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Introduction to Google Cloud Data Engineering +91-7032290546
What is Data Engineering? • Role of a Data Engineer • Key responsibilities: • Building data pipelines • Managing data storage and processing • Enabling analytics and ML • Importance in modern data-driven organizations +91-7032290546
Why Google Cloud for Data Engineering? • Scalable, secure, and serverless architecture • Integrated AI/ML and analytics tools • Global infrastructure and reliability • Popular services: BigQuery, Dataflow, Pub/Sub +91-7032290546
Key GCP Services for Data Engineering • BigQuery:Serverless data warehouse for analytics • Cloud Dataflow: Stream/batch data processing • Cloud Pub/Sub: Messaging for real-time ingestion • Cloud Storage: Scalable data lake solution • Cloud Composer: Orchestration with Apache Airflow +91-7032290546
Common Data Engineering Workflow on GCP • Ingest data (e.g., Pub/Sub, Data Transfer) • Store data (e.g., Cloud Storage, BigQuery) • Process data (e.g., Dataflow, Dataproc) • Orchestrate pipelines (e.g., Cloud Composer) • Analyze & visualize (e.g., Looker, BigQuery) +91-7032290546
Real-World Use Cases • Building real-time dashboards for business insights • Data lakehouse architecture for scalable analytics • ETL pipelines for machine learning model training • IoT data processing and analytics in real time +91-7032290546
Skills & Tools for GCP Data Engineers • SQL, Python, Apache Beam • Cloud SDK & Terraform (for deployments) • GCP Console & Cloud Shell • Understanding IAM, networking & security on GCP • Certifications: Professional Data Engineer (GCP) +91-7032290546
Next Steps & Learning Resources • Get started with hands-on labs on Qwiklabs • Explore Google Cloud Skill Boosts and Coursera courses • Join the free demo session on April 12, 2025 at 8:30 AM IST • Questions? Contact: [email/phone] +91-7032290546
Contact GCP Data Engineer Address:- Flat no: 205, 2nd Floor, • Nilgiri Block, Aditya Enclave, • Ameerpet, Hyderabad-1 • Ph. No: +91-7032290546 • Visit:www.visualpath.in • E-Mail: online@visualpath.in +91-7032290546
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