▲ 3 r/mathteachers+3 crossposts

I used to mentor students in math, now I'm testing whether animated visuals actually replace what I did in person

Submission statement: this is a personal project I built myself, not monetized, sharing it here transparently to get real feedback, not to promote anything.

I spent time mentoring students in math before, mostly one-on-one, working through the stuff that's hard to get from a textbook or a lecture: seeing how a distribution actually shifts, why a vector operation does what it does, that kind of thing. Following up on a post I made here a few days ago about whether animated visuals can do some of that same work.

I built a small YouTube channel to test it directly, turning the concepts I used to walk students through by hand into fully animated lessons, from basic statistics up through linear algebra and neural networks. Search MathUnlockedYT on YouTube if you want to see what it actually looks like.

The open question for me is the same one I had when I was mentoring in person: does a student actually get it faster when they can see the concept move, or does a good explanation on paper do the same job if it's written well? I don't think animation is automatically better, I think it depends on the concept.

If you've taught or tutored these subjects, I'd like to know which specific concepts you found genuinely needed a visual to click versus the ones where a clear explanation was always enough.

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u/No-Mango8172 — 15 hours ago

My autonomous n8n workflow generates, voices, animates, and uploads YouTube videos end to end, sharing the full pipeline

Wanted to share a workflow I built that's been running in production for a couple months now. It handles the entire video pipeline autonomously: script generation via AI agent, text to speech, Manim-based animation rendering, thumbnail generation, and YouTube upload with scheduling. No manual editing or touching it after it triggers.

Screenshots below show the actual n8n canvas along with the two YouTube channels it's currently running: Math Unlocked (@MathUnlockedYT) and Financial Reality Check (@FRCFinance), both with videos scheduled weeks out.

Happy to answer questions on the node structure, how the AI agent handles script generation, or how the render/upload pipeline is wired if anyone's building something similar for their own content.

u/No-Mango8172 — 16 hours ago
▲ 7 r/mathteachers+1 crossposts

Do animated visual explanations actually help students understand math better?

I’ve been experimenting with a system that turns math topics into animated visual explanations instead of static slides or talking-head lessons.

The idea is simple: concepts like averages, distributions, functions, and probability become easier when students can see the movement instead of only reading formulas.

For teachers or students here: do you think this type of animated explanation is actually useful in education, or does it just look nice without improving understanding?

I’m especially curious where visuals help most: math, statistics, finance, science, or something else.

reddit.com
u/No-Mango8172 — 2 days ago
▲ 1 r/n8n

Automate Youtube

I'm planning exploring how to automate YouTube watch hours using n8n and playwright. Who here already tried it? I'm curious about the result. I CAN DO IT but I'm asking before doing it because I need your opinions about this. Thanks!

reddit.com
u/No-Mango8172 — 2 months ago

I just finished going through this free n8n course and honestly didn't expect it to be this detailed.

It walks you through building a fully automated AI video factory that publishes to YouTube 3x a day without touching anything. 43 nodes, 8 APIs, fully hands-free. The guy explains every single node so you actually understand what's happening instead of just copy-pasting.

Found it at selwynbuilds[dot]com/course if anyone wants to check it out.

u/No-Mango8172 — 2 months ago

I just finished going through this free n8n course and honestly didn't expect it to be this detailed.

It walks you through building a fully automated AI video factory that publishes to YouTube 3x a day without touching anything. 43 nodes, 8 APIs, fully hands-free. The guy explains every single node so you actually understand what's happening instead of just copy-pasting.

Found it at selwynbuilds[dot]com/course if anyone wants to check it out.

u/No-Mango8172 — 2 months ago
▲ 3 r/CreatorServices+1 crossposts

So I structured everything into actual workflows and systems instead of endless theory.

Still building it out weekly, but the goal is simple:

Learn automation by creating real things you can actually use for business or sell to clients.

n8n • AI Agents • Lead Gen • Content Automation • Outreach • Client Systems

reddit.com
u/No-Mango8172 — 2 months ago