// 5 courses indexed
The course directory
Every course we track across 10+ providers, in one searchable index. Want a shortlist picked for your goals? Run a free skill gap analysis.
Governance and Compliance Management
This course covers the foundational governance and compliance tasks every AI program leader needs to perform. You’ll assign AI governance accountability using a RACI matrix, benchmark existing policies against Microsoft’s Responsible AI Standard v2, manage a live remediation backlog, apply ISO/IEC 42001 controls, assess audit evidence for SOC 2 readiness, author AI security policy, and evaluate policy exception requests—giving you full coverage of the governance and compliance lifecycle. Familiarity with foundational frameworks such as the NIST Cybersecurity Framework, ISO/IEC 27001, and priv
All levels
Market Research Portfolio Capstone
You will synthesize the program's full range of skills by planning, executing, and presenting an end-to-end market research project that produces high-impact, portfolio-ready deliverables. The capstone is scaffolded across four distinct modules to ensure you iterate toward a professional-quality submission. Module 1 refreshes core frameworks, helping you translate a complex business question into a scoped project brief with clear success criteria and data requirements. Module 2 guides you through data collection—leveraging tools like SurveyMonkey—while applying GDPR and ethical safeguards, con
All levels
Stream & Optimize Real-Time Data Flows
Master the design, implementation, and optimization of production-ready streaming data pipelines using Apache Kafka and Flink. This intermediate-level course teaches you to evaluate log configurations against governance requirements (PCI-DSS, GDPR, SOC2) and cost constraints, design stream processing topologies that join and aggregate data in real time with exactly-once semantics, and optimize pipelines through partition tuning, compression, and cost modeling. You'll work through hands-on labs that mirror real-world scenarios at DoorDash, Netflix, and Robinhood: comparing retention policies ag
All levels