FOR ADVANCED USERS
Data processing in Python
The training covers a broad range of topics on importing data and effective data manipulation in Python.
Duration: 2 days 8 hours each (including an hour lunch break)
Requirements: knowledge of Python programming language at an intermediate level which can be acquired during our training “Introduction to Python”.
Part one: Let’s get it started!
- Importing data
- Built-in data types
- Chaining method
Part two: The basics of the basics – Numpy
- Statistical functions
- Operations on tables
Part three: Let’s dig deeper – Pandas
- Series vs. Data.Frame
- Grouping data
- Aggregating data
- Manipulating data
- Indexing mechanism
- Text data & time series manipulation
Part four: Shape up
- Modifying the shape of data – melt, concat, pivot, merge.
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