Course Content
1 big data pre requisite intro
2 big data handson execution learning plan discussion
3 data big data evolution deep cloud intro
4 hdfs clustering block splits hdfs architecture set up
5 hdfs 2.0 high availability metadata management
6 linux command hdfs commands intro
7 hadoop commands deep dive
8 sqoop intro sample execution command design
9 sqoop controlling imports where query
10 sqoop incremental import password file job intro
11 sqoop automation jobs cloud intro
12 sqoop aws cloud import serialization
13 serialized file formats avro parquet
14 sqoop exports staging multi mappers hive intro
15 hive vs sql deep hive tables and databases
16 hive tables edge node loads location
17 hive types of tables partition intro
18 hive partitions static dynamic revision
19 hive aws analytics avro schema evolution project
20 hive performance tuning spark intro
21 spark vs mr performance check deployment set up details
22 spark types of processing scala intro
23 spark scala iteration strings filters maps
24 scala usecases spark file reads
25 spark rdd us data file processing schema rdd
26 spark row rdd dataframe reads formulae
27 spark extra jars avro xml read writes
28 spark dsl operations filters
29 spark expressions withcolumn aws s3 integration
30 spark dsl deep joins withcolumn deep scenario
31 spark anti join aggregation revision
32 spark partition by save modes complex data intro
33 spark complex data intro type 2 partition by save modes
34 spark complex data type 2 generation
35 spark complex data array type processing
36 google cloud spark development deployment google function
37 google cloud project deployment resume building
38 aws intro s3 cli handson
39 aws s3 sync ec2 emr intro
40 aws development spark project
41 pyspark intro scala spark vs pyspark
42 aws spark deployment pyspark cont.
43 pyspark deep handson
44 nifi intro orchestration streaming intro
45 streaming workshop intro real time examples
46 kafka intro nifi kafka integration producer cli
47 kafka deep handson spark kafka integration nifi
48 spark kafka consumption models cassandra intro
49 spark cassandra integration kinesis aws
50 spark dataframe streaming kafka integration
About this course
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This course includes:
- 50 modules
- Comprehensive reading materials
- Full lifetime access