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Paid programmeNext cohort dates coming soonOnline, live at 9 PM PKT

AI and Data Science Bootcamp

Four weeks, one real product. Start with a raw customer file. Finish with a deployed AI assistant that predicts churn, answers from its own knowledge base, and opens on any phone.

The fee and payment options are shared with you after you apply.

What you build: a customer churn assistantPick a week
7,043 customers21 columns 11 blank charges fixed, with reasons
SELECT contract,
  ROUND(AVG(churn) * 100, 1) AS churn_pct
FROM customers GROUP BY contract;
Month-to-month42.7%
One year11.3%
Two year2.8%

Month-to-month customers leave most. That becomes week 2's first feature.

The tools you will use

The stack teams hire for. Pick one to see when it comes in.

scikit-learnWeek 2. Pipelines, three models and honest evaluation.

Week 3 also uses an LLM API with structured outputs, and Chroma for retrieval.

Assessment onCertificates issued byWeb3 Geeks

Two ways to take it

Same curriculum, same product at the end. Pick the format that fits your week.

Learn alongside a cohort

For students, graduates, working developers and freelancers who want structure and people to learn with, around a job or classes.

Length
4 weeks, Tuesday to Monday
Time
1.5 to 2 hours a day, plus about 3 at the weekend
Live sessions
8 sessions at 9 PM PKT, recorded
Marking
Every task by 10 AM the next morning
Mentor
Shared across the cohort
Seats
Up to 60 per cohort
Certificate
Completion or Distinction
Fee
Shared after you apply

Four weeks, four layers of one product

One task a day, about two hours each, marked by your mentor by 10 AM the next morning. Pick a week to see every task.

“Take a raw file and defend every decision you made to it.”

  1. 1.1Environment and first lookPublic repo; a Colab notebook loads the customer file; no keys in code90 min
  2. 1.2Pandas beyond the basicsMulti-function group-bys that run top to bottom120 min
  3. 1.3Cleaning with a paper trailA cleaning script where every missing-value decision has a written reason120 min
  4. 1.4SQL that answers business questions8 DuckDB queries, including window functions and CTEs, each with its question120 min
  5. 1.5Exploratory analysis6 charts, each followed by two sentences of interpretation120 min
Weekly deliverable, MondayRepo with notebooks, cleaning script, queries and a plain-language insights note, marked on a four-part rubric.

A week in the cohort

  1. TueTask + live training45 minutes at 9 PM
  2. WedTaskAbout 2 hours
  3. ThuTaskAbout 2 hours
  4. FriTaskAbout 2 hours
  5. SatTask + live Q&ADebugging and code review at 9 PM
  6. SunCatch upNo new task
  7. MonWeekly deliverableDue 11:59 PM, marked on a rubric

About 51 hours over four weeks, including the live sessions. Every session is recorded and posted within 12 hours.

Two certificate levels, both checkable online

Every task is marked out of 100 and passes at 40. Your certificate lists the level you reached and has its own record at web3geeks.co/verify.

Demo Day awards: Best Product, Best Engineering, Most Improved.

One-to-one finishes with a weekly average of 65 or above, all four Friday challenges and a Demo Day score of 70 or above.

CompletionPass 15 of the 19 daily tasks and 3 of the 4 weekly deliverables.
DistinctionPass all 19 tasks and all 4 deliverables, keep your public link working, and present at Demo Day.

How enrolment works

No payment to apply. You see the full fee before you commit to anything.

  1. 01ApplyFour short steps on this page, with your CV or LinkedIn. No payment.
  2. 02A person reads itIf it is approved, the fee for your format and the cohort dates arrive on WhatsApp and email.
  3. 03Pay to confirmBank transfer, JazzCash or Easypaisa. Paying confirms your seat.
  4. 04Set your trackA SkillMatch assessment of up to 60 minutes, within 3 days, sets your starting track and mentor. It cannot cost you your seat.
  5. 05You are inYour dashboard login, the welcome pack and the first task arrive before day 1.

Apply in about four minutes

Four short steps and your CV. A person reads every application. If it is approved, we send the fee, the dates and how to pay on WhatsApp and email.

Questions first? +92 300 6654927 on WhatsApp

Applications open soon

The next cohort's dates are being set. Message us on WhatsApp and we will tell you when applications open.

Questions

The fee depends on the format you choose. Once your application is approved we send it on WhatsApp and email, with the dates and how to pay (bank transfer, JazzCash or Easypaisa). Applying costs nothing and commits you to nothing.