Minggu 1
- Hello Python
- Functions, Method and Getting Help
- Logic Control Flow and Loop
- Python List dan Dictionary
- Statistika Deskriptif Untuk Data Science
Minggu 2
- Pandas Introduction
- Akses/Indexing dan Transformasi Data
- Reshaping Data
- Grouping Data
- Merging DataFrame
Minggu 3
- Pengenalan Matplotlib
- Custom Visualisasi
- Multiple Plots
- Perbandingan Kuantitatif
- Seaborn Introduction
Minggu 4
- Tipe Data, Handling Missing Value, Handling Outlier
- Univariate, Bivariate, Multivariate Analysis
- Machine Learning (Unsupervised, Clustering)
- Final Project