Apache Spark tutorial with 20+ hands-on examples of analyzing large data sets, on your desktop or on Hadoop with Scala!
InstructorSundog Education by Frank KaneThe curriculum includes over 20 hands-on examples covering diverse areas such as movie rating analysis, social graphs via GraphX, and cloud deployment on Amazon EMR.
Editorial course preview
These 3 complementary views highlight concrete, legible examples from the course presentation.
This visual example demonstrates a social graph structure using Marvel superheroes as nodes, illustrating how entities are linked through relationships in big data analysis.
The instructor introduces the course content while graphics displaying the official logos for Apache Spark and Scala appear on screen.
The instructor introduces advanced Apache Spark modules, specifically highlighting coverage of MLLib for machine learning and GraphX for graph processing.
A dedicated module provides a Scala crash course to prepare learners for distributed programming using the language.
Learner signals suggest difficulties with project structure alignment and potential mismatches between instruction and current software versions. Note that these reports predated the displayed update date, so the update label does not prove a correction.
Some instruction may prioritize example execution over explaining the underlying syntax or logic, and certain complex topics like GraphX may lack clarity. Note that these reports predated the displayed update date, so the update label does not prove a correction.
The curriculum aligns well with the goal of teaching Spark and Scala to engineers.
