Data Scientist Skill Set
by 喆 徐
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