Curriculum
6 Sections
56 Lessons
60 Days
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GCP Fundamentals
12
1.1
1.1 Introduction to GCP and Global Infrastructure
1.2
1.2 Study Material & Task
1.3
1.3 IAM and Service Accounts
1.4
1.4 Study Material & Task
1.5
1.5 Networking Basics (VPC and Firewall Rules)
1.6
1.6 Study Material & Task
1.7
1.7 Core Services: Compute Engine and Cloud Storage
1.8
1.8 Study Material & Task
1.9
1.9 gcloud CLI and Cloud Console
1.10
1.10 Study Material & Task
1.11
1.11 Designing a Simple Environment (Hands-on Lab)
1.12
1.12 Study Material & Task
Data Storage & Warehousing
14
2.1
1.1 Introduction to BigQuery
2.2
1.2 Study Material & Task
2.3
1.3 BigQuery Advanced Features
2.4
1.4 Study Material & Task
2.5
1.5 Hands-on Lab: BigQuery
2.6
1.6 Study Material & Task
2.7
1.7 Relational Databases (Cloud SQL vs. Cloud Spanner)
2.8
1.8 Study Material & Task
2.9
1.9 NoSQL Databases (Firestore & Bigtable)
2.10
1.10 Study Material & Task
2.11
1.11 Data Ingestion with gsutil and Storage Transfer Service
2.12
1.12 Study Material & Task
2.13
1.13 Designing a Data Lake and Data Warehouse (Case Study)
2.14
1.14 Study Material & Task
Data Processing & Analytics
12
3.1
1.1 Batch Processing with Cloud Dataflow
3.2
1.2 Study Material & Task
3.3
1.3 Streaming Processing with Cloud Dataflow and Pub/Sub
3.4
1.4 Study Material & Task
3.5
1.5 Big Data with Cloud Dataproc
3.6
1.6 Study Material & Task
3.7
1.7 Data Governance with Data Catalog
3.8
1.8 Study Material & Task
3.9
1.9 Data Visualization with Looker Studio
3.10
1.10 Study Material & Task
3.11
1.11 Hands-on Lab: Building an End-to-End Pipeline
3.12
1.12 Study Material & Task
Orchestration & Automation
8
4.1
1.1 Orchestration with Cloud Composer (Apache Airflow)
4.2
1.2 Study Material & Task
4.3
1.3 Serverless Automation (Cloud Functions & Cloud Run)
4.4
1.4 Study Material & Task
4.5
1.5 Monitoring & Logging (Cloud Monitoring & Cloud Logging)
4.6
1.6 Study Material & Task
4.7
1.7 Hands-on Lab: Creating Automated Workflows
4.8
1.8 Study Material & Task
Machine Learning & AI Essentials
6
5.1
1.1 The Data Engineer’s Role in MLOps
5.2
1.2 Study Material & Task
5.3
1.3 Machine Learning with BigQuery ML
5.4
1.4 Study Material & Task
5.5
1.5 Hands-on Lab: Building a BQML Model
5.6
1.6 Study Material & Task
Capstone Project & Conclusion
4
6.1
1.1 End-to-End Capstone Project Walkthrough
6.2
1.2 Study Material & Task
6.3
1.3 Course Summary and Next Steps
6.4
1.4 Study Material & Task
GCP Cloud Data Engineer Training
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Curriculum
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