Get Hired in Data Kit Get the Kit · $17

Get Hired in Data Kit

Stop studying randomly. Start building proof you can do the job.

A focused kit for people working toward their first role in Data Analytics or Data Science: portfolio projects to build, interview cases to practice, and machine learning pipeline code you can adapt to your own work.

3core resources
2bonus guides
$17one-time
Get the Kit for $17

One-time payment7-day refund period

The three core resources are included with your purchase. The two bonus guides unlock 7 days after you buy.

The part nobody hands you

Learning the tools is one part. Showing you can use them is another.

You've learned some Python. Maybe SQL, some statistics, a first look at machine learning. That work matters, and you should keep doing it.

At some point, though, the question changes. It stops being "what should I learn next?" and becomes "what do I build, what do I show, and how do I handle an interview problem I've never seen?"

Most learning material doesn't cover that part. This kit is built for it.

While you're learning

  • Tutorials and courses
  • Syntax and libraries
  • Exercises with a known answer
How the kit works

Built for the part that comes after "I'm learning data."

Three resources, each aimed at a different piece of your job search preparation. Use them together and what you're learning starts turning into something you can show, practice and use.

  1. Build proof

    Portfolio Projects

    Pick real, hands-on projects and build work you can put in front of someone and explain.

  2. Practice how you think

    Interview Cases

    Work through case-style problems and get comfortable structuring your reasoning before it counts.

  3. Work from practical structures

    ML Pipelines Cheat Sheet

    Start from Python pipeline code you can read, understand and adapt to your own data.

What's inside

Three resources you'll actually open more than once.

Resource 01 · Build
Portfolio projects

25 Data Analytics Portfolio Projects

Don't just say you know data. Show what you can do with it.

25 real, hands-on project ideas for your Data Analytics portfolio. The point is to move past a list of skills on a resume and start building work you can discuss and demonstrate in your job search.

  • Build projects that give you something real to talk about in an interview
  • Stop guessing what to build next
  • Turn practice into proof of work
Resource 02 · Practice
Interview cases

Data Science Interview Cases

Practice the kind of thinking interviews are actually testing.

A practice resource built around case-style Data Science and analytics problems. You reason through realistic analytical situations on your own time, so the first time you face a problem like this isn't in the middle of an interview.

  • Practice structured, step-by-step thinking
  • Get comfortable with ambiguous, open-ended problems
  • Rehearse before the pressure is real
Resource 03 · Adapt
ML pipelines in Python

Machine Learning Pipelines Cheat Sheet

Start from a solid structure instead of rebuilding the same boilerplate every time.

Practical Python code for machine learning pipelines and workflows, meant as a starting point for your own projects. It's reference material: read it, understand what each step does, then adapt it to your data.

  • Skip the blank-page problem on your next ML project
  • Adapt working structures to your own data
  • Keep a practical reference close while you work
Knowledge into action

Keep learning. Start using it.

Where you are

What you're learning

Python, SQL, stats, ML

Step 1

Build proof

Projects you can show

Step 2

Practice how you think

Interview-style cases

Step 3

Start creating opportunities

Show your work, connect with people

The kit doesn't replace learning technical skills. It helps you do something career-relevant with the skills you're already building.

Two bonus guides

Two short guides for the moments people usually get stuck.

Both bonus guides unlock 7 days after your purchase.

Bonus 1Unlocks after 7 days

Quick Data Analysis Guide

"I have a dataset. Now what?"

A short, practical guide for that first moment with a new dataset. It helps you know what to start checking so you don't sit there stuck, unsure how to begin.

It isn't a full data analysis course. It's a reasoning guide for getting started.

Bonus 2Unlocks after 7 days

LinkedIn Networking Guide

Start creating opportunities instead of only applying to them.

A beginner-friendly guide to using LinkedIn more intentionally. It covers:

  • What kinds of things to post
  • How to approach people naturally and start conversations
  • How to take part in the professional community
  • How to use your network without spamming strangers for jobs
Is this for you?

Made for people early in their data career.

