Planeamento
Aulas do tipo Teórico-Prático
Introduction
Introduction to subject
Introduction to Python
Introduction to Python
- Data types
- data structures
- functions and objects in python
Homework assignent
The basics of NumPy arrays
Numpy arrays
- usage
- array slicing
- useful methods
Pandas and its data structures
Introducing Pandas and its main data structures
Pandas: loading, structuring and saving data
Pandas: loading, structuring and saving data
Operating on data and dealing with missing data
Operating on data and dealing with missing data
Hierarchical index
Hierarchical index
Combining datasets: concat, merge
Combining datasets: concat and merge operations
Intermediate Test
Intermediate Test
Data aggregation and grouping, Pivot tables
Data aggregation and grouping, Pivot tables
Vectorized string operations, sample plots with matplotlib, practical examples & Questions
Vectorized string operations, sample plots with matplotlib, practical examples & Questions
Data visualization: sample plots with matplotlib and seaborn
Data visualization: sample plots with matplotlib and seaborn
Working with time series
Working with time series
Project support
Project support
Project support
Project support
Project presentation
Project presentation and oral assessment
Project presentation
Project presentation and oral assessment
Final test - 1st season
Final test - 1st season