generated from ontoligent/DS5100-2024-01-O
-
Notifications
You must be signed in to change notification settings - Fork 80
/
Copy pathvideo-gallery.qmd
266 lines (133 loc) · 39.9 KB
/
video-gallery.qmd
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
# Video Gallery
## M00 Preliminaries
### How To Upload Assessments
<iframe id="kmsembed-1_2eqvj67e" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_2eqvj67e/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M00 How To Upload Assessments"></iframe><br />
### How to Use HW Notebooks
<iframe id="kmsembed-1_mudla21m" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_mudla21m/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M00 How to Use HW Notebooks"></iframe><br />
## M01 Getting Started
### Unix Demo
<iframe id="kmsembed-1_ej0tr1o6" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_ej0tr1o6/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M01 Unix Demo"></iframe><br />
### SSH for GitHub
<iframe id="kmsembed-1_bbvi6k7k" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_bbvi6k7k/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M01 SSH for GitHub"></iframe><br />
### Git and GitHub
<iframe id="kmsembed-1_1rg4stw2" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_1rg4stw2/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M01 Git and GitHub"></iframe><br />
## M02 Introducing Python
### Data and Code
<iframe id="kmsembed-1_hq4ol2v8" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_hq4ol2v8/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M02 Data and Code"></iframe><br />
### Data Types and Structures
<iframe id="kmsembed-1_s0lxdwyp" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_s0lxdwyp/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M02 Data Types and Structures"></iframe><br />
### Data Types, Literals, and Variables
<iframe id="kmsembed-1_aqr51ts5" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_aqr51ts5/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M02 Data Types, Literals, and Variables"></iframe><br />
### Operators and Expressions
<iframe id="kmsembed-1_l6q43u51" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_l6q43u51/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M02 Operators and Expressions"></iframe><br />
### Numbers
<iframe id="kmsembed-1_euocdrkk" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_euocdrkk/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M02 Numbers"></iframe><br />
### Strings
<iframe id="kmsembed-1_jicff7ax" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_jicff7ax/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M02 Strings"></iframe><br />
### Data Structures
<iframe id="kmsembed-1_lvztu61o" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_lvztu61o/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M02 Data Structures"></iframe><br />
### Aside on Immutables
<iframe id="kmsembed-1_gg5g61pq" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_gg5g61pq/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M02 Aside on Immutables"></iframe><br />
## M03 Python Control Structures
### Control Structures
<iframe id="kmsembed-1_0oc8qocg" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_0oc8qocg/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M03 Control Structures"></iframe><br />
### Iterables and Iterators
<iframe id="kmsembed-1_2nuu4az4" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_2nuu4az4/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M03 Iterables and Iterators"></iframe><br />
### Comprehensions
<iframe id="kmsembed-1_lmz0pbeg" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_lmz0pbeg/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M03 Comprehensions"></iframe><br />
### Nested Comprehensions
<iframe id="kmsembed-1_kmjd2a3x" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_kmjd2a3x/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M03 Nested Comprehensions"></iframe><br />
## M04 Python Functions
### Functions
<iframe id="kmsembed-1_yqoiwt14" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_yqoiwt14/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M04 Functions"></iframe><br />
### Importing
<iframe id="kmsembed-1_05ulc7hn" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_05ulc7hn/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M04 Importing"></iframe><br />
### Lambda Functions
<iframe id="kmsembed-1_f9sthjyt" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_f9sthjyt/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M04 Lambda Functions"></iframe><br />
### Recursive Functions
<iframe id="kmsembed-1_14dx1la3" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_14dx1la3/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M04 Recursive Functions"></iframe><br />
### Scope
<iframe id="kmsembed-1_blxty7z5" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_blxty7z5/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M04 Scope"></iframe><br />
### Function Groups
<iframe id="kmsembed-1_5wvdqnia" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_5wvdqnia/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M04 Function Groups"></iframe><br />
## M05 Python NumPy
### Timing
<iframe id="kmsembed-1_iqh7lf2d" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_iqh7lf2d/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M05 Timing"></iframe><br />
### NumPy Design
<iframe id="kmsembed-1_yllux9iz" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_yllux9iz/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M05 NumPy Design"></iframe><br />
### NumPy Indexing
<iframe id="kmsembed-1_6i1y824p" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_6i1y824p/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M05 NumPy Indexing"></iframe><br />
### NumPy Operations
<iframe id="kmsembed-1_mg2065wj" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_mg2065wj/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M05 NumPy Operations"></iframe><br />
### NumPy Functions
<iframe id="kmsembed-1_zk0us6gr" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_zk0us6gr/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M05 NumPy Functions"></iframe><br />
## M06 Python Pandas
### Introducing Pandas
<iframe id="kmsembed-1_9aoaw9hx" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_9aoaw9hx/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M06 Introducing Pandas"></iframe><br />
### Exploring Pandas
<iframe id="kmsembed-1_tn181naz" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_tn181naz/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M06 Exploring Pandas"></iframe><br />
