yaowser / learn-spark

Code and Files from Lynda.com, IBM cognitiveclass.ai, O'Reilly's Definitive Guide, Databricks tutorials and EDX Cloud Computing, Structured Streaming, Unified Analytics Integration, End-to-End Applications

Learn/Teach Apache Spark 2.1 via Databricks Community Edition

video lecture (teach spark final project): https://youtu.be/IVMbSDS4q3A

Paper: https://www.academia.edu/35646386/Teaching_Apache_Spark_Demonstrations_on_the_Databricks_Cloud_Platform

Powerpoint: https://www.slideshare.net/YaoYao44/teaching-apache-spark-demonstrations-on-the-databricks-cloud-platform/

Lynda:

Essential Training: https://www.lynda.com/Apache-Spark-tutorials/Apache-Spark-Essential-Training/550568-2.html

Extending Spark: https://www.lynda.com/Hadoop-tutorials/Extending-Hadoop-Data-Science-Streaming-Spark-Storm-Kafka/516574-2.html

IBM bigdatauniversity:

Spark Fundamentals I: https://courses.cognitiveclass.ai/courses/course-v1:BigDataUniversity+BD0211EN+2016/info

Spark Fundamentals II: https://courses.cognitiveclass.ai/courses/course-v1:BigDataUniversity+BD0212EN+2016/info

Apache Spark Makers Build: https://courses.cognitiveclass.ai/courses/course-v1:BigDataUniversity+TMP0105EN+2016/info

Exploring Spark's GraphX: https://courses.cognitiveclass.ai/courses/course-v1:BigDataUniversity+BD0223EN+2016/info

Analyzing Big Data in R using Apache Spark: https://courses.cognitiveclass.ai/courses/course-v1:BigDataUniversity+RP0105EN+2016/info

completed notebooks: files found from notebook root

O'Reilly:

Definitive Guide Excerpts: http://go.databricks.com/definitive-guide-apache-spark

Raw Chapters: http://shop.oreilly.com/product/0636920034957.do

EDX:

DAT202.3x: Implementing Predictive Analytics with Spark in Azure HDInsight: https://courses.edx.org/certificates/7d015df9db7347cc8ecefd3d78a47415

Databricks:

Educational and Training material: https://docs.databricks.com/spark/latest/training/index.html

Community edition github: https://github.com/databricks/Spark-The-Definitive-Guide

ML spark project: https://docs.databricks.com/spark/latest/training/cal-state-la-biz-data-la.html

Genome project: https://docs.databricks.com/spark/latest/training/1000-genomes.html#hail-tutorial-sse-2017