I'm curious about how to break into the machine learning and AI industry. Is it possible to learn everything on my own, or do I need a formal degree? Would going through a bootcamp be a viable option, or is that not enough?
3 Answers
While some positions might consider self-taught individuals, most companies look for a relevant degree. It's often a foundational requirement. Bootcamps can help but usually assume you have at least some prior knowledge, often from a CS degree. So, it's best to have a solid grasp of math and programming before diving into ML topics.
Machine learning can really revolutionize decision-making in businesses, but getting in may be tough without a strong educational background. It’s not just about having the skills; you’ll face challenges proving your worth against experienced managers unless you have a PhD or similar qualification. Alternatively, starting your own venture could be a way to showcase your skills directly.
If you're aiming for meaningful roles in AI and ML, you'll likely need at least a master's degree or a PhD. Right now, the field is somewhat saturated with trends like LLMs, but building deeper knowledge will pay off in the long run. So, education is crucial if you want a good position.
Totally! Having that degree can give you an edge, but if you can create a successful startup with your ideas, that's even more powerful. Just be ready for a lot of hard work upfront.