For your situation, I totally get the struggle of trying to keep up with AI while being on the move! Textbooks are just... ugh, no thanks. I’ve spent way too much time testing apps on my commute, and honestly, a few of them are AMAZING for breaking down the complex stuff into bite-sized pieces without needing a PhD in math.

Here’s what I recommend based on what worked for me:

- Brilliant.org is definitely the winner for logic and visuals. It’s super interactive and explains neural networks and LLMs through puzzles rather than boring equations. It’s basically built for your vertical screen and makes concepts stick realy well, you know?
- Enki: Learn to Code & AI has a fantastic AI track. It uses a daily streak system that’s lowkey addictive and perfect for that 5-minute coffee wait.
- DataCamp: Learn Data Science (the mobile app version). Their "AI Fundamentals" course is super punchy and skips the heavy coding at first so you can just focus on how things like ChatGPT actually work.

I think starting with Brilliant.org is your best bet cuz it feels the least like "school" and more like a game. Gl! 👍

Seconding the recommendation above! I used to lug around huge AI textbooks but honestly never opened them... total waste of money. I started using Brilliant on my phone and it was a game changer for my morning commute. Quick tip: go for the 'Logic' and 'CS' paths first. It's super budget-friendly and explains everything visually, which basically helps you grasp the architecture without needing any scary calculus. GL!

1. agreed, textbooks are basically impossible; mobile UIs work well tbh.
2. Quick question -
- you wanna learn actual python coding?
- or just high-level logic and architecture?

Just catching up on this thread. From a market research perspective, if you want to avoid the academic 'textbook' vibe, you should look at how the micro-learning segment has evolved lately. There are two major players that REALY nail the mobile UX for AI concepts without the math bloat: 1. DataCamp: Their mobile app is surprisingly robust. They have a 'Data Science for Everyone' track that focuses on literacy and AI logic rather than coding.
- Pros: High industry standard; the content is vetted by actual data scientists. - Cons: The UI can feel a bit more 'corporate' than purely gamified. 2. Enki: This is basically the gold standard for vertical-screen learning. It's designed specifically for 5-minute sessions.
- Pros: Best 'skill tree' progression I've seen in the space. Very logic-heavy, which sounds like exactly what you're after.
- Cons: It can occasionally oversimplify complex architectural nuances. Both handle things like LLM logic and neural net basics way better than those clunky web-app ports. Tbh, if you just want to understand the 'under the hood' stuff during a commute, Enki is probably the most friction-less way to do it. Anyway, just my two cents after testing a bunch of these for my team!

Can vouch for this

If youre looking for something that actually sticks over the long term, Ive found that Kinnu is the best for that commute style learning. Its built around knowledge maps and spaced repetition, so it keeps bringing back concepts like neural networks until they actually make sense. Its very vertical-screen friendly and basically feels more like a game than a course. Another great one is Enki, which has a solid AI literacy track. My biggest tips after using these for months:

• Stick to the conceptual paths first and skip the coding modules if you just want the logic.
• Use the daily reminders or you will definately fall off the wagon after a few days. Both are realy good at explaining the how without burying you in calculus or wierd math formulas. Tbh, its been the only way I could keep up with how fast things are changing lately without feeling totally overwhelmed. I think? Anyway, good luck with the learning journey!

Seconded!

Just saw this and had to jump in because I am obsessed with mobile learning performance! If you want apps that actually feel like they were made for a phone and not just a shrunken website, these two are fantastic:

• Sololearn Mobile App AI Track is amazing for the gamification side. It breaks things down into tiny puzzles that explain the logic of neural networks. The performance is super snappy which is great for those 5 minute coffee waits.
• Programming Hub Interactive App AI ML Course is honestly one of the best for visual learners. It uses tons of infographics to explain complex stuff like supervised learning. It is really optimized for vertical screens and looks beautiful. Sololearn is my go-to for daily habits since it has that social edge, but Programming Hub is probably better if you just want to see how the concepts actually look visually. Both are super solid for skipping the heavy math and getting straight to the logic!

Solid advice 👍