Skip to content

Commit 0096910

Browse files
Update mlpaths.md
1 parent af97039 commit 0096910

File tree

1 file changed

+11
-7
lines changed

1 file changed

+11
-7
lines changed

docs/mlpaths.md

Lines changed: 11 additions & 7 deletions
Original file line numberDiff line numberDiff line change
@@ -3,11 +3,20 @@
33

44
We present 12 topics in the data science learning path, providing learning objectives, related skills, subtopics, and references/resources for each. The goal is to give graduate students a structured and comprehensive program to acquire data science expertise, including hands-on experience with real-world open-source tools and libraries.
55

6-
```mermaid
7-
flowchart TB
6+
```
87
eth["`**Ethics**`"] --> ds
98
ds --> stats["`**Statistics**`"]
109
eth --> stats
10+
C --> cdci["`**Model Deployment and Productionization**`"]
11+
D --> cdci
12+
ds --> cdci
13+
eth --> C
14+
eth --> D
15+
```
16+
17+
18+
```mermaid
19+
flowchart TB
1120
subgraph ds ["`**General Data Science**`"]
1221
introds["`**Intro to Data Science and Machine Learning**`"] --> pyds["`**Python for Data Science**`"]
1322
end
@@ -17,11 +26,6 @@ flowchart TB
1726
subgraph D ["`**Deep Learning**`"]
1827
introdl["`**Intro to Deep Learning**`"] --> RNN["`**Recurrent Neural Networks and Sequence Models**`"] --> Gen["`**Generative Models**`"] --> TL["`**Transfer Learning and Fine Tuning**`"]
1928
end
20-
C --> cdci["`**Model Deployment and Productionization**`"]
21-
D --> cdci
22-
ds --> cdci
23-
eth --> C
24-
eth --> D
2529
2630
```
2731

0 commit comments

Comments
 (0)