Course Content
1 big data pre requisite session
2 big data handson execution learning plan discussion
3 software overview big data intro deep evolution deep
4 hadoop clustering hdfs architecture set up steps
5 hadoop metadata management hadoop 2.0
6 linux handson edge node commands
7 hdfs commands deep dive
8 hdfs get commands sqoop intro sample execution command design
9 sqoop sample where imports portion imports
10 sqoop query import incremental password file
11 sqoop automation job serialization intro
12 serialization deep dive file formats deep
13 sqoop cloud imports aws azure gcp
14 sqoop exports hive intro evolution
15 hive vs sql deep dive table database creation
16 hive table creation hive database edge node loads location
17 hive types of tables partitions intro
18 hive static insert dynamic partitions revision
19 cloud hive analytics avro schema evolution project
20 hive performance tuning spark intro spark vs mr
21 spark vs mr performance check deployment spark
22 spark scala classes methods jars info handson intro
23 spark scala list iterations lambda operations
24 spark scala flatmap usecases scenarios
25 spark rdd scala file reads
26 spark rdd to dataframe deep sql intro
27 spark dataframe file reads semi structured reads
28 spark avro read dsl intro
29 spark dsl filters expressions functions
30 spark withcolumns join dsl deep
31 spark anti join scenario
32 spark aggregations dsl handson
33 spark windowing revision complete
34 spark write complex data intro
35 spark complex data processing type 1 2 resume building
36 aws cloud deployment emr airflow project
37 spark complex data 3rd type aws airflow recap
38 spark scenario aws intro s3 commands
39 aws s3 handson ec2 intro
40 aws ec2 emr development
41 aws emr deployment spark lambda automation
42 pyspark intro set up handson intro
43 pyspark handson part 1
44 pyspark handson part 2
45 pyspark emr deployment nifi intro
46 spark streaming intro workshop
47 kafka intro message queing handson
48 kafka spark streaming with nifi
49 kafka consumption models spark kinesis integration cassandra intro
50 spark cassandra no sql integraiton azure intro
51 gcp cloud spark deployment dataproc cloud functions
52 spark dataframe streaming structured
About this course
Enroll for Free
This course includes:
- 52 modules
- Comprehensive reading materials
- Full lifetime access