Data Analysis with SQL, Python and Spotfire Training Course
Course Outline
======== Day 01 ========
Introduction to Relational Database Management Systems (RDBMS)
- Overview of Oracle RDBMS and the SQL Language
Data Storage in an RDBMS
- Understanding Tables, Records, and Columns
Connecting to an Oracle Database
- Command Line vs. Graphical User Interface (GUI)
- Login Process: Server, Database, and Credentials
Data Analysis with SQL
- Querying the Database Using SELECT Statements
- Filtering Data with WHERE Clauses
- Sorting Data with ORDER BY Clauses
- Querying Multiple Tables with Joins
- Grouping Data with GROUP BY Clauses
- Using Aggregate Functions for Calculations on Resulting Data
- Filtering Groups with HAVING Clauses
Introduction to Python
- Crash Course on Python Syntax
Connecting to an Oracle Database Using Python
- Login Process: Server, Database, and Credentials
Data Analysis with Python
- Querying the Database
- Filtering, Ordering, and Counting Data
- Advanced Queries for Government Use
======== Day 02 ========
Introduction to Data Visualization with TIBCO Spotfire
Connecting to a Spotfire Server
- Web Client vs. Installed Client for Government Operations
Importing Data into TIBCO Spotfire
Data Visualization Techniques
- Bar Charts
- Line Charts
- Pie Charts
Filtering Data in TIBCO Spotfire
Presentation Strategies with TIBCO Spotfire for Government Audiences
Summary and Conclusion
Requirements
- Familiarity with data analysis concepts for government
Audience
- Government business analysts
Runs with a minimum of 4 + people. For 1-to-1 or private group training, request a quote.
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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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