Course Content
1 big data intro evolution prerequisite session
2 big data end to end execution learning plan
3 software overview big data evolution in deep
4 hdfs cluster administration block splits set up details
5 hdfs metadata management hadoop 2.0
6 linux commands hadoop intro
7 hadoop commands in deep
8 sqoop intro command design controlling imports
9 sqoop controlling imports deep query imports
10 sqoop incremental imports automation job
11 sqoop password file cloud intro cloud imports
12 serialization types of file formats
13 sqoop multi mappers export staging
14 sqoop performance tuning hive intro hive vs sql
15 hive table creation edge node data loads
16 hive hdfs loads location types of tables
17 hive partitions static load static insert
18 hive dynamic partitions revision
19 hive aws emr avro schema evolution project
20 hive performance tuning spark intro lazy evolution
21 spark vs mr performance deployment
22 spark types of processing list iteration intro
23 spark scala list iterations lambda
24 spark rdd operations handson
25 spark columns processing usdata.csv
26 spark row rdd dataframe single formulae
27 spark dataframe rds read formuale df writes avro
28 spark write save modes xml reads
29 spark aws s3 integration partition by dsl intro
30 spark dsl intro deep selectexpr filters
31 spark dsl deep dive join types
32 spark aggregations complex intro revision
33 spark complex data multiline struct data processing
34 spark complex data processing struct nested
35 spark complex data array type generation api data read
36 real time scenario project
37 spark complex struct array gen resume building
38 aws intro s3 handson
39 spark s3 cli ec2 emr development
40 spark emr development and spark deployment script
41 spark production deployment aws emr
42 pyspark intro handson rdd dataframe
43 pyspark emr deployment spark hive intro
44 nifi intro streaming web api
45 streaming intro workshop
46 kafka intro handson
47 kafka spark streaming integration nifi
48 kafka consumption models isr aws kinesis spark streaming
49 nosql intro hbase hive spark intergration
50 cassandra nosql spark integration athena
51 spark dataframe streaming nifi scheduling
About this course
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This course includes:
- 51 modules
- Comprehensive reading materials
- Full lifetime access