AI
Foundations.
Core AI/ML concepts, terminology, and real-world applications. The right starting point before any specialization — whether you're heading into GenAI, data science, or AI product roles.
EXIN Artificial Intelligence Essentials
Vendor-neutral AI literacy cert. Covers AI concepts, ethics, business applications. Good first credential for non-technical roles moving into AI.
Google Machine Learning Crash Course
Hands-on intro to ML with TensorFlow. Regression, classification, neural networks. Best free technical AI intro available.
OCI AI Foundations Associate
✦ HIREABLE HEREHireable checkpoint. Validates cloud AI knowledge. Covers ML concepts, OCI AI services, responsible AI. Prep materials free from Oracle.
IBM AI Foundations for Business
Business-focused AI literacy. Useful if moving into a PM, analyst, or business-side AI role rather than engineering.
Aggregated from Indeed, LinkedIn, Glassdoor, Payscale, ZipRecruiter. Foundation certs alone won't maximize earnings — continue to Generative AI or Data Science track.
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