Airflow

How to Use This Guide This curated list covers courses from beginner to advanced levels across multiple platforms. Choose based on: Your role: Data Engineer, Data Analyst, or Data Scientist Learning style: Self-paced courses, specializations, or nanodegrees Timeline: Single courses (weeks) vs. comprehensive programs (months) Hands-on practice: Most include projects and real-world scenarios Cloud platform: AWS, GCP, Azure, or multi-cloud approaches Data Engineering Professional Certificates (Industry-Backed) Best for: Structured learning with recognized credentials ...

Most of what makes a productive DevOps engineer is not hidden inside vendor portals - it lives in open source, on GitHub, and it is free. The projects below are the ones I return to most often, whether for learning, daily tooling, or reference implementations of patterns that would otherwise take weeks to work out alone. DevOps and Site Reliability Engineering (SRE) Resources to calibrate what good looks like in the discipline. ...