Big Data Architect Masters Program

Module 1: Big Data Hadoop Certification Training

⏳ 3 weeks

• Topics: HDFS, MapReduce, YARN, Hive, Pig, HBase

• Hands-on: Perform ETL operations using Hadoop ecosystem tools

Module 2: Apache Spark and Scala Certification Training

⏳ 2 weeks

• Topics: RDDs, DataFrames, Spark SQL, MLlib, Spark Streaming

• Hands-on: Build real-time and batch processing pipelines using Spark

Module 3: Apache Kafka Certification Training

⏳ 1 week

• Topics: Kafka architecture, producers, consumers, partitions, brokers

• Hands-on: Develop Kafka-based event streaming applications

Module 4: Talend for Data Integration

⏳ 2 weeks

• Topics: ETL basics, Talend components, job design

• Hands-on: Design Talend jobs for batch data processing and integration

Module 5: Apache Cassandra Certification Training

⏳ 1 week

• Topics: NoSQL concepts, data modeling, replication, consistency

• Hands-on: Store and query large-scale structured data with Cassandra

Module 6: MongoDB Certification Training

⏳ 1 week

• Topics: CRUD, aggregation, indexing, replication, sharding

• Hands-on: Build flexible schema applications with MongoDB

Module 7: Data Warehousing with Amazon Redshift

⏳ 1 week

• Topics: AWS Redshift architecture, Spectrum, best practices

• Hands-on: Create and manage data warehouses on AWS Redshift

Module 8: Azure Data Factory

⏳ 1 week

• Topics: Data pipelines, triggers, activities, linked services

• Hands-on: Automate data movement and transformation in Azure

Module 9: Capstone Project

⏳ 2 weeks

• Topics: End-to-end big data architecture design

• Hands-on: Implement a real-world project using Hadoop, Spark, and NoSQL

Get certificate