Design
Design is a concept in specialized. In simple terms, A concept related to design
Design is a concept in specialized. In simple terms, A concept related to design
Analogy
Example
Find Gaps
Explain Design as if teaching a colleague who is new to specialized. Cover: what it is, how it works, and why it matters.
Create
Create a diagram that demonstrates Design in a real-world specialized scenario. Walk through your design decisions.
Show solution
A diagram for Design should include: 1. The core components of design 2. How they interact 3. Expected outcomes or outputs
All 12 items
Data Products: Designing APIs for the Internal Data Platform
Data product design patterns: API contracts, SLAs, versioning, discovery, and access control. Implementation with dbt (d
SQLMesh: The SQL-First Data Transformation Framework Challenging dbt
SQLMesh's approach to data transformation: physical vs logical plans, virtual data environments, automatic column-level
Apache Iceberg Deep Dive: Table Formats for the Lakehouse Era
How Apache Iceberg enables ACID transactions on data lakes: partitioning, hidden partitioning, time travel, snapshot iso
Real-Time Streaming with Apache Kafka: From Pub/Sub to Event-Driven Architecture
Production patterns for Apache Kafka: topic design strategies, consumer group rebalancing, exactly-once semantics, Kafka
Dagster 2.0: Next-Gen Data Pipeline Orchestration for the Modern Data Platform
Deep dive into Dagster 2.0's asset-based orchestration model, software-defined assets, and the shift from DAG-centric to
Designing a Production Data Platform: From Requirements to Architecture
Master the full lifecycle of data platform design: requirements gathering, architecture methodology, a fintech case stud
Behavioral Design for Learning — Psychology Behind Effective Education Platforms
Explore the behavioral psychology principles that make learning platforms like Duolingo, Khan Academy, and Brilliant eff
Privacy Engineering: Anonymization, Synthetic Data, and Differential Privacy
Privacy engineering embeds data protection into system design. This module covers anonymization techniques (k-anonymity,
Money Laundering Typologies: Current Methods and 2026 Trends
Money launderers continuously adapt their methods to exploit gaps in regulatory frameworks. This module covers the three
AML Audit and Examination: Preparing for Regulatory Reviews
Regulatory examinations of AML programs are increasingly rigorous, with examiners using data analytics to assess program
Compliance-by-Design: When the Rulebook Lives in the Pipeline
Why compliance is becoming an architecture problem: rules as versioned code, data contracts as legal interfaces, lineage