In my experience, if ur looking for a solid roadmap without the heavy math wall, Enki: Learn to code & AI basics is actually amazing for Android. It uses these bite-sized cards that are perfect for a commute, and it covers the logic behind neural networks really well. Basically, it gamifies the learning so you actually want to finish the modules.

Another pro-tier option is the Coursera: Learn new skills app. You gotta check out the 'AI For Everyone' course by Andrew Ng. It's technically the industry standard for high-level overviews. It wont make you write complex Python code right away, but it explains how data flows through a model better than anything else I've tried. Both apps have decent offline modes too... which is a lifesaver when the subway signal drops lol. Hope that helps tho! gl with the learning journey!

oh man, I feel u. Honestly, I've had bad luck with pricey subs. I tried Brilliant.org App and it got way too mathy... unfortunately it wasnt as good as expected for $13/mo. For ur commute, maybe check out DataCamp: Learn Data Science? They have a decent free intro to AI thats bite-sized. Or honestly, just use Kaggle Learn in Chrome—it's basically the safest free roadmap. I'd definitely ask a dev friend before paying for anything tho!! Have you looked at free browser courses yet? gl haha

Dude, I feel u. Over the years, I've tried many apps during my commute to wrap my head around ML. Honestly, I wasted so much time on dry PDFs before finding a better way.

- Go with Sololearn, you can't go wrong.
- Basically any beginner path from Mimo works.

My biggest lesson? Stick to bite-sized stuff first cuz the heavy math can literally wait until you're actually hooked! gl!!

Adding my two cents here since I've been down this rabbit hole for a few years now. Just curious tho, what is your end goal? Are you looking to eventually build your own models, or do you just want to understand the logic behind how things like ChatGPT actually work? Knowing that helps narrow it down. If you want a more DIY approach that gets your hands dirty while on the bus, I actually recommend installing Pydroid 3 IDE for Android. It lets you run actual Python code on your phone. You can install libraries like scikit-learn and follow along with some basic machine learning tutorials. Tbh, actually writing a few lines of code makes the concepts stick way better than just answering multiple-choice questions. Another solid one is the LinkedIn Learning Android App. They have a really good 'Artificial Intelligence Foundations' path that is broken into short videos. If you have a local library card, you can often get the premium version for free, which is a total life hack. It covers the logic of neural networks without making you do calculus on a touchscreen, which is always a plus!

I've been using Codecademy Go Android App for a solid six months now and honestly, I'm super satisfied with how it handles the basics. It's the perfect companion for when you're on the move because it doesn't force you to type out long strings of code on a tiny keyboard. Instead, it uses these interactive cards and quick-fire quizzes to drill in the logic of how neural networks actually function. No complaints here, it makes the heavy concepts feel way more approachable. If you want a super clear roadmap, I'd also check out Great Learning Academy Android App. I've been digging through their free AI foundations course for a while and the structure is spot on. They do a great job of explaining the logic behind machine learning without dumping a bunch of calculus on you right away. Its definitely kept me motivated during my morning bus rides because the lessons are bite-sized and you actually feel like you're making progress. Plus, seeing the little completion certificates is a nice dopamine hit lol.

honestly i agree with the point about being careful where u put ur money early on. there are so many "ai" apps now that are basically just cash grabs. ive been looking into the market a bit and found two more that might fit that commute vibe without the heavy math: - Programming Hub: basically this is the most app-like experience. its really visual and doesnt throw walls of code at you. i think they have a specific ai path that covers neural networks in a super simple way. pros: very polished UI and easy to digest. cons: might feel a bit too basic if you learn fast. - Udemy: i dont usually like suggesting paid stuff but if u catch a sale, u can grab some decent intro courses for like $10. pros: huge variety of instructors. cons: quality varies wildly, so u reallyyy have to check the recent reviews or youll end up with something outdated. tbh im always a bit cautious about apps that promise to make u an expert in 5 mins, so sticking to these bigger brands is probably safer for a beginner. not 100% sure which is better for a daily commute but Programming Hub felt more like a "game" to me which helps when ur tired on the bus!

Interested in this too