MLE Path
Build a Rewarding Career in AI/ML
Transform your career with personalized guidance tailored to ML engineers. From landing your dream job to advancing your skills and building a career that thrives beyond the 9-to-5, MLEPath equips you with the tools and strategies to succeed at every stage.
Clear ML interviews
Advance in your ML career
Stay up-to-date on ML
Understand ML career better
Grow together
Transitioning to AI/ML
Transition to your new career in AI/ML
Your journey is your own, but I have seen these 5 steps work for people again and again.
The trick is to do them in order!
There is no value in (for example) taking a class until you can properly conceptualize the material.
Why ML?
Does ML career actually fit you? Why is it better than what you are doing now? What do you hope to achieve by going into AI/ML?
Fall in Love
Do a project for yourself, something you are passionate about. Understand what the challenges are and frame your future learning.
Learn
Now is the time to learn the fundamentals. Only now do you have enough context to take a class and have it be useful.
Showcase
Successful transition depends on you showing that you can do ML in situations that matter. This must be a project that is validated.
Get a job
Know which level and tier to apply for. Get ready for your interviews. More preparation here helps to overcome having less experience.
Transition Your Career to ML
The MLE Blueprint
Launching in January 2025, I will walk you through the 5 steps of transitioning your career to ML, help with projects, and support you in one-on-one and group settings.This program includes all courses in the ML Interviewing Program as well.
Sign up for early access and exclusive discounts
Double opt-in, so check your email. Unsubscribe any time!
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$49
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$99
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Getting Ready for ML Interviews
Understanding ML Interviews
Machine Learning as an area is amazing at bringing together a whole bunch of different disciplines...
Which makes it really fun to prepare for the interviews.
Luckily there are only 5 categories of interviews you will run across which each have a different ideal preparation strategy.
DSA
The standard coding interview is all about pattern recognition and understanding the language you chose. This interview requires consistent effort to prepare for.
Resources
Coming soon
ML Design
Best thing you can do for system design is design systems, but there are some concepts that will elevate your game in this round. Don't forget to do some mocks!
Resources
Behavioral
There are several ways behavioral concepts come up: HM round, project deep dive, etc. This is primarily about story-telling and listening. In other words, be human!
Resources
ML Coding
This newer interview is becoming popular. It is about seeing you code up a model or fix a bug in one. Understanding a few libraries goes a long way.
Resources
Coming soon
Fundamentals
Ok, this one is broad. You can be asked any statistics or ML question. Understanding the principals here will make you a better MLE. Take a class to prepare for this.
Resources
Coming soon
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Get Ready for your ML Interviews
The ML Interviews
Launching in January 2025, I will walk you through the 5 of ML interviews, help with mocks, and support you via slack and group office hours.
Sign up for early access and exclusive discounts
Double opt-in, so check your email. Unsubscribe any time!
Sagititis donec
$49
Magna gravida massa vitae sapien mattis, id ullamcorper aliquam et. Fusce cursus ipsum nec.
Quisque lectus efficitur
Sed eget iaculis iaculis
Suspendisse lorem laoreet
Finibus neque
$99
Aliquam quisque sagittis purus sit amet volutpat. Ipsum a arcu vitae congue. Porta nibh venenatis.
Justo dui sapien egestas
Sagittis ut diam lorem
Donec pretium tincidunt
Magna aliquam
Nibh cras pulvinar mattis nunc sed blandit libero volutpat sed. Pretium fusce id velit ut tortor.
Thank you!
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