The Ultimate Data Stack: SQL + Tableau + Python
Master the full spectrum of data analysis, from robust data extraction with SQL to powerful visualization with Tableau and advanced analytics with Python.
Course Syllabus: SQL + Tableau + Python
-
Software Integration:
Understand how SQL, Tableau, and Python seamlessly integrate to form a comprehensive data analysis pipeline.
-
What’s Next in the Course:
An overview of the advanced topics and hands-on projects you’ll tackle throughout this integrated program.
-
Preprocessing the Absenteeism_data:
Learn practical data cleaning and preparation techniques using Python, focusing on a real-world absenteeism dataset.
-
Applying Machine Learning to the Preprocessed data:
Implement machine learning algorithms in Python on the cleaned data to extract insights and build predictive models.
-
Connecting Python and SQL:
Discover methods to connect your Python scripts directly to SQL databases for efficient data querying and management.
-
Analyzing the Obtained Data in Tableau:
Visualize the processed data from Python and SQL in Tableau, creating interactive dashboards to communicate findings effectively.