Sl.No

Main Topic 

Sub Topic

No of Days

 1

Basic Big data related knowledge

Hadoop ecosystem

2

Distributed file

system (HDFS)

Computation framework (MapReduce),

 Resource

 Management Component (YARN) 

Hadoop ecosystem tool-Spark, Zookeeper, Kafka, Jindo

Filesystem.

Hadoop ecosystem tool-PIG, HIVE, HBase, Oozie

Hadoop ecosystem tool-Flume, Sqoop, Solr, Lucene, Ambari

2

MaxCompute

Max Compute components such as project, table, partition, resources, task, etc.

2

Max Computing Pricing Models

odpscmd, management console, Java SDK, tunnel command-line tools,  Tunnel SDK

user-defined functions, including UDF, UDAF, and

UDTF

Permission management of MaxCompute such as users,

roles, authorization (ACL & Policy), project space protection,

external and security level

3

DataWorks

Data Integration and Data governance

2

Data Development-workflow task and node task development and design, can configure appropriate dependencies and periodic scheduling

Data Studio, data service, operation & maintenance center

DataAnalysis. organization management and project management

4

E-MapReduce:

E-MapReduce-Benefits and Architecture 

2

Cluster Management and knowledge on cluster type such as Hadoop cluster Kafka cluster ZooKeeper cluster Druid cluster Dataflow cluster

Data Development

Manage a workflow project Edit jobs Edit a workflow 

Ad hoc queries ,Scheduling center and Pricing

5

Platform for AI(PAI)

Machine Learning Platform for AI, Architecture and Benefits

1

Create a project Data preparation Data preprocessing 

Manage Projects and  Data Sources

6

    Data V

Manage Widgets such as Line charts,Pie charts,Scatter charts and Basic flat map widgets 

2

Manage Workspace,Projects,Editor and Data Sources

   7

      Quick BI

Data Modelling and Data Analysis

1

Create dataset, create a workbook, data modelling

and create report tables