Blog
Lakehouse Governance for PII: Best Practices
Layered lakehouse PII controls: column tags, catalog-driven masking/ABAC, lineage, audit logs, and automated deletion.
How to Break In: AI-Era Skills, Projects, Hackathons
Learn 5 AI career skills that help graduates stand out with projects, GitHub work, hackathons, and proof of skill over degrees.
Complete Guide to Big Data and Azure Data Factory
Learn big data basics, 4 Vs, industry use cases, and how Azure Data Factory handles ETL, pipelines, and data integration in Azure.
AWS Pricing Calculator
Estimate AWS monthly costs for EC2, S3, Lambda, RDS, CloudFront, and DynamoDB with a fast, browser-based calculator.
How to Future-Proof Your Career with AI in 2026
Learn 7 AI career skills for 2026 jobs, plus tips on market trends, career pivots, portfolios, interviews, and human skills that help workers stay ready.
Certification Finder
Find certifications that match your career goals, budget, and experience level in minutes with tailored, browser-based recommendations.
Apache Spark Certification Exam Topics List
Checklist of Spark exam essentials: DataFrames/SQL, joins, partitions, performance, streaming, and testing for hands-on prep.
Career Path Quiz
Take a quick career path quiz to discover roles that fit your interests, strengths, and goals, with personalized matches and next steps.
How to Build Scalable Data Pipelines on AWS
Learn a 4-stage AWS data pipeline plan using Kinesis, Glue, EMR, S3, Athena, and Redshift for ingest, transform, storage, and analytics.
AI Interview Questions
Generate tailored AI interview questions by role, seniority, and topic, with answer outlines and prep notes for smarter interview practice.
What Makes Great Analytics Pull Requests
Keep analytics PRs small: state the change and impact, list affected metrics/models, and attach tests/screenshots for fast, accurate reviews.
Data Engineering Interview Questions
Practice smarter with tailored data engineering interview questions by level, topic, and question count—plus answer guidance and prep tips.