>
</td><td>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/hw/hw08/hw08.ipynb">Homework 08</a> (Due Thu 10/25)</div>
<div><a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=materials/fa18/project/project2/project2.ipynb">Project 2: Diet and Disease</a></div>
<div>(Checkpoint Fri 10/26; Due Fri 11/2)</div>
</td></tr>
<tr class="monday">
<td>
Mon 10/22
</td><td>
The Normal Distribution
</td><td>
<a href="https://docs.google.com/presentation/d/1FWfae2pLnaPX1EQmLsq2tg3rfrWUnF9cZ4qdvF36z6w/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec26.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=zdoU0pa4rRg">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/14/3/sd-and-the-normal-curve.html">14.3</a>, <a href="https://www.inferentialthinking.com/chapters/14/4/central-limit-theorem.html">14.4</a>
</td><td>
</td></tr>
<tr class="wednesday">
<td>
Wed 10/24
</td><td>
Sample Means
</td><td>
<a href="https://docs.google.com/presentation/d/17k1IdKDbSofDSkmo878onWHj0tlBylfoUF3_5s0ZWgA/edit?usp=sharing">Slides</a>, <a href="http://datahub.berkeley.edu/hub/user-redirect/git-sync?repo=https://github.com/data-8/materials-fa18&subPath=lec/lec27.ipynb">Demos</a>, <a href="https://www.youtube.com/watch?v=vSdvRUCEadY">Video</a>
</td><td>
<a href="https://www.inferentialthinking.com/chapters/14/5/variability-of-the-sample-mean.html">14.5</a>