Data Scientist Skill Set
Door 喆 徐
![Mind Map: Data Scientist Skill Set](https://www.mindmeister.com/image/xlarge/827583588/mind-map-data-scientist-skill-set.png)
1. Basic Tools
1.1. Python
1.2. R
1.3. SQL
1.4. Excel
2. Statistics
3. Math
3.1. Linear Algebra
3.2. Calculus
4. Big Data
4.1. Apache Hadoop
4.1.1. HDFS
4.1.2. MapReduce
4.1.3. Flume
4.1.4. Hive
4.1.5. Pig
4.1.6. Hbase
4.1.7. YARN
4.1.8. Oozie
4.2. NoSQL
4.2.1. MongoDB
4.2.2. Couchbase
4.2.3. Neo4J
4.2.4. Cassandra