Data Analysis with SQL, Python and Spotfire培训
======== 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