đź‘‘ Well Done! You Crushed the VIP 5-Day Challenge
Recap Page
 Here’s your recap — plus your natural next step: the 30-Day Data Science Challenge.
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Our Training Week in a Review
Day 1 — What Is Data Science?
 See how a real data science project works from start to finish — and how it’s different from analytics, ML, or data engineering.
Access this day’s challenge training here
Day 2 — Real-World Case Study & Platform Setup
Step inside a telecom churn project and launch your own Databricks workspace with real-world data.
Access this day’s challenge training here
Day 3 — Data Encoding for ML
Watch how to handle messy data with encoding and preprocessing — then follow along with hands-on code demos.
Access this day’s challenge training here
Day 4 — Train-Test Split Made Easy
Learn why splitting data correctly matters — then see a live walkthrough so you can apply it on your own.
Access this day’s challenge training here
Day 5 — Build Your First ML Model
Train and evaluate a decision tree model — then recreate it yourself to lock in confidence and skills.
Access this day’s challenge training here
Why Upgrade to the 30-Day Challenge?
🚀 Accelerate Your Progress — Go from beginner to job-ready in just 30 days.
✅ Build Portfolio-Worthy Projects — Create a job-ready ML project step-by-step, so you can confidently showcase it in interviews.
🎯 Stay on Track With Expert Support — Get direct access to coaches, proven templates, and a motivating community that keeps you accountable.
🔥 Look how far you came in just 5 days…
🎉 In just 5 days, you set up a real project, cleaned messy data, and trained your first ML model.
But let’s be real — 5 days can only take you so far.
👉 To truly stand out in interviews, you need more than just a single project. You need:
- Portfolio-ready ML projects that prove you can handle real-world data, end to end.
- Mastery of the fundamentals — statistics, feature engineering, and model evaluation — the very skills hiring managers test for.
- A supportive community of like-minded peers who keep you motivated and accountable.
- Expert guidance from professionals who’ve already walked the path you’re on — so you don’t waste time guessing what works.
🚀 The 30-Day Challenge Takes You to Job-Ready
In 30 days, you’ll go from beginner → job-ready with:
âś” A portfolio-ready Random Forest project (a big upgrade from Decision Trees)
âś” Step-by-step mastery of statistics, feature engineering & model evaluation
✔ Weekly live coaching sessions for 2 months — practice interview Q&A, get feedback
âś” 2 months of full community + expert chat support
âś” A clear system to explain your projects with confidence in interviews
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By the end, you won’t just “do a project” — you’ll have the skills, projects, and confidence hiring managers actually look for.
