Course Content
1 big data prerequisite session
2 big data execution and learning plan discussion
3 software overview hadoop deep evolution cloud intro
4 hadoop clustering hdfs architecture cluster admin set up details
5 hadoop metadata management hadoop 2.0
6 linux handson hadoop intro
7 hadoop command deep handson
8 hadoop avro read sqoop intro evolution command
9 sqoop controlling import where
10 sqoop query import incremental imports
11 sqoop automation job multi mappers password file
12 aws azure gcp cloud sqoop imports
13 serialization sample execution file formats
14 sqoop avro imports export staging hive intro
15 hive vs sql deep hive db and tables
16 hive edge node loads location
17 spark types of tables partitions intro
18 hive partitions static dynamic revision
19 hive cloud aws azure gcp avro schema evolution project
20 hive performance tuning spark intro mr vs spark
21 spark vs mr performance run deployment lazy evaluation
22 spark types of processing scala intro handson
23 spark scala iterations list operations
24 scala flatmap usecase spark rdd
25 spark rdd file processing usdata
26 spark dataframe conversion rdd dataframe reads
27 spark dataframe writes avro reads
28 spark dsl deep dive select drop filters
29 spark dsl filters expression intro
30 spark dsl expression withcolumn joins intro
31 spark joins anti scenarios aws integration
33 spark partition by xml modes complex data intro scenario
33 spark complex data deep dive revision
34 spark complex data type 2 generation processing
35 spark type 3 array type resume building
36 azure gcp cloud development automation
37 spark gcp deep dive cloud function
38 aws intro s3 commands
39 aws s3 commands ec2 emr development
40 emr project deployment command runner
41 spark emr deployment pyspark intro handson rdd
42 pyspark development emr development
43 pyspark emr deployment secret manager config file
44 nifi intro data flow streaming spark
45 streaming intro workshop
46 kafka streaming nifi topic data streaming
47 kafka spark integration streaming
48 spark aws kinesis kafka consumption model
49 spark aws athena cassandra nosql
50 cassandra nosql spark integration
51 spark dataframe streaming
About this course
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This course includes:
- 51 modules
- Comprehensive reading materials
- Full lifetime access