22/6/2023

9.00 ~ 9.10

Opening Speech

9.00 ~ 9.30

Overview Altair Technology

9.30 ~ 11.30

1. Applications & Use Cases

a. Basics of AI, DS, and ML

b. Data Understanding and Preparation

c. Model Selection, Evaluation, and Validation

d. Deployment

11.30 ~ 12.30

Lunch break

12.30 ~ 14.30

2. Data Transformation/ Preparation Part I : 

a. Access Data

b. Routines

c. Data Preparation

d. Joins & Set Operations

14.30 ~ 15.00

Short Break

15.00 ~ 17.00

3. Data Transformation/ Preparation Part II : 

a. Aggregations & Pivots

b. More Transformations

c. Tips and Tricks

d. Text Processing

e. Conclusion

23/6/2023

9.00 ~ 11.30

4. Machine Learning Part I

a. Introduction

b. Machine Learning

c. Supervised Learning

d. Deployment and Scoring

11.30 ~ 12.30

Lunch break

12.30 ~ 15.00

5. Machine Learning Part II

a. Unsupervised Learning

b. Feature Transformation / Selection

c. Discussion