Data Analysis with SQL, Python, and Tableau Training Course
Python stands as the premier programming language for data science and machine learning, while SQL remains the most widely adopted tool for database management. Tableau, a leading business intelligence and data visualization platform, complements these tools perfectly. Integrating SQL, Python, and Tableau offers a robust, end-to-end solution for comprehensive data analysis.
This instructor-led live training, available online or onsite, 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 required environment for conducting data analysis using SQL, Python, and Tableau.
- Grasp the essential concepts of software integration, including data flow, servers, clients, APIs, and endpoints.
- Review the foundational principles of Python and SQL.
- Apply data pre-processing techniques in Python.
- Establish connections between Python and SQL for effective data analysis.
- Produce insightful data visualizations and charts using Tableau.
Course Format
- Interactive lectures and discussions.
- Extensive exercises and practical practice.
- Hands-on implementation within a live-lab setting.
Course Customization Options
- For tailored training arrangements, please contact us directly.
Course Outline
Introduction
- Python and SQL fundamentals
- Overview of Tableau features and architecture
Getting Started
- Setting up the development environment
- Understanding software integration
Data Pre-processing in Python
- Importing libraries and datasets
- Handling missing data values
- Data normalization and formatting
- Performing regression analysis
Data Analysis with SQL
- Setting up the database
- Connecting Python and SQL
- Querying the database
- Manipulating data (filtering, sorting, and grouping)
Data Visualization using Tableau
- Visualization design principles 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
Need help picking the right course?
southafrica@nobleprog.co.za or +27 (0)10 005 5793
Data Analysis with SQL, Python, and Tableau Training Course - Enquiry
Testimonials (2)
Small group, in-person for 3 days,
Annina - Ricardo AG
Course - SQL: Basics to Intermediate
I liked the pace of the training and the level of interaction. All participants were encouraged to actively partake in discussions around exercise solutions, etc.
Aaron - Computerbits
Course - SQL Advanced level for Analysts
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