AI for Data Engineer

What AI actually is and why every engineering workflow is shifting.

• What Is Intelligence, Really? A Working Framework

  creators·baseline

  45 minOpen
• data training data sources

  builders·connects foundational AI ideas to your field

  30 minOpen
• Big Data vs. Good Data: The Tradeoff

  creators·connects foundational AI ideas to your field

  30 minOpen
• Data Engineer in 2026: AI Writes the SQL You Review

  creators·role-specific deep dive

  36 minOpen

Prompting patterns that hold up under the pressure of real work.

• The Five-Part Prompt: Role, Context, Examples, Constraints, Format

  builders·core prompting framework

  28 minOpen
• Anthropic's Prompt Engineering Patterns

  creators·prompting pattern you'll reuse daily

  38 minOpen
• Claude's XML Tag Superpower

  creators·prompting pattern you'll reuse daily

  32 minOpen
• Prefill Attacks and Defenses

  creators·prompting pattern you'll reuse daily

  36 minOpen

Databricks Assistant, Snowflake Cortex, dbt Copilot — which to use when.

• Build It: A Daily Data Pipeline With LLM Enrichment

  creators·tool-specific walkthrough for your role

  70 minOpen
• Privacy Settings Across the Big Three

  creators·tool-specific walkthrough for your role

  35 minOpen
• biz2 investor updates creators

  creators·tool-specific walkthrough for your role

  28 minOpen
• Subscription-Tier Literacy: Every Plan, Side by Side

  creators·tool-specific walkthrough for your role

  40 minOpen

Automate the repetitive parts so your judgment is where it matters.

• The Landscape: Copilot vs. Cursor vs. Windsurf vs. Claude Code

  creators·automation pattern you can apply

  50 minOpen
• Cursor Agent — autonomous coding in your editor

  creators·automation pattern you can apply

  35 minOpen
• Deploy Pipelines With AI in the Loop

  creators·automation pattern you can apply

  50 minOpen

Where AI still must not replace a human judgment call.

• Alignment Faking: When Models Pretend

  creators·ethics / compliance issue for your field

  42 minOpen
• RLHF to RLAIF: How Preference Learning Scaled

  creators·ethics / compliance issue for your field

  45 minOpen
• Labor and AI: What the Data Actually Says

  creators·ethics / compliance issue for your field

  45 minOpen

Tie it all together on something real.

• Capstone — Python CLI That Summarizes With Claude

  creators·capstone to tie it together

  60 minOpen
• Capstone — Ship a Real AI-Assisted Creative Project

  creators·capstone to tie it together

  60 minOpen