Technologies

Python in Excel - automation and data analysis

The training combines the capabilities of Microsoft Excel with the potential of the Python language for analyzing and automating data processing. The program is designed for people who want to use Pythons advanced capabilities to extend Excels functionality. Participants learn how to integrate the two tools to create advanced analytical solutions. The classes are conducted in the form of practical workshops, where theory is immediately translated into real-world applications in the field of data analysis. The training focuses on the use of libraries such as pandas, numpy and process automation between Python and Excel.

Issues

Python-Excel integration
Library pandas
Process automation
Data analysis
Visualize the results
Data processing
Report generation
Automation scripts
Interactive dashboards
Data transformation
Statistical analysis
Process optimization

Benefits

Upon completion of the training, the participant will be able to effectively combine the capabilities of Excel and Python in daily analytical work
He will develop the ability to create advanced solutions that automate data processing
Will gain the knowledge to use Python libraries to analyze Excel data
Will learn to create scripts that automate routine tasks in Excel
Will learn techniques to effectively integrate both tools in analytical processes
Will be able to design and implement advanced analytical solutions
Will gain the ability to create professional reports and visualizations that combine the capabilities of both platforms

Who is this training for?

Data analysts working in an Excel environment

Python programmers looking to expand their skills

Business process automation specialists

Data Scientists in need of Excel integration

Business analysts looking for advanced tools

Persons responsible for processing large data sets

Reporting and data visualization specialists

Employees of analytical and research departments

Prerequisites

Basic knowledge of programming in Python
Experience working with Excel
Understand the basics of data analysis
The ability to think logically

Training program

Using libraries to work with Excel
Automation of operations on sheets
Data flow between Python and Excel

Processing data from Excel sheets in pandas
Advanced operations on data frames
Statistical analysis in Python
Data cleaning and transformation

Create automation scripts
Generate reports and charts

Support for multiple Excel files
Visualization and reporting

Exporting results to Excel

Automatic report generation

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

What are the prerequisites for this training?

For Python in Excel - automation and data analysis we recommend: Basic knowledge of programming in Python; Experience working with Excel; Understand the basics of data analysis.

What is the format and duration of this training?

The training lasts 2 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Data analysts working in an Excel environment; Python programmers looking to expand their skills; Business process automation specialists.