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