Course Content
1 big data pre requisite session
2 big data handson execution learning plan discussion
3 big data analytics deep dive evolution
4 cloud glimpse clustering hdfs architecture installation
5 hdfs meta data management practical block splits hadoop 2.0
6 linux and hadoop command intro
7 hdfs commands handson
8 hdfs data exchange sqoop intro
9 sqoop first import where imports
10 sqoop query import incremental import
11 sqoop password file automation jobs cloud intro
12 sqoop cloud intro aws azure gcp s3 iport serialization glimpse
13 serialized deep dive file format
14 avro serialization multi mappers hive intro
15 hive deep dive hive vs sql
16 hive hdfs deep integration table creation edge node loads location
17 hive types of tables partitions intro
18 hive partitions deep full revision
19 hive dynamic partitions cloud analytics avro schema evolution
20 hive performance tuning spark intro lazy evaluation
21 spark lazy evaluation - mr vs spark performance check deployment
22 pyspark types of processing file reads
23 pyspark handson list iterations
24 pyspark rdd handson deep dive string flatmap
25 pyspark deep rdd handson file processing
26 pyspark dataframe file reads dsl intro
27 pyspark dsl filter expression deep dive
28 pyspark dsl select expression filters deep dive
29 pyspark withcolumn dsl expressions aggregations
30 pyspark aggregations deep join
31 pyspark windowing functions revision
32 pyspark scenarios
33 pyspark complex data intro types
34 pyspark complex data deep dive struct type
35 complex data 3rd type api data read resume building
36 azure databricks pyspark end to end pipeline
37 aws cloud data pipeline end to end
38 aws intro aws deep services s3 handson
39 aws s3 deep handson ec2
40 aws emr intro pyspark devlopment emr
41 aws emr full project deployment airflow automation
42 scala spark rdd operations
43 scala spark emr development cloud deployment
44 nifi data flow orchestration streaming
45 streaming intro workshop
46 kafka message queing handson streaming
47 kafka spark streaming integration
48 aws kinesis streaming spark integration gcp intro
49 azure deployment spark hd insight data factory
50 azure deploymentspark
51 google cloud deployment end to end
About this course
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This course includes:
- 51 modules
- Comprehensive reading materials
- Full lifetime access