Data Analysis with SQL, Python, and Tableau Training Course
Python stands as the most widely adopted programming language in the fields of data science and machine learning. SQL remains the standard tool for managing databases, while Tableau leads the industry in business intelligence and data visualization. Integrating SQL, Python, and Tableau creates a robust, end-to-end solution for comprehensive data analysis.
This instructor-led live training, available either online or on-site, 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 capable of:
- Establishing the required environment for data analysis using SQL, Python, and Tableau.
- Grasping essential software integration concepts, including data, servers, clients, APIs, and endpoints.
- Reviewing the fundamental principles of Python and SQL.
- Applying data pre-processing techniques within Python.
- Mastering the connection between Python and SQL for effective data analysis.
- Generating insightful data visualizations and charts using Tableau.
Course Format
- Engaging lectures and interactive discussions.
- Extensive exercises and practical practice.
- Hands-on implementation within a live lab environment.
Course Customization Options
- To request customized training for this course, please reach out to us to make arrangements.
Course Outline
Introduction
- The fundamentals of Python and SQL
- 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
- Design principles for visualization in Tableau
- Creating dashboards, charts, tables, and mapping
- Practical examples and use cases
Troubleshooting
Summary and Next Steps
Requirements
- Familiarity with SQL concepts and Tableau
- Python programming experience
Audience
- Data scientists
- Developers
Open Training Courses require 5+ participants.
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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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