Neural Networks: Zero to Hero vs What Should My Bot Do
Neural Networks: Zero to Hero vs What Should My Bot Do compared for 2026 — features, license, ease of use, performance and which one to choose. Karpathy builds backprop, then GPT, from scratch vs Five-question quiz suggests three agent jobs, with prompts.
Updated regularly · curated by olud.ai
Neural Networks: Zero to Hero vs What Should My Bot Do at a glance
| Spec | Neural Networks: Zero to Hero | What Should My Bot Do |
|---|---|---|
| Category | Learn AI & machine learning | Learn AI & machine learning |
| Type | Video course + code | Hosted planner and prompt library |
| License | MIT | Proprietary |
| Runs locally | Yes | No |
| Primary language | Jupyter | — |
| Ease of use | Intermediate | Beginner |
| Best for | the single best way to truly understand deep learning | for a small-business owner deciding which job to give an AI assistant first |
| GitHub stars | 25k | — |
How Neural Networks: Zero to Hero and What Should My Bot Do score
| Criterion | Neural Networks: Zero to Hero | What Should My Bot Do |
|---|---|---|
| Popularity | 3.5 | n/a |
| Maintenance | 2.0 | n/a |
| Ease of use | 3.5 | 5.0 |
| Privacy | 5.0 | 3.5 |
| License freedom | 5.0 | 1.5 |
Scores are computed automatically from public signals — GitHub stars (popularity), recent commit activity (maintenance), license type (freedom), local-first design (privacy) and onboarding complexity (ease of use). Indicative, not a verdict.
What each one is
Neural Networks: Zero to Hero
Andrej Karpathy's legendary lecture series: you build automatic differentiation, then a language model, then GPT — writing every line yourself, with nothing hidden.
- Widely considered the best deep learning teaching ever made
- You implement backpropagation yourself — it finally clicks
- Ends with a working GPT you wrote line by line
What Should My Bot Do
What Should My Bot Do is a hosted planner and prompt library for setting up an AI assistant. A five-question quiz suggests three jobs from 46 small-business routines, each with a copy-ready prompt for Grok Bot, ChatGPT, Claude and n8n. No signup; free, with a $29 routine pack and a $149 setup service. Note before using it: the routines run on your own messaging, social and booking accounts, whose platform rules decide what is allowed.
- Planner, use-case pages and templates work without an account or signup.
- Each of the 46 routines comes in four versions: Grok Bot, ChatGPT, Claude and n8n.
- Drafts-first prompts: the bot drafts the email, reply or post and waits for approval.
Key differences
Neural Networks: Zero to Hero is video course + code, while What Should My Bot Do is hosted planner and prompt library. Their licenses differ (MIT vs Proprietary), which matters if you ship a commercial product. Neural Networks: Zero to Hero leans more intermediate-friendly, whereas What Should My Bot Do is more suited to beginner users. They also differ in how they run (Yes vs No). In short, Neural Networks: Zero to Hero fits the single best way to truly understand deep learning, and What Should My Bot Do fits for a small-business owner deciding which job to give an AI assistant first.
Which should you choose?
Choose Neural Networks: Zero to Hero for the single best way to truly understand deep learning. Choose What Should My Bot Do for for a small-business owner deciding which job to give an AI assistant first.
There is rarely one winner — many setups use both. The right pick depends on your hardware, your team's skills, and whether you value simplicity or control.
Frequently asked questions
Is Neural Networks: Zero to Hero or What Should My Bot Do easier to use?
What Should My Bot Do is generally the easier of the two to get started with, while Neural Networks: Zero to Hero rewards more setup with more control.
Are Neural Networks: Zero to Hero and What Should My Bot Do free?
Neural Networks: Zero to Hero is free and open source (MIT), and What Should My Bot Do is free to use but closed source. Neither charges for the core software.
Can I run Neural Networks: Zero to Hero and What Should My Bot Do locally?
Neural Networks: Zero to Hero: yes · What Should My Bot Do: no. Both can be used without sending your data to a third-party cloud where their setup allows.
Neural Networks: Zero to Hero vs What Should My Bot Do — which should I pick in 2026?
Choose Neural Networks: Zero to Hero for the single best way to truly understand deep learning. Choose What Should My Bot Do for for a small-business owner deciding which job to give an AI assistant first.
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