Technologies / Data & Analytics

Data visualization in Python with Plotly and Dash

Practical training on creating interactive visualizations and dashboards in Python using Plotly and Dash libraries. Participants will learn to design and implement effective data visualizations and create interactive analytical applications. The workshop combines the theory of data visualization with the practical use of modern programming tools.

Issues

Principles of data visualization
Interactive charts
Dashboard design
Callbacks in Dash
Responsive layouts
Data animations
Integration of data sources
Performance optimization
Deployment of applications
Real-time updates
Visualization customization
Best practices in data presentation

Benefits

The participant will be able to create advanced data visualizations using the Plotly library
Will acquire the ability to design and implement interactive dashboards in Dash
Will gain knowledge of best practices in data visualization
Will learn to create effective and responsive layouts for analytics applications
Will learn techniques for optimizing dashboard performance
Will know how to integrate different data sources in visualization applications

Who is this training for?

Data Analyst and Business Intelligence

Data Scientists needing to visualize results

Analytical application developers

Reporting specialists

Data engineers

Business consultants working with data

Prerequisites

Basic knowledge of Python
Experience in working with data
Knowledge of basic HTML and CSS
Understand the basic concepts of data visualization

Training program

Types of charts and their uses
Interactivity in visualization

Plotly in practice
Creating statistical charts
Multidimensional charts
Animations and interactions

Creating dashboards with Dash
Dash application architecture
Interactive components
Callbacks and updates

Integration and implementation
Connection to databases
Performance optimization
Deployment of applications
Update management

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 Data visualization in Python with Plotly and Dash we recommend: Basic knowledge of Python; Experience in working with data; Knowledge of basic HTML and CSS.

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 Analyst and Business Intelligence; Data Scientists needing to visualize results; Analytical application developers.