About Big Data Analytics
This elective covers the processing and analysis of large-scale datasets using big-data frameworks such as Hadoop and Spark. It includes batch analytics, real-time stream processing, distributed storage, and the design of scalable data pipelines used in modern enterprise environments.
Learning Modules
Big Data Fundamentals
Concepts of large-scale data processing, distributed computing & data ecosystems.
Hadoop Ecosystem
HDFS, MapReduce, YARN, Hive, Pig, and scalable batch processing.
Apache Spark
RDDs, DataFrames, Spark SQL, MLlib & real-time stream processing.
Data Analytics & Visualization
Exploratory data analysis, statistical modeling, dashboards & BI tools.
Real-Time Data Pipelines
Kafka, Flink, workflow orchestration & enterprise-grade scalable pipelines.
Career Path
Big Data Engineer
Designs and builds scalable data pipelines using Hadoop, Spark, Kafka, and distributed systems for enterprise data workflows.
Data Analyst
Analyzes business data, generates insights, builds dashboards, and supports decision-making using analytical and visualization tools.
Spark Developer
Builds Spark streaming and batch applications using RDDs, DataFrames, and MLlib for high-performance analytics.
Hadoop Administrator
Manages Hadoop clusters, configures HDFS, monitors performance, and ensures reliability of distributed big-data systems.
Data Scientist
Builds predictive models, applies machine learning, and works with large datasets to solve business problems.
Real-Time Data Engineer
Designs streaming architectures using Kafka, Flink, or Spark Streaming for real-time analytics and event processing.
ETL Developer
Builds and maintains ETL workflows, handles data cleaning, transformation, and ensures high-quality structured datasets.
Data Architect
Designs large-scale data architectures, storage models, and enterprise data strategies using modern big-data platforms.
Machine Learning Engineer
Develops ML models and integrates them into big-data environments using Spark MLlib and scalable pipelines.
Data Security Specialist
Secures large datasets, ensures data governance, compliance, privacy, and risk-free big-data operations.
Awards and Recognitions








