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Nariman Baubekov

Data Engineer. Building data pipelines and breaking down data architectures. Writing to solidify my knowledge and help others learn the modern data stack.

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Kimball's Last Hard Problem: When There Is No Right Grain

Kimball's Last Hard Problem: When There Is No Right Grain

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12 min read

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Kimball for Many-to-Many: Bridge Tables, Weighting Factors, and the Diagnosis Code Problem

Kimball for Many-to-Many: Bridge Tables, Weighting Factors, and the Diagnosis Code Problem

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11 min read
Kimball for Order Fulfillment: Milestones, Split Shipments, and Facts That Arrive Late

Kimball for Order Fulfillment: Milestones, Split Shipments, and Facts That Arrive Late

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11 min read
Kimball for SaaS: Subscriptions, MRR, and Churn, Modeled Right

Kimball for SaaS: Subscriptions, MRR, and Churn, Modeled Right

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13 min read
Kimball Dimensional Modeling, Explained Through a Coffee Shop

Kimball Dimensional Modeling, Explained Through a Coffee Shop

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15 min read
Normalize It, Then Break It On Purpose: 3NF to Star Schema, Explained Through Food Delivery

Normalize It, Then Break It On Purpose: 3NF to Star Schema, Explained Through Food Delivery

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10 min read
Testing Data Pipelines Like You Mean It: A pytest Crash Course for Data Engineers

Testing Data Pipelines Like You Mean It: A pytest Crash Course for Data Engineers

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18 min read
Security & Governance for Data Networking

Security & Governance for Data Networking

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5 min read
Multi-VPC and Multi-Project Architectures

Multi-VPC and Multi-Project Architectures

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4 min read
Private Connectivity to Data Services: Closing the Last Gap

Private Connectivity to Data Services: Closing the Last Gap

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5 min read
The 3-Tier VPC: Building a Real Architecture

The 3-Tier VPC: Building a Real Architecture

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6 min read
VPCs Compared: AWS vs GCP

VPCs Compared: AWS vs GCP

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7 min read
Why Your Pipeline Can't Talk to Anything: VPC Fundamentals for Data Engineers

Why Your Pipeline Can't Talk to Anything: VPC Fundamentals for Data Engineers

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9 min read
Teach Your Query Engine to Ignore Most of Your Data: A Field Guide to Partitioning, Clustering, Sorting, and Bucketing

Teach Your Query Engine to Ignore Most of Your Data: A Field Guide to Partitioning, Clustering, Sorting, and Bucketing

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16 min read
Compute Now or Compute Later: A Data Engineer's Guide to Temp Tables, Views, and CTEs

Compute Now or Compute Later: A Data Engineer's Guide to Temp Tables, Views, and CTEs

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11 min read
RBAC in PostgreSQL: A Field Guide for Data Engineers

RBAC in PostgreSQL: A Field Guide for Data Engineers

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10 min read
Two Clouds, One Identity Crisis: AWS vs. GCP IAM for Data Engineers

Two Clouds, One Identity Crisis: AWS vs. GCP IAM for Data Engineers

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11 min read
Failing Gracefully: Robust REST API Requests for Data Engineering

Failing Gracefully: Robust REST API Requests for Data Engineering

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15 min read
Indexes Aren't Free: A Practical Guide to When (and How) to Add Them

Indexes Aren't Free: A Practical Guide to When (and How) to Add Them

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19 min read
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