Data Analysis with SQL, Python, and Tableau Training Course
Python stands as the most widely adopted programming language for data science and machine learning. SQL is the primary tool utilized for database management, while Tableau serves as a top-tier platform for business intelligence and data visualization. Integrating SQL, Python, and Tableau offers a robust, end-to-end solution for comprehensive data analysis.
This live, instructor-led training—available either online or at your location—is designed for data scientists and developers seeking to leverage and integrate SQL, Python, and Tableau to execute complex data analysis, processing, and visualization tasks.
Upon completion of this training, participants will be able to:
- Configure the essential environment required to conduct data analysis using SQL, Python, and Tableau.
- Grasp the core principles of software integration, including data flow, servers, clients, APIs, endpoints, and more.
- Review the foundational concepts of both Python and SQL.
- Apply data pre-processing techniques within Python.
- Establish connections between Python and SQL to facilitate data analysis.
- Develop insightful data visualizations and charts utilizing Tableau.
Course Format
- Interactive lectures and discussions.
- Extensive exercises and practical practice.
- Hands-on implementation within a live laboratory environment.
Customization Options for the Course
- To request tailored training for this course, please contact us to make arrangements.
Course Outline
Introduction
- Fundamentals of Python and SQL
- Overview of Tableau’s features and architecture
Getting Started
- Setting up the development environment
- Understanding software integration
Data Pre-processing in Python
- Importing libraries and datasets
- Managing missing data values
- Data normalization and formatting
- Conducting regression analysis
Data Analysis with SQL
- Configuring the database
- Connecting Python with SQL
- Executing database queries
- Data manipulation (filtering, sorting, and grouping)
Data Visualization using Tableau
- Design principles for visualization in Tableau
- Creating dashboards, charts, tables, and maps
- Practical examples and use cases
Troubleshooting
Summary and Next Steps
Requirements
- Knowledge of SQL concepts and Tableau
- Experience with Python programming
Target Audience
- Data scientists
- Developers
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Testimonials (2)
No pressure on the attendance
Agata Budzynska - Tech NorthWest Skillnet
Course - Tableau Fundamentals
The Practice, I created a dashboard is super easy, once time understand the subjects.
Luis Fernando - si
Course - Tableau Fundamentals to Advanced
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