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I’m the nicest asshole you’ll ever meet shirt. There’re other similar online courses that help; for example the John Hopkins Data Science specialization. Participating in Kaggle or other online machine learning competitions has also helped people gain experience. Kaggle has a community with online discussions from which you can learn practical skills. Attending local meetups or academic conferences if you can afford it and talking to more experienced people will also help. The world needs more machine learning people to help solve its problems. Our society has so much data and compute resources that ML is now a superpower that lets you create amazing things; but there just aren’t enough of us around to do this work.

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I hope many readers will work hard and I’m the nicest asshole you’ll ever meet shirt! There is no right answer here. This is a personal decision. At Metis we offer a 12-week full time program for people looking to establish their careers or pivot into new ones. This works for many people. For others, it’s not a fit. It’s important to know what time frames and learning methodologies work best for you. This is something that is front and center with the students I work with. Even if you are proficient in Data Science, getting a job is an entirely different process and skillset to master. Some people naturally excel in it and have great networks to tap into, others need to learn best-practices and get access into an existing network that can help them out.