From 5-Day win → job-ready — build the portfolio and confidence hiring managers expect.
🤔 Have you been wondering why your 5-Day win still doesn’t feel “enough”?
You did it. 🎉
You finished your first ML project in 5 days. You proved you can learn by doing.
But if you’re honest, you still feel the gap:
- One project isn’t a portfolio. You know interviewers will expect more.
- Decision Trees were a start. But you still need feature engineering, Random Forests, LightGBM, clustering, statistics… the real interview material.
- Confidence isn’t automatic. You built something — but explaining it in an interview still feels scary.
- Momentum fades fast. Without accountability, it’s easy to stop after a win and slide back into confusion.
✨ What you really want now
- To go from a single starter project → a portfolio of real, job-ready projects.
- To know the ML concepts interviewers actually test for — and how to explain them.
- To practice with mentors + peers so you never feel alone.
- To keep your momentum alive with a structured, daily challenge.
- To finally be confident saying “Yes, I’m ready for interviews.”


🌟 Imagine if…
- In just 30 days, you upgraded from “I built one project” → “I have a portfolio I’m proud of.”
- You mastered the techniques hiring managers expect: feature engineering, model tuning, AutoML, clustering, interview explanations.
- You had 2 months of extended community support to keep you accountable.
- You could sit in an interview and confidently explain not only what you built, but also why it matters to a business.
- You finally felt job-ready, not just “dabbling.”
👉 That’s what the 30-Day Data Science Challenge gives you — the next step after your 5-Day win.
And the good news?
Your 5-Day win was just the start — you don’t have to climb the rest alone.
Introducing: The 30-Day Data Science Challenge 🚀
(from aspirant → interview-ready in just one month)

“This isn’t another course.
It’s a hands-on, day-by-day challenge designed to take you from learning in theory… to building real projects you can show in interviews.
Over the next 30 days, you’ll:
- Build multiple real-world ML projects (beyond the Decision Tree starter).
- Master the exact skills hiring managers test for (feature engineering, Random Forests, LightGBM, clustering, interview Q&A).
- Stay on track with daily structure + community accountability.
- Get coaching + feedback so you never feel stuck.
👉 By the end, you won’t just know data science.
You’ll be able to show it, explain it, and land interviews with confidence.
Your Special 5-Day Participant Price — enroll today before it increases to $697.
Waiting for you inside

Self-Paced Video Training
Daily, Bite-Sized Lessons
Learn step by step with short, focused videos that fit into your busy life. No fluff, no wasted time — just the exact ML concepts and interview-ready skills you need.

Hands-On Projects & Code Templates
Real-World Practice, Ready to Use
Work on real datasets inside Databricks, guided with plug-and-play notebooks and templates. Build projects you can add straight into your portfolio — without wasting hours setting things up.

Coaching & Community
Accountability + Support
Never learn alone. Get feedback from mentors, share progress with peers, and join live discussions so you stay motivated and always know your next step.
Your Special 5-Day Participant Price — enroll today before it increases to $697.
🔹 Your Day-by-Day Challenge Roadmap
Here’s a clear snapshot of how the next 30 days will unfold:
Day 1 | Day 2 | Day 3 | Day 4 | Day 5 | Day 6 | Day 7 |
---|---|---|---|---|---|---|
What is Data Science? | 7 Real-World Applications | Probability Distributions | Hypothesis Testing | Chi-Square Test | Bias-Variance Trade-Off | In-Sample vs Out-of-Sample |
Outliers & