What will we learn? a We will learn to mine different types of data: ◆ Data is high dim yonal ◆ Data is a graph *Data-is infinite/never-ending Data is labeled a We will learn to use different models of computation: ◆ Matlab+ Hadoop+ Spark e Streams and online algorith o Single machine in-memory 2021/1/30 同济大学软件学院2021/1/30 13 What will we learn? ◼ We will learn to mine different types of data: ◆ Data is high dimensional ◆ Data is a graph ◆ Data is infinite/never-ending ◆ Data is labeled ◼ We will learn to use different models of computation: ◆ Matlab + Hadoop + Spark ◆ Streams and online algorithms ◆ Single machine in-memory