Free live sessions

Read it on your own. Bring what is stuck to a live call.

A recurring set of live sessions on Google Meet, walking through the same AI/ML curriculum that is free to read on this site. They are free to join, and they always will be.

The format is deliberately not a lecture. You work through the material at your own pace between calls, and the call itself is where you get unstuck — the questions you would ask a colleague if you had one sitting next to you.

What it costs
Nothing. There is no paid tier of the live sessions and no card is asked for.
Where it runs
Google Meet, in your browser. Nothing to install.
Who it is for
Anyone working through the AI/ML curriculum — freshers and working engineers alike.
What you need first
Nothing bought. Read the free guide as far as you have got and bring what is stuck.

Tell us you want in

No dates are being announced today — the next batch is still being scheduled. Leave your details and we will get in touch with the timing and the Google Meet link once it is set. Nothing to pay, and no obligation to join when it comes round.

What the sessions cover

The same ground as the free curriculum, in the same order — AI and ML fluency first, with cloud and DevOps layered on top later rather than first.

  1. Session 1

    Python and ML foundations

    The groundwork the rest of the curriculum stands on — reading and writing Python with intent, and the machine-learning ideas that keep recurring later.

  2. Session 2

    Working with LLMs

    What a language model is actually doing, how prompting behaves in practice, and where its output stops being trustworthy.

  3. Session 3

    Retrieval-augmented generation

    Putting your own data behind a model: what retrieval is for, and the failure modes that show up once it meets real documents.

  4. Session 4

    AI-assisted coding, honestly

    Using agentic tools the way a working engineer does — what to delegate, what to check, and how to stay responsible for code you shipped.

  5. Session 5

    Your portfolio project, reviewed live

    Bring what you built. We look at it together and talk through what an interviewer would ask you about it.

Sessions run as a recurring cycle rather than a fixed-length course, so joining part-way through is normal and costs you nothing.

If you want more than a live call

The sessions are group calls, so there is a limit to how far anyone's own project gets looked at. Guided training is where your work gets read and reviewed individually, with the project-based internship included — billed by the month, with no total and no lock-in.