Course Content
day 1 workshop
day 2 workshop
3 software sdlc stlc data evolution
4 hdfs 1.0 cluster administration
5 hdfs meta data management 2.0
6 linux and hadoop commands
7 linux and hadoop parameterization
8 sqoop intro architecture features mappers
9 sqoop import properties mappers controlling imports incremental
10 sqoop incremental append job password file serialization
11 sqoop last modified
12 sqoop export merge architecture
13 sqoop performance tuning hive intro
14 sql vs hql hive intro
15 hdfs loads hive types of tables partitions intro
16 hive static and dynamic partitions
17 hive sub partitions bucketing
18 hive avro processing revision flows
19 aws hive analytics
20 azure cloud hive analytics
21 hive dml xml project explanation
22 spark intro set up
23 spark thoery jar deployment
24 spark types of processing spark core spark sql
25 spark rdd intro scala list iteration and lamba
26 new cloudera set up
27 spark schema rdd row rdd dataframe conversion
28 spark rdd to dataframe conversion row rdd
29 spark semi structured data reads
30 spark avro external jar deployment
31 spark xml avro deployment modes partition
32 spark domain specific language
33 spark dsl aggregations joins complex data processing
34 spark array data processing rdbms integration intro
35 spark rbms hive integration
36 spark hive integration dive deep memory tuning
37 spark complex data generation
38 project 3 spark api rds incremental read with complex data generation
39 hbase intro
40 hbase handson
41 hbase sqoop spark integration uber usecase
42 pyspark intro rdd deployments
43 pyspark hbase integration
44 cassandra spark integration
45 aws intro s3 commands cloud integration
46 aws ec2 emr cli spark deployment project 4
47 aws emr spark runs yarn architecture
48 kafka intro handson producer nifi integration
49 spark kafka streaming integration
50 aws streaming kinesis data streams kafka consumption model
51 spark coalesce repartition cache persist nifi intro
extra avro schema evolution
52 spark structured streaming kafka socket handson
54 nifi cassandra incremental append intro
55 nifi incremental cassandra import spark partitioning
About this course
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This course includes:
- 55 modules
- Comprehensive reading materials
- Full lifetime access