| Introduction to Data Science |
50 mins |
Slides |
| Cloud Platform and Big Data |
50 mins |
Slides |
| Break |
10 mins |
|
| Hands-on |
55 mins |
Databricks Community Edition, R, Load Spark Dataframe, Python |
| Break |
10 mins |
|
| Decision Tree |
30 mins |
Slides |
| Hands-on |
20 mins |
R, Python |
| |
|
|
| Feedforward Neural Network (FFNN) |
50 mins |
Slides |
| FFNN Hands-on |
50 mins |
R, Python |
| Break |
10 mins |
|
| Convolutional Neural Network (CNN) |
30 mins |
Slides |
| CNN Hands-on |
20 mins |
R, Python |
| Break |
10 mins |
|
| Recurrent Neural Network (RNN) |
20 mins |
RNN Introduction, Embedding |
| RNN Hands-on |
20 mins |
R, Python, Tokenize and Pad |
| Q&A |
5 mins |
|