Course Content
1 big data prerequisite overview
2 big data handson execution flows prerequisite
3 big data deep dive simple architecture of big data
4 hdfs cluster administration meta data management
5 hadoop 2.0 high availability federation linux basics
6 linux hdfs commands
7 sqoop intro import export execution
8 sqoop architecuture multiple mappers controlling imports
9 sqoop eval incremental append job password file
10 sqoop last modified semi structured data import
11 sqoop export staging updates aws introi
12 sqoop aws s3 import performance tuning hive intro
13 hive loads locations
14 hive types of table static load static insert partitions
15 hive dynamic partitions sub partitions bucketing intro
16 hive bucketing avro schema evolution
17 aws hive cloud analytics integration
18 hive analytics 2
19 sqoop hive revision
20 azure hive analytics dml project
21 hive joins and mapreduce
22 yarn hive performance tuning interview questions
23 spark intro lazy evolution mr vs spark set up information
24 spark jar deployment cluster
25 spark list iteration lambda
26 spark list filtering 2
27 spark rdd operations column operations
28 spark row schema rdd to dataframe sql operation
29 spark seamless read writes json parquet orc csv
30 spark extra jar avro and xml handling
31 spark extra jar deployments partitions modes dsl intro
32 spark dsl deep dive with column
33 spark from_json rdbms integration revision
34 spark hive integration handson
35 spark aws s3 read writes xml writes complex data multiline struct
36 spark complex data array processing
37 spark complex data generation
38 nosql cap theorem hbase intro
39 hbase versioning hive hbase integration spark hbase project
40 spark hbase read write project
41 project end to end execution pyspark execution
42 pyspark deep dive interview preparation project explanation
43 aws intro s3 commands integration
44 aws ec2 emr spark project deployment
45 spark aws emr project deployment
46 spark ui debugging cache persist glue aws athena
47 nifi intro data flow aws s3 data ingestion
48 streaming intro whats app streaming
50 kafka intro nifi kafka integration spark streaming
52 spark streaming deep kafka consumption model
53 kafka isr aws kinesis spark streaming handson
54 spark kinesis deep dive memory tuning production issues
55 git version control
56 spark cassandra integration git
57 spark structured streaming kafka
About this course
Batch 29
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This course includes:
- 55 modules
- Comprehensive reading materials
- Full lifetime access