Course Content
1 big data intro pre requisite session
2 big data end to end execution learning plan discussion
3 big data deep evolution cloud basic intro
4 hadoop clustering hdfs cluster administration
5 hdfs metadata management 2.0 architecture
6 linux commands hdfs commands intro
7 hdfs commands deep dive
8 sqoop intro sample import design command
9 sqoop controlling imports where query
10 sqoop incremental append password file automation job
11 sqoop automation job aws cloud imports
12 sqoop aws azure intro serialization intro
13 serialiazed file format avro schema evolution multi mappers
14 sqoop export staging hive intro evolution
15 hive vs sql parsing hive table creation db
16 hive data loads edge node loads hdfs loads
17 hive types of tables partitions intro static loads
18 hive dynamic partitions revisions
19 hive aws analytics avro schema evolution project
20 hive performance tuning spark intro lazy evolution
21 spark vs mr performance test deployment set up
22 spark types of processing classes methods scala intro
23 spark scala interations int strings
24 spark scala list iterations flatmap usecase
25 spark rdd file processing
26 spark schema rdd row rdd
27 spark dataframe read formulae avro
28 spark dsl intro filters
29 spark dsl filters expression withcolumn
30 spark dsl joins scenario withcolumn
31 spark anti join aws spark integration
32 spark df vs rdd writes partition modes
33 spark complex data intro revision
34 spark complex data type 2 struct
35 spark complex data array type 3 struct generation
36 real time scenario delta data
37 project execution resume building
38 aws s3 intro s3 cli commands
39 aws s3 ec2 emr intro
40 emr project development spark
41 emr spark development step execution command runner
42 emr scheduling nifi pyspark intro
43 pyspark deep handson
44 nifi intro data flow streaming
45 spark streaming intro workshop
46 streaming intro kafka theory execution
47 spark kafka streaming integration nifi streaming
48 spark kafka consumption model kinesis streaming
49 hbase nosql spark hive integration hbase
50 cassandra no sql spark integration
51 spark dataframe streaming structured
About this course
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This course includes:
- 51 modules
- Comprehensive reading materials
- Full lifetime access