Course Content
1 big data intro data evolution
2 big data handson execution learning plan
3 software overview big data evolution deep cluster information
4 hdfs cluster administration cloud hadoop set up details
5 hdfs metadata management 2.0 high availability
6 linux commands hadoop intro
7 hdfs commands deep dive
8 sqoop intro import export command design
9 sqoop controlling imports incremental intro
10 sqoop incremental imports automation jobs
11 sqoop password file automation serialization parquet
12 sqoop serialization avro orc modified aws s3 import
13 sqoop multi mappers export intro
14 sqoop export staging hive intro hql vs sql
15 hive edge node loads hdfs loads location
16 hive types of tables partitions intro
17 hive partitions static load static inserts
18 hive dynamic partitions sub partitions revision
19 hive avro schema evolution project
20 hive performance spark intro lazy evolution
21 mr vs spark performance spark deployment
22 spark types of processing list iterations lambda
23 scala spark list iterations usecases
24 spark rdd deep dive usdata.csv
25 spark schema rdd row rdd dataframe intro
26 spark dataframe read writes single formulae
27 spark avro read dataframe writes save modes
28 spark xml partitionby dsl intro
29 spark dsl deep dive
30 spark dsl withcolumn aggregation
31 spark dsl join aws s3 integration rds aws
32 sparkcomplex data intro struct operation
33 spark complex nested struct complex array type processing
34 spark complex array generation revision
35 spark complex array struct generation spark hive intro
36 spark real time scenario project
37 spark hive integration resume building
38 spark hive integration pyspark intro
39 pyspark deep handson deployment
40 aws intro s3 commands cli integration
41 aws s3 commands ec2 keypair emr intro
42 spark aws emr development step execution deployment
43 aws emr prod deployment athena analytics nifi intro
44 nifi intro etl aws s3 streaming
45 streaming intro workshop
46 streaming kafka intro handson nifi integration
47 spark streaming kafka nifi handson
48 aws kinesis streaming nosql intro
49 hbase nosql hive integration spark hbase integration
50 git cassandra spark integration nosql
51 spark structured streaming dataframe kafka
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About this course
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This course includes:
- 52 modules
- Comprehensive reading materials
- Full lifetime access