- Higher education programs/courses
- Online forums / community platforms (e.g., Hugging Face)
- Hands-on experience
- Specialized AI certifications / boot camp
- Publications / white papers
- Technical blogs / podcasts
- Webinars
- Social Media (e.g., YouTube, TikTok)
- Industry events / conferences
- Live stream / virtual events
- Peers / company staff
- Learning platforms (LinkedIn Learning, Coursera, etc.)