Course Syllabus
| Topic | Duration | Materials |
|---|---|---|
| Data science as a career | 60 mins | Slides |
| Break | 10 mins | |
| Data science project cycle | 50 mins | Slides |
| Break | 10 mins | |
| Big data platform | 20 mins | Slides |
| Database and SQL | 60 mins | Slides |
| Break | 10 mins | |
| Big data and database hands on | 50 mins | Databricks Community Edition, Load data, Database and SQL |
| Break | 30 mins | |
| Deep learning in a nutshell | 60 mins | Slides |
| Break | 10 mins | |
| Deep learning hands-on | 30 mins | MINST with one hidden layer, FFNN, CNN, RNN |