Here is a list of my favorite courses for learning Big Data technologies like Hadoop, Spark, MapReduce, and SQL.
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The Ultimate Hands-On Hadoop – Tame your Big Data!
Created by Sundog Education by Frank Kane, Frank Kane
Created by Sundog Education by Frank Kane, Frank Kane

Taming Big Data with Apache Spark and Python – Hands On!
Created by Sundog Education by Frank Kane, Frank Kane
Created by Sundog Education by Frank Kane, Frank Kane

Big Data and Hadoop for Beginners – with Hands-on!
Created by Andalib Ansari
Created by Andalib Ansari

Taming Big Data with MapReduce and Hadoop – Hands On!
Created by Sundog Education by Frank Kane, Frank Kane
Created by Sundog Education by Frank Kane, Frank Kane

Apache Spark 2.0 with Scala – Hands On with Big Data!
Created by Sundog Education by Frank Kane, Frank Kane
Created by Sundog Education by Frank Kane, Frank Kane

Scala and Spark for Big Data and Machine Learning
Created by Jose Portilla
Created by Jose Portilla

Learn Big Data: The Hadoop Ecosystem Masterclass
Created by Edward Viaene
Created by Edward Viaene
Video courses on database technology:
Links to posts about databases:
- Why Databases?
- MyISAM vs. InnoDB, and how to switch engines on existing tables
- Installing the Python-MySQL (MySQLdb) connector using the Yum package manager and easy_install
- Backing up and restoring databases and tables in MySQL
Links to posts about big data