Course Content
1 big data pre requisite session
2 big data execution learning plan discussion
3 data deep big data evolution deep dive
4 hadoop clustering hdfs architecture set up 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 glimpse
12 sqoop cloud intro aws azure gcp s3 import serialization glimpse
13 serialization deep dive serialized file formats
14 avro serialization multi mappers hive intro
15 hive vs sql deep dive table and db creation
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 handson cli
40 aws emr intro pyspark devlopment emr
41 aws emr full project deployment airflow automation
42 scala spark rdd operations file processing dataframe
43 scala spark emr development cloud deployment
44 nifi data flow orchestration streaming
45 kafka message queing handson streaming
46 kafka spark streaming integration
47 aws kinesis streaming spark integration gcp intro
48 cassandra intro no sql database
49 azure deploymentspark hdinsight data factory
50 nosql database cassandra spark integration
About this course
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This course includes:
- 50 modules
- Comprehensive reading materials
- Full lifetime access