A good fit if…

  • You're learning Data Analytics or Data Science and want to start preparing for your first opportunities.
  • You know some Python, SQL, analytics or machine learning, but you're not sure what to build.
  • You want something more concrete to show and talk about in interviews.
  • You want to practice analytical thinking before you're under interview pressure.
  • You want focused resources, not another massive course.

Probably not for you if…

  • You're looking for a complete Python course from zero.
  • You expect a product to guarantee you a job.
  • You want advanced, academic or research-level machine learning training.
  • You want a complete Data Science curriculum.
Yukio, data professional and educator, smiling with arms crossed
Who made this

Built by someone who's worked in data for 15+ years.

"I've spent more than 15 years working with data, and I keep seeing the same pattern. People put a lot of time into learning tools, but nobody shows them how to turn those skills into proof they can actually do the work."

The Get Hired in Data Kit isn't another massive course. It's a focused set of practical resources for the stretch between learning data skills and turning them into opportunities.

Yukio

  • 15+years working with data
  • 5,000+students taught
  • USPMathematics degree, University of São Paulo
  • Professional experience with companies including HSBC and Samsung
  • Data and AI consultant, with extensive experience teaching technical subjects
About the teacher

What Yukio's students say

Feedback from students of Yukio's data courses in Brazil, originally posted in Portuguese on Hotmart. The screenshots show the reviews as displayed with automatic English translation; the text below each one is transcribed from the screenshot so it's easy to read on a phone.

Student review on HotmartTranslated from Portuguese

"Very good, excellent teaching method. It's definitely worth it for anyone wanting to get into the data field."

Luis

Student review on HotmartTranslated from Portuguese

"Excellent! It's well worth it for those starting out in the field and for those already working in it! André is a 10 out of 10!"

Student review

Student review on HotmartTranslated from Portuguese

"A club with very rich content and a wide variety of topics. Great value for money!"

Matheus

These reviews were originally submitted by students of Universidade dos Dados, Yukio's Brazilian data education platform. They refer to his courses and teaching, not specifically to the Get Hired in Data Kit. (Yukio's full name is André Yukio, which is why one review mentions André.)

The offer

What you get for $17.

A focused set of resources you can start using as you prepare for your first opportunities in data.

Get Hired in Data Kit

3 core resources + 2 bonus guides

Included with your purchase

  • 25 Data Analytics Portfolio Projects
  • Data Science Interview Cases
  • Machine Learning Pipelines Cheat Sheet

Unlocked 7 days after purchase Bonus

  • Quick Data Analysis Guide
  • LinkedIn Networking Guide
$17USD
One-time payment
7-day refund period
Get the Kit for $17

Materials are in English.

Take a week to decide.

You have 7 days to decide whether the kit is right for you. Refund requests are subject to the purchase terms.

Questions

Frequently asked questions

Is this a course?

No. It's a set of practical digital resources meant to complement the technical skills you're already learning. You use them to build, practice and prepare, alongside whatever courses or study you're doing.

Is this for complete beginners?

It's designed mainly for people early in their data career. You'll get the most out of it if you're already learning, or have some familiarity with, Data Analytics, Python, SQL, statistics, machine learning or related topics.

Will this guarantee me a job?

No, and no product can honestly promise that. The goal is better preparation: stronger proof of work, more deliberate interview practice and a clearer idea of what to do with the skills you're building.

What do I get?

Three core resources, included with your purchase:

  • 25 Data Analytics Portfolio Projects
  • Data Science Interview Cases
  • Machine Learning Pipelines Cheat Sheet

Two bonus guides, the Quick Data Analysis Guide and the LinkedIn Networking Guide, unlock 7 days after purchase.

When do the bonuses unlock?

7 days after your purchase.

What language are the materials in?

English.

How much does it cost?

$17 USD, as a one-time payment.

Is there a refund period?

Yes, 7 days. Refund requests are subject to the purchase terms.

You don't need another folder of courses you never finish.

You need something you can use this week.

  • 01Build work you can show
  • 02Practice interview-style problems
  • 03Turn what you're learning into proof
Get the Kit for $17

One-time payment7-day refund periodBonus guides unlock after 7 days

Get Hired in Data Kit$17 · one-time
Get the Kit · $17