Course Content
1 big data intro prerequisite session
2 big data handson execution learning plan
3 software overview intro big data evolution deep
4 hadoop clustering hdfs cluster administration set up
5 hadoop metadata management 2.0 high availability
6 linux command hdfs intro
7 hdfs commands deep dive
8 sqoop intro evolution sample import command design
9 sqoop controlling import where query
10 sqoop incremental automation job
11 sqoop job date cloud intro
12 sqoop aws s3 integration serialization intro
13 serialization avro schema multi mappers
14 sqoop export staging hive intro hql vs sql
15 hive intro db table creation edge node loads
16 hive hdfs loads location types of tables intro
17 hive types of tables hive partitions intro
18 hive static insert dynamic partitions revision
19 hive aws analytics project avro schema evolution
20 hive performance tuning spark intro lazy evolution
21 spark vs mr performance run deployment
22 spark ways or processing scala intro
23 scala list iterations lambda
24 spark scala list iterations scenarios
25 spark rdd file processing usdata.csv
26 spark schema rdd row rdd column filters
27 spark dataframe reads writes avro
28 spark rds xml partition by
29 spark s3 integration save modes dsl intro
30 spark dsl filters types
31 spark deep dsl complete revision
32 spark dsl aggregations joins
33 spark anti joins complex data intro
34 spark complex data type 2 processing
35 spark complex data array time api data read
36 spark real time scenario
37 spark complex array generation resume building
38 aws intro s3 cli commands
39 aws s3 sync ec2 emr intro project development
40 spark aws emr development step function deployment command runner
41 spark emr deployment command runner
42 aws emr prod deployment pyspark intro
43 pyspark deep handson emr deployment aws
44 nifi intro data flow streaming intro spark
45 spark streaming intro
46 kafka intro message queue topic data streaming
47 nifi kafka spark streaming
48 kafka consumption models spark aws kinesis streaming
49 no sql intro hbase handson spark hive hbase integration
50 cassandra nosql spark integration
51 spark dataframe streaming aws athena
About this course
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This course includes:
- 51 modules
- Comprehensive reading materials
- Full lifetime access