Course Content
1 big data pre requisite session
2 big data handson execution learning plan discussion
3 big data evolution deep analytics real examples
4 hdfs clustering architecture set up
5 hadoop metadata management hadoop 2.0
6 linux and hadoop command intro
7 linux remaining hdfs commands handson
8 hdfs commands deep handson sqoop intro
9 sqoop handson controlling import where
10 sqoop query imports incremental imports
11 sqoop password file automation job cloud glimpse
12 cloud intro aws azure gcp cloud imports serialization glimpse
13 serialized deep dive file formats parquet
14 serialization avro multi mappers hive intro
15 hive deep dive hive vs sql
16 hive deep handson edge node loads location
17 hive types of tables partitions static load
18 hive static insert dynamic insert revision
19 hive cloud aws gcp analytics hive avro
20 hive performance tuning spark intro lazy evaluation
21 spark vs mr performance test lazy execution pyspark deployment
22 pyspark file reads methods classes
23 pyspark list iteration rdd handson
24 pyspark rdd handson usecase
25 pyspark rdd file processing usecase usdata.csv
26 pyspark dataframe file reads dsl intro
27 pyspark dsl filter expression deep dive
28 pyspark dsl expression withcolumn joins
29 pyspark scenarios and anti join
30 pyspark dsl aggregations cross join
31 pyspark windowing functions revision
32 pyspark complex data intro types
33 pyspark complex deep dive struct data type
34 pyspark complex data deep dive 3 rd type
35 real time datapipelines resume building
36 google cloud datapipeline airflow end to end execution
37 google cloud aws cloud data pipeline deep dive
38 aws cloud intro s3 handson
39 aws s3 deep handson ec2
40 aws emr intro pyspark development 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 streaming intro workshop
46 kafka message queing handson streaming
47 kafka spark streaming integration
48 aws kinesis streaming spark integration gcp intro
49 cassandra intro no sql database
50 extension video cassandra handson integration spark
51 azure deploymentspark hdinsight data factory
51 nosql database cassandra spark integration
About this course
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This course includes:
- 52 modules
- Comprehensive reading materials
- Full lifetime access