Budget-Conscious Student
✗ NOCollege student or recent grad with limited income, exploring coding as side skill.
Budget: Under $1,000
Usage: Part-time, hobby projects
Why: Too expensive for uncertain commitment; free alternatives suffice. Risk of debt without job guarantee.
Consider instead: Start with freeCodeCamp or Udemy courses.
Career Changer Professional
✓ YES30-year-old marketer with stable savings, full-time availability, tech passion.
Budget: $10K-$15K
Usage: Full-time immersion, daily job apps post-grad
Why: Perfect fit for structured pivot; career services boost odds. High ROI potential.
Working Parent
✗ NOParent with full-time job/kids, wants part-time upskill.
Budget: $5K-$12K
Usage: 10-20 hrs/week evenings
Why: Intensity too high; part-time options exist but still demanding. Better self-paced.
Consider instead: Online courses with flexible pacing.
Tech Enthusiast
✓ YESHobby coder with job, seeking portfolio boost.
Budget: $12K+
Usage: Intensive short-term for certification
Why: Community/projects accelerate growth. Good if already basics known.
Unemployed Recent Grad
✓ YES22yo with degree, no experience, urgent job need.
Budget: Financed $12K
Usage: Full-time, aggressive hunting
Why: Faster than degree; networks help entry-level amid competition.