-
Notifications
You must be signed in to change notification settings - Fork 3
/
LO_datascience.yml
222 lines (207 loc) · 6.25 KB
/
LO_datascience.yml
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
## Topic Break
File Systems:
Topic Outcome:
- Paste un-numbered outcome here
Directories:
- Paste un-numbered outcome here
Relative Paths:
- Paste un-numbered outcome here
Absolute Paths:
- Paste un-numbered outcome here
Converting between Relative and Absolute Paths:
- Paste un-numbered outcome here
## Topic Break
Ecosystems:
Topic Outcome:
- Paste un-numbered outcome here
Jupyter:
- Paste un-numbered outcome here
Quarto:
- Paste un-numbered outcome here
RStudio:
- Paste un-numbered outcome here
Visual Studio Code:
- Paste un-numbered outcome here
## Topic Break
Terminal:
Topic Outcome:
- Paste un-numbered outcome here
Commands:
- Paste un-numbered outcome here
## Topic Break
Version Control:
Topic Outcome:
- Paste un-numbered outcome here
Git:
- Paste un-numbered outcome here
Repositories:
- Paste un-numbered outcome here
Cloning:
- Paste un-numbered outcome here
GitHub:
- Paste un-numbered outcome here
Forking:
- Paste un-numbered outcome here
Branching:
- Paste un-numbered outcome here
Rebasing:
- Paste un-numbered outcome here
Pull requests:
- Paste un-numbered outcome here
Collaboration:
- Paste un-numbered outcome here
## Topic Break
Markdown:
Topic Outcome:
- Paste un-numbered outcome here
Formatting:
Headings:
- Paste un-numbered outcome here
Bold:
- Paste un-numbered outcome here
Italics:
- Paste un-numbered outcome here
Lists:
- Paste un-numbered outcome here
Code Blocks:
- Paste un-numbered outcome here
Code Fences:
- Paste un-numbered outcome here
Links:
- Paste un-numbered outcome here
Images:
- Paste un-numbered outcome here
Debugging:
- Paste un-numbered outcome here
## Topic Break
Programming:
Topic Outcome:
- Paste un-numbered outcome here
Control Flow:
- Paste un-numbered outcome here
Assignment:
- Paste un-numbered outcome here
Python:
Subtopic Outcome:
- Paste un-numbered outcome here
Variables:
- Paste un-numbered outcome here
Operators:
- Paste un-numbered outcome here
Arithmetic Operators:
- Paste un-numbered outcome here
Unary Operators:
- Paste un-numbered outcome here
Logical Operators:
- Paste un-numbered outcome here
Data Types:
- Paste un-numbered outcome here
Control Flow:
- if/else statements
- case/match statements
- for loops
- while loops
- do while loops
- Paste un-numbered outcome here
- Paste un-numbered outcome here
Dictionaries:
- Paste un-numbered outcome here
Lists:
- Paste un-numbered outcome here
Functions:
- Paste un-numbered outcome here
Integrating python concepts:
- Paste un-numbered outcome here
Debugging:
- Paste un-numbered outcome here
R:
Subtopic Outcome:
- Paste un-numbered outcome here
Variables:
- Paste un-numbered outcome here
Operators:
- Paste un-numbered outcome here
Arithmetic Operators:
- Paste un-numbered outcome here
Unary Operators:
- Paste un-numbered outcome here
Logical Operators:
- Paste un-numbered outcome here
Data Types:
- Paste un-numbered outcome here
Control Flow:
- Paste un-numbered outcome here
Functions:
- Paste un-numbered outcome here
Exception Handling:
- Paste un-numbered outcome here
Integrating R concepts:
- Paste un-numbered outcome here
Debugging:
- Paste un-numbered outcome here
Julia:
Subtopic Outcome:
- Paste un-numbered outcome here
Variables:
- Paste un-numbered outcome here
Operators:
- Paste un-numbered outcome here
Arithmetic Operators:
- Paste un-numbered outcome here
Unary Operators:
- Paste un-numbered outcome here
Logical Operators:
- Paste un-numbered outcome here
Data Types:
- Paste un-numbered outcome here
Control Flow:
- Paste un-numbered outcome here
Functions:
- Paste un-numbered outcome here
Exception Handling:
- Paste un-numbered outcome here
Integrating Julia concepts:
- Paste un-numbered outcome here
Debugging:
- Paste un-numbered outcome here
## Topic Break
Data Analysis:
Topic Outcome:
- Paste un-numbered outcome here
Exploratory Data Analysis:
Subtopic Outcome:
- Paste un-numbered outcome here
Pandas:
Subtopic Outcome:
- Paste un-numbered outcome here
Data frames:
- Loading
- Creating
- Merging
- Appending
- Index
- Multi Index
Numpy:
Subtopic Outcome:
- Paste un-numbered outcome here
Tidyverse:
Topic Outcome:
- Paste un-numbered outcome here
Excel:
Topic Outcome:
- Paste un-numbered outcome here
Excel functions:
- Paste un-numbered outcome here
## Topic Break
Data Visualization:
Topic Outcome:
- Paste un-numbered outcome here
Effective visualizations:
- Paste un-numbered outcome here
Effective dashboards:
- Paste un-numbered outcome here
Tableau:
Topic Outcome:
- Paste un-numbered outcome here
Interactivity:
- Paste un-numbered outcome here