Advanced Data Analysis in Python (PYDATA2)

Programming, Python

Our Advanced Data Analysis in Python course is designed for users with a basic understanding of Python (Pandas library) who want to learn how to analyze data more effectively. You will learn advanced dataframe transformations, how to combine data from multiple dataframes, data visualization, and working with time series.

Furthermore, you will get acquainted with linear regression and text data analysis. This course will provide you with practical experience in advanced data analysis in Python.

Location, current course term



Praha + online (volitelně)
8/25/2025 - 8/27/2025 CZECH
Order 		10/20/2025 - 10/22/2025 CZECH
Order 		12/15/2025 - 12/17/2025 CZECH
Order
Custom Customized Training (date, location, content, duration)

The course:

Hide detail
  • Advanced dataframe transformations
    1. Conversion of columns to rows and vice versa
    2. Working with list data type columns
    3. Creation of contingency tables
    4. Combining data from multiple columns into one list data type column
  • Combining data from multiple dataframes
    1. Stacking data
    2. Joining data side by side
  • Data visualization
    1. Setting up the visualization window
    2. Setting properties of individual graphs
    3. Options for drawing multiple graphs in one window
    4. Basics of creating interactive reports
  • Working with time series
    1. Moving by rows
    2. Moving by a defined time period
    3. Creating your own calendar (e.g., work time calendar, working days calendar, etc.)
  • Linear regression
    1. Introduction to the issue of linear regression
    2. Data preparation for the sklearn library's linear regression model
    3. Verification of model accuracy, interpretation of results
  • Text data analysis
    1. Data normalization
    2. Clustering of similar texts (e.g., typos, texts without diacritics, etc.)
Assumed knowledge:
Knowledge of Python language and Pandas library
Recommended previous course:
Data Analysis in Python (PYDATA1)
Schedule:
3 days (9:00 AM - 5:00 PM )
Course price:
672.00 € ( 813.12 € incl. 21% VAT)
Language:

Vybrané zákaznické reference

Střední průmyslová škola, Střední odborná škola a Střední odborné učiliště, Hradec Králové, Dana V.
Advanced Data Analysis in Python ( PYDATA2)
"Jsem maximálně spokojená a ráda bych více času, třeba školení na 3 dny."
ČSOB Leasing, a.s., Iva B.
Advanced Data Analysis in Python ( PYDATA2)
"super, pecka, nic bych neměnila, vše bylo perfektní, odnáším si mraky knowhow, moc díky :) jo a máte naprosto skvělýho školitele! :)"