CY-703 (C) RGPV B.Tech
Data Engineering (DE)
Previous year papers and the official syllabus are free to read, no account needed.
Previous Year Papers
2 papers, latest Dec 2024
Syllabus, notes and important questions for CY-703 (C)
Syllabus units
Topics as the official RGPV syllabus lists them.
Unit 1 Introduction to Data Engineering 9 topics
- Definition
- Evolution
- Life Cycle
- Data Engineering skills and activities
- Data Maturity
- Data Lifecycle Versus the Data Engineering Lifecycle
- Security
- Data Management
- DataOps
Unit 2 Source Systems and Data Ingestion 6 topics
- Types of Data Architecture
- Data Lake
- Data Lakehouses
- Modern Data Stack
- Lambda Architecture
- Kappa Architecture
Unit 3 Data Platforms 8 topics
- Stream-to-Batch Storage Architecture
- Data Catalog
- Data Sharing
- Data Modeling
- Dimensional Modeling
- Creating Tables
- Schema Migration
- Building the data warehouse
Unit 4 Data Ingestion 11 topics
- SFTP and SCP
- Webhooks
- Web Interface
- Web Scraping
- Business Intelligence Tools
- Introduction to Superset
- Creating visualizations
- Data Quality
- Data Catalogs
- Data Lineage
- Data Governance
Unit 5 ETL and Reverse ETL 9 topics
- ETL
- Reverse ETL
- Security
- Privacy
- Future of Data Engineering
- Patch and Update Systems
- Logging
- Monitoring
- Alerting
Other 7th semester CY subjects
- CY-701 Machine Learning
- CY-702 (A) Penetration Testing and Vulnerability Analysis
- CY-702 (B) Block Chain & Crypto-Currencies
- CY-702 (C) Mobile Security and Forensics
- CY-702 (D) Multimedia Security & Forensics
- CY-703 (A) Ethical Hacking
- CY-703 (B) Cyber Security Policies & Standards
- CY-703 (D) Cloud Computing