Course Outline
Introduction to Apache Drill
How does Apache Drill compare to Spark SQL, Hive and Impala?
Overview of Apache Drill Features and Architecture
- Apache Drill Components
Performing SQL Queries in Apache Drill
Understanding Data Types and Formats
Working with Schemas
Case Study and Exercise: Querying Sales Data for the Year
Performing Queries on JSON Data
Combining Data Types in SQL Queries
Creating and Dropping Tables and Views
Using Nested Data and Window Functions
Performing Data Analysis with Apache Drill
Case Study and Exercise: Analyzing the Results of a Marketing Campaign
Designing a Query Plan in Apache Drill
Optimizing Queries in Apache Drill
Integrating Apache Drill with MS Excel
Using Apache Drill ODBC/JDBC drivers to plug into Tableau, MicroStrategy, Qlikview, etc.
Case Study and Exercise: Visualizing the Data and the Power of a Good Story
Understanding Apache Drill's Decentralized Security Model
Apache Drill Performance and Debugging
Summary and Conclusion
Requirements
- An understanding of Hadoop, NoSQL, and other data storage concepts
- Experience with writing SQL queries
- Experience with Linux command line
Testimonials (5)
The trainer adapted the materials and contents to what he thought would be best for us and he succeeded. The quality of the training was excellent.
Jorge Sanchez Hernandez - CSMART - Carnival
Course - QGIS for Geographic Information System
Dużo cierpliwości
Mateusz - WestWind Energy Polska Sp. z o.o.
Course - ArcGIS for Spatial Analysis
Professional and very practical, usuefull in a daily work
Jozefin Rékasi - SC Automobile Dacia SA
Course - Advanced Data Analysis with TIBCO Spotfire
It covered the areas i said i was interested in before the course: data relationships, using python script. Connecting to databases will be covered in the advanced module.
Cristian Tudose - SC Automobile Dacia SA
Course - Introduction to Spotfire
I genuinely enjoyed the lots of labs and practices.