Program Overview
Learn how tech giants process billions of events per day. Master distributed computing with Apache Spark, real-time event streaming with Apache Kafka, data lakehouses with Delta Lake, and workflow orchestration with Apache Airflow.
What You Will Master:
Industry-Aligned Curriculum
Designed with tech leads to bridge theory with real enterprise engineering demands.
- Limits of single-node computing, scaling out vs. scaling up
- Hadoop ecosystem: HDFS architecture, NameNode/DataNode, and distributed storage
- Data file formats: Parquet, ORC, Avro vs. CSV/JSON performance and columnar storage
- Spark architecture: Driver, Executors, Cluster Manager, and DAG execution
- PySpark DataFrames, transformations, actions, and lazy evaluation
- Spark SQL, window functions, user-defined functions (UDFs)
- Spark performance tuning: Shuffling, partition sizing, caching, and broadcast joins
- Kafka architecture: Topics, partitions, brokers, producers, and consumer groups
- Message serialization with Apache Avro and Confluent Schema Registry
- Spark Structured Streaming: Watermarking, sliding windows, and exactly-once semantics
- Data lakehouse architecture (Medallion: Bronze, Silver, Gold layers)
- Delta Lake: ACID transactions, time travel, schema enforcement, and compaction
- Cloud data warehousing with Snowflake and transformation pipelines with dbt
- Airflow architecture: Webserver, Scheduler, Metadata DB, and Celery workers
- Designing resilient DAGs, task dependencies, retries, and SLA alerts
- Interview coaching for Big Data Engineer, Data Platform Engineer, and resume prep
Production Capstone Projects
Build verified GitHub repository projects to showcase in your portfolio and resume.
Real-Time Clickstream Analytics Platform
Ingests 100,000 events/sec via Kafka, aggregates metrics in real time with Spark Structured Streaming, and writes to Delta Lake with Grafana dashboard.
Automated Financial Data Lakehouse with Airflow
Multi-stage Airflow DAG extracting daily market feeds, performing transformations with PySpark, and loading into Snowflake with automated dbt testing.
CDC (Change Data Capture) Pipeline with Debezium
Streams real-time database changes from MySQL into Kafka topics and updates the analytical data warehouse with sub-second latency.
Technologies & Tools You Will Use
Practical mastery on the modern tech stacks demanded by high-growth startups and tech giants.
Learn from Industry Veteran
Live mentorship and code reviews from practitioners who have shipped software at scale.
Aman Verma
12+ years building petabyte-scale distributed data platforms on AWS and GCP. Expert in PySpark, Kafka streaming, and modern data warehouses.
Career Outcomes & Placement Support
Comprehensive career guidance from Day 1 to land competitive tech roles.
Target Roles You Qualify For:
Book a Free Live Demo Class
Experience our interactive teaching before enrolling. Fill this quick form and our counseling team will send the session invite.
Frequently Asked Questions
Got questions about admissions, batch schedules, or refunds? Here are quick answers.
College students, fresh graduates, and working professionals looking to upskill or transition into high-paying tech careers are all eligible. Basic familiarity with computer operations is sufficient; foundational concepts are thoroughly taught in the initial modules.
All live lectures are recorded in high-definition and uploaded to your student portal within 2 hours. You retain lifetime access to recordings, lecture slides, code repositories, and batch discussion forums.
We offer flexible zero-cost and low-cost monthly EMI options starting at just ₹2,416 / month. You can split the tuition without financial stress and focus 100% on learning.
Yes! Upon completing the syllabus and submitting the required capstone projects, you will receive an industry-recognized Certificate of Completion from Talvion IT Academy with a verifiable credential ID for LinkedIn.