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Catalog / All levels / Professional Data Engineering – Advanced Tools for Modern Data Infrastructure with 10 Exams
Mammoth Club All levels 11 sections 60 lectures

Professional Data Engineering – Advanced Tools for Modern Data Infrastructure with 10 Exams

Every tutorial blends human expertise with AI innovation, refined by editors and backed by instant chat support and quizzes that keep you engaged from start to finish. Modern data systems are complex, requiring tools and workflows that extend beyond the basics.

MC
Created by Team Mammoth
·
60 lectures
01
Skill level
All levels
02
Sections
11
03
Lectures
60
04
Instructor
Team Mammoth
What's inside

This course includes.

✓
11
Sections
✓
9
Quizzes
✓
Certificate of completion
Included
✓
Mobile and desktop access
Included
✓
AI learning assistance
Included
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Course content

Curriculum & lectures.

11 sections · 60 lectures
+ 01 From Monoliths to Microservices in Data 5 lectures Preview
02 Decentralized Data Ownership Locked
03 Event-Driven Architecture Locked
04 Polyglot Persistence Locked
05 Data Contracts Locked
01 Data Mesh vs. Data Lake vs. Lakehouse Locked
+ 02 Cloud-Native Data Platforms Deep Dive 10 lectures
01 Serverless Data Processing Locked
02 Core Serverless Principles Locked
03 Implementation Patterns and Best Practices Locked
04 Cloud Provider Implementations Locked
05 The Vendor Lock-in Problem Locked
06 Multi-Cloud Architecture Principles Locked
07 Understanding Data Engineering Cost Complexity Locked
08 FinOps Implementation Framework Locked
09 Advanced Cost Engineering Techniques Locked
10 Auto-scaling Patterns Locked
+ 03 Container Orchestration for Data Workloads 5 lectures
01 Kubernetes for Data Engineering: Beyond traditional application deployment Locked
02 Data Pipeline Operators: Custom resource definitions for data workflows Locked
03 Resource Management: CPU, memory, and storage optimization for data workloads Locked
04 GitOps for Data Infrastructure: Infrastructure as code best practices Locked
05 Container Orchestration Technologies for Data Engineering Locked
+ 04 Advanced Stream Processing Architectures 5 lectures
01 Lambda vs. Kappa Architecture Locked
02 Event Sourcing and CQRS Locked
03 Exactly-once Processing Locked
04 State Management Locked
05 Late Data Handling: Watermarks, triggers, and out-of-order events Locked
+ 05 Event-Driven Microservices for Data 5 lectures
01 Choreography vs. Orchestration - Event-Driven Workflow Patterns Locked
02 Saga Patterns - Managing Distributed Transactions in Data Pipelines Locked
03 Event Catalog Management - Schema Evolution and Compatibility Locked
04 Dead Letter Queues - Error Handling in Event-Driven Systems Locked
05 Monitoring and Observability - Tracing Events Across Distributed Systems Locked
+ 06 Next-Generation Workflow Orchestration 5 lectures
01 Declarative vs. Imperative: Modern approaches to workflow definition Locked
02 Dynamic DAG Generation - Runtime Workflow Creation and Modification Locked
03 Cross-Cloud Orchestration - Managing Workflows Across Multiple Cloud Providers Locked
04 Workflow as Code - Version Control and CI/CD for Data Pipelines Locked
05 Resource-Aware Scheduling - Intelligent Task Placement and Execution Locked
+ 07 Infrastructure as Code for Data Platforms 5 lectures
01 Terraform for Data Infrastructure: Best practices and advanced patterns Locked
02 GitOps Workflows - Automated Deployment and Rollback Strategies Locked
03 Environment Management - Dev, Staging, and Production Parity Locked
04 Secrets Management - Secure Credential Handling in Data Pipelines Locked
05 Compliance as Code - Automated Governance and Audit Trails Locked
+ 08 Modern Data Quality Engineering 5 lectures
01 Shift-Left Testing - Catching Problems at the Source Locked
02 Data Contracts - Creating Accountability Through Standards Locked
03 Anomaly Detection - Intelligent Quality Monitoring Locked
04 Data Lineage - Mapping the Data Journey Locked
05 Impact Analysis - Understanding the Ripple Effect Locked
+ 09 Observability and Performance Optimization 5 lectures
01 Three Pillars of Observability: Metrics, logs, and traces for data systems Locked
02 Performance Profiling - The Art of Finding Bottlenecks Locked
03 Cost Attribution - Understanding the Economics of Data Processing Locked
04 Service Level Management - Setting and Meeting Expectations Locked
05 Incident Response - Systematic Problem Resolution Locked
+ 10 Zero-Trust Data Architecture 5 lectures
01 Encryption Everywhere - Protecting Data Throughout Its Journey Locked
02 Identity and Access Management - Modern Authentication and Authorization Locked
03 Network Security - Building Secure Communication Channels Locked
04 Secrets Management - Dynamic Credentials and Automated Security Locked
05 Compliance Automation - Continuous Monitoring and Reporting Locked
+ 11 Next-Generation Data Technologies 5 lectures
01 Quantum Computing - Revolutionizing Data Processing and Security Locked
02 Blockchain for Data - Immutable Records and Decentralized Trust Locked
03 Edge Computing - Bringing Processing Closer to Data Sources Locked
04 WebAssembly - Portable Code Execution Revolution Locked
05 Sustainable Data Engineering - Green Computing and Environmental Responsibility Locked
Description

About this course.

This course takes you into advanced areas of data engineering, from distributed systems to pipeline automation, giving you a toolkit for professional-level infrastructure.


✅ Explore advanced concepts in data integration and processing

✅ Learn about modern frameworks for building scalable pipelines

✅ Strengthen workflows with automation and monitoring tools

✅ Apply knowledge through 10 structured exams


Professional data engineering ensures that analytics and AI systems remain reliable at scale.


🎁 Develop advanced skills that power modern data-driven organizations.

Ready to start building?

Every tutorial blends human expertise with AI innovation, refined by editors and backed by instant chat support and quizzes that keep you engaged from start to finish. Modern data systems are complex, requiring tools and workflows that extend beyond the basics.

Buy lifetime access →