clinchworksacademy

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CompareAI Engineering Foundations
LevelFoundation to applied engineering
Duration18–24 hours including independent practice
FormatSelf-paced course
AccessPremium access
Skillsproject structure, clean functions/classes, exceptions, environments, debugging, branching, commit quality, PR workflow, repository hygiene, joins, aggregation, CTEs, window functions, query reasoning, workflow, metrics, pipelines, evaluation, revisit only when needed, time-box revision
Modules5
PrerequisitesExisting working knowledge of Python, Git/GitHub, SQL, and classical ML.
AssessmentCourse assessment
CertificateCompletion requirements apply