Data Analysis with SQL, Python and Spotfire Training Course
Through this instructor-led live training, participants will master three distinct methodologies for accessing, analyzing, and visualizing data. The session begins with an introduction to RDMS databases, emphasizing the use of SQL to access and query an Oracle database. Next, we explore strategies for programmatically accessing an RDMS database via Python. Finally, we examine techniques for graphically visualizing and presenting data using TIBCO Spotfire.
Course Format
- Interactive lectures and discussions.
- Extensive exercises and practice sessions.
- Hands-on implementation within a live-lab environment.
Course Outline
======== Day 01 ========
Introduction to RDMS (Relational Database Management System)
- Oracle RDMS and the SQL language
How Data is Stored in an RDMS
- Tables, records and columns
Connecting to an Oracle database
- Command line vs GUI
- Logging in: server, database, credentials
Data Analysis with SQL
- Querying the database using SELECT
- Filtering data with WHERE
- Sorting data with ORDER BY
- Querying multiple tables with Joins
- Grouping Data with GROUP BY
- Using aggregate functions to perform calculations on resulting data
- Filtering groups with HAVING
Introduction to Python
- Crash course on Python syntax
Connecting to an Oracle database
- Logging in: server, database, credentials
Data Analysis with Python
- Querying the database
- Filtering, ordering, and counting data
- Advanced queries
======== Day 02 ========
Introduction to Data Visualization with TIBCO Spotfire
Connecting to a Spotfire Server
- Web client vs installed client
Importing Data
Data Visualization
- Bar Chart
- Line Charts
- Pie Chart
Filtering Data
Presentation Strategies with TIBCO Spotfire
Summary and Conclusion
Requirements
- Familiarity with data analysis concepts
Audience
- Business analysts
Open Training Courses require 5+ participants.
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Testimonials (1)
I genuinely enjoyed the lots of labs and practices.
Vivian Feng - Destination Canada
Course - Data Analysis with SQL, Python and Spotfire
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