5. How long does it take, and what’s the learning investment?

Q: 5. How long does it take, and what’s the learning investment?

Imperial College course : ~1 month at 10 hrs/week (~40 hours total). Beginner-level, flexible. DeepLearning.AI series : recommendation is 12 weeks at ~5 hrs/week (~60 hours), intermediate level. Course modules vary—according to course.careers, estimated timelines: Linear Algebra: 4–6 weeks Multivariable Calculus: 6–8 weeks Probability & Statistics: 6–10 weeks Capstone (integrative project): 8–12 weeks Flexible pacing means some complete faster, especially learners refreshing concepts.

Question

Urvi V · Accepted Answer

Imperial College course: ~1 month at 10 hrs/week (~40 hours total). Beginner-level, flexible.
DeepLearning.AI series: recommendation is 12 weeks at ~5 hrs/week (~60 hours), intermediate level.
Course modules vary—according to course.careers, estimated timelines:
Linear Algebra: 4–6 weeks
Multivariable Calculus: 6–8 weeks
Probability & Statistics: 6–10 weeks
Capstone (integrative project): 8–12 weeks
Flexible pacing means some complete faster, especially learners refreshing concepts.

5. How long does it take, and what’s the learning investment?

5. How long does it take, and what’s the learning investment?

4. Are these certifications valuable even without prior awareness?

1. How can I start learning prompt engineering for AI with no prior experience?