15:39
Introduction to Programming and Data Science 2021 Spring Syllabus
LBSocial
8:56
Lec1.1 Intro to #python programming
11:59
Lec 1.2 Intro to #python
11:50
Intro to #AWS Educate
14:46
Demo of #AWS Educate
8:55
Lec 2.1 #python comment
15:08
Lec 2.2 #python string
13:59
Lec 2.3 #python number and variable
11:46
Lec 3.1 Intro to #python list
14:48
Lec 3.2 #python list index and methods
13:30
Lec 3.3 #python set
10:41
Lec 4.1 #python tuple
16:52
Lec 4.2 #python dictionary
10:59
Lec 5.1 Pythonic #python
11:34
Lec 5.2 None and Boolean Data #python
13:49
Lec 5.3 if Statement #python
9:19
Lec 6.1 for Loop and range Function #python
16:39
Lec 6.2 Breakpoint and Algorithm #python
7:53
Lec 7.1 while loop #python
9:08
Lec 7.2 break, continue and pass statement #python
12:44
Lec 7.3 Handling exceptions #python
13:42
Lec 8.1 Intro to functions #python
9:22
Lec 8.2 function exercises #python
10:48
Lec 8.3 Incremental development #python
10:37
Lec 9.1 Define a class #python
10:52
Lec 9.2 class argument and method #python
13:36
Lec 9.3 module, package and library #python
8:52
Lec 10.1Intro to data science #python
10:25
Lec 10.1 Intro to Jupyter Notebook #python
10:39
Lec 10.3 Markdown syntax #python
15:07
Lec 11.1 Read text files in #Python
18:33
Lec 11.2 Counter, list comprehension and string format #python
15:37
Lec 11.3 Read JSON data and data from website #python
12:35
Lec 12.1 Intro to data analysis #python
12:01
Lec 12.2 pandas dataframe #python
12:46
Lec 12.3 simple regression and sentiment analysis in #python
10:51
Lec 13.1 Intro to matplotlib #python
13:53
Lec 13.2 type of graphs #python