### Diving Deeper Into Pandas
<iframe id="kmsembed-1_kr019fk4" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_kr019fk4/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M06 Diving Deeper Into Pandas"></iframe><br />
## M07 Python Classes
### Introducing Classes
<iframe id="kmsembed-1_zqmql1vf" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_zqmql1vf/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M07 Introducing Classes"></iframe><br />
### From Functions To Classes
<iframe id="kmsembed-1_v0qc4sd3" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_v0qc4sd3/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M07 From Functions To Classes"></iframe><br />
### More About Classes
<iframe id="kmsembed-1_kwkabrih" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_kwkabrih/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M07 More About Classes"></iframe><br />
### Understanding Class Attributes
<iframe id="kmsembed-1_n2dus9qa" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_n2dus9qa/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M07 Understanding Class Attributes"></iframe><br />
### Putting Your Class in a File
<iframe id="kmsembed-1_ujxqmdg6" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_ujxqmdg6/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M07 Putting Your Class in a File"></iframe><br />
## M08 Python Testing
### Testing and Verification
<iframe id="kmsembed-1_bmqxpoyl" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_bmqxpoyl/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M08 Testing and Verification"></iframe><br />
### Exception Handling
<iframe id="kmsembed-1_47663xju" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_47663xju/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M08 Exception Handling"></iframe><br />
### Unit Testing
<iframe id="kmsembed-1_k2j08rmy" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_k2j08rmy/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M08 Unit Testing"></iframe><br />
## M09 Python Modules
### Modules and Packages
<iframe id="kmsembed-1_zcnuvh0b" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_zcnuvh0b/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M09 Modules and Packages"></iframe><br />
### Namespaces and Paths
<iframe id="kmsembed-1_kgza2qzp" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_kgza2qzp/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M09 Namespaces and Paths"></iframe><br />
### User-Created Packages
<iframe id="kmsembed-1_q1gpbm0w" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_q1gpbm0w/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M09 User-Created Packages"></iframe><br />
## M10 Introducing R
### Introducing R
<iframe id="kmsembed-1_l8xw7tpz" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_l8xw7tpz/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M10 Introducing R"></iframe><br />
### R Data Types and Operators
<iframe id="kmsembed-1_qowtoc4i" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_qowtoc4i/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M10 R Data Types and Operators"></iframe><br />
### R Data Structures
<iframe id="kmsembed-1_dj5ez3jt" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_dj5ez3jt/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M10 R Data Structures"></iframe><br />
### R Factors
<iframe id="kmsembed-1_bz23fog2" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_bz23fog2/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M10 R Factors"></iframe><br />
### R Data Frames
<iframe id="kmsembed-1_csst6v52" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_csst6v52/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M10 R Data Frames"></iframe><br />
### R Control Structures
<iframe id="kmsembed-1_b16svepv" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_b16svepv/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M10 R Control Structures"></iframe><br />
### R Functions
<iframe id="kmsembed-1_qog05kd6" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_qog05kd6/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M10 R Functions"></iframe><br />
## M11 R Tidyverse
### The Tidyverse and Tibbles
<iframe id="kmsembed-1_3tmp8rnp" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_3tmp8rnp/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M11 The Tidyverse and Tibbles"></iframe><br />
### Dplyr
<iframe id="kmsembed-1_kbzi36fo" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_kbzi36fo/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M11 Dplyr"></iframe><br />
## M12 R Visualization
### GGPlot and the Grammar of Graphics
<iframe id="kmsembed-1_jun909j7" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_jun909j7/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M12 GGPlot and the Grammar of Graphics"></iframe><br />
### Getting Started with GGPlot
<iframe id="kmsembed-1_nzodp9r1" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_nzodp9r1/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M12 Getting Started with GGPlot"></iframe><br />
### R Markdown
<iframe id="kmsembed-1_1mv88mg1" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_1mv88mg1/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M12 R Markdown"></iframe><br />
### Plotly and GGPlotly
<iframe id="kmsembed-1_llkxqifs" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_llkxqifs/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M12 Plotly and GGPlotly"></iframe><br />
### GGPlot in Python
<iframe id="kmsembed-1_0a6erij4" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_0a6erij4/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M12 GGPlot in Python"></iframe><br />
## M13 Agile
### Project Management
<iframe id="kmsembed-1_7phlirzp" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_7phlirzp/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M13 Project Management"></iframe><br />
### Agile
<iframe id="kmsembed-1_azrctt5e" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_azrctt5e/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M13 Agile"></iframe><br />
### User Stories
<iframe id="kmsembed-1_ftpwcrex" width="400" height="285" src="https://343772-1.kaf.kaltura.com/embed/secure/iframe/entryId/1_ftpwcrex/uiConfId/50243942/pbc/353035032/st/0" class="kmsembed" allowfullscreen webkitallowfullscreen mozAllowFullScreen allow="autoplay *; fullscreen *; encrypted-media *" referrerPolicy="no-referrer-when-downgrade" sandbox="allow-downloads allow-forms allow-same-origin allow-scripts allow-top-navigation allow-pointer-lock allow-popups allow-modals allow-orientation-lock allow-popups-to-escape-sandbox allow-presentation allow-top-navigation-by-user-activation" frameborder="0" title="DS 5100 M13 User Stories"></iframe><br />