1 |
Intro |
Why Data Science Matters |
|
introduction python |
2 |
1, 2 |
Evolution of a Product |
Churn, MAU, Retention |
introduction python |
3 |
3, 4, 5, 6 |
Measuring Product Health |
Quick Ratio, DAU/MAU, YoY, Time spent/DAU |
flow control, looping |
4 |
7, 8 |
Defining Product Success: Metrics and Goals |
|
flow control, looping |
5 |
9, 10 ,11 |
Retention |
|
pandas |
6 |
12, 13 |
Sustainable Product Growth |
|
pandas |
7 |
14, 15 |
Frameworks for Product Success |
|
tableau 簡介 |
8 |
16 |
The Building Blocks of a Data-Informed Company |
|
tableau 簡介 |
9 |
17 |
Five Core Skills of a Data Scientist |
|
machine learning |
10 |
18, 19 |
Making Data Science Work |
|
machine learning |
11 |
20 |
Data Science vs Decision Science |
|
|