Introduction to Bid Data Science: Github Link
| Class No. | Topic |
|---|---|
| 1 | Data(Analysis/Science/Engineering)Process |
| 2 | A Scenario of Business Analysis with Data Science Process |
| 3 | Big Data Infrastructure(Hadoop and Apache Spark) |
| 4 | Big Data Analysis and Deep Learning |
| 5 | Statistical Analysis 1 (Linear Regression) |
| 6 | Statistical Analysis 2 (Multivariate Analysis-PCA, FA) |
| 7 | Statistical Analysis 3 (Statistical Tests) |
| 8 | Statistical Analysis 4 (wrap up) |
| 9 | Data Mining 1 |
| 10 | Data Mining 2 |
| 11 | Data Mining 3 |
| 12 | Data Mining 4 |
| 13 | Exercise(Statics, Spark and DM)1 |
| 14 | Exercise(Statics, Spark and DM)2 |
| 15 | Examination |
