Course Content
1 big data pre requisite session
2 big data end to end execution learning plan discussion
3 software overview hadoop deep evolution
4 hadoop clustering hdfs architecture set up details
5 hdfs metadata management hadoop 2.0
6 linux command hdfs commands intro
7 hadoop commands handson
8 hadoop deep handson sqoop import sample intro
9 sqoop command design sample import controlling imports
10 sqoop query imports incremental password file
11 sqoop incremental job serialization intro
12 sqoop serialization deep cloud intro
13 cloud intro aws azure gcp s3 imports
14 sqoop muti mappers exports hive intro
15 hive vs sql hive handson intro
16 hive handson table database edge node loads location
17 hive types of tables partition intro
18 hive static and dynamic partitions revision
19 hive aws azure gcp cloud avro schema evolution project
20 hive performance tuning spark intro
21 spark lazy handson performance mr vs spark deployment
22 spark classes methods scala handson intro
23 spark scala iterations lambda string
24 spark scala use case rdd intro
25 spark file read rdd processing
26 spark schema rdd dataframe sql practise
27 spark dataframe read serialized data reads
28 spark dsl intro filters handson
29 spark dsl deep dive expression
30 spark expr with column joins intro
31 spark joins deep scenario execution
32 spark anti join aggregations cloud integrations
33 spark avro xml writes revision
34 spark complex data processing types
35 spark complex data array type profile building
36 aws emr complete automation lambda
37 spark emr aws deployment deep handson
38 spark aws s3 cli commands
39 spark aws s3 deep handson cli
40 spark emr development ec2 instance aws creation
41 spark aws emr deployments aws lambda cli command runner
42 pyspark intro deep handson
43 pyspark emr deployment
44 gcp cloud function trigger nifi intro
45 streaming intro workshop
46 nifi data flow kafka intro spark streaming
47 kafka spark streaming integration run
48 spark streaming kafka consumption model aws kinesis streaming
49 azure intro cloud spark development
50 nosql cassandra spark integration
51 spark dataframe streaming structured kafka
About this course
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This course includes:
- 51 modules
- Comprehensive reading materials
- Full lifetime access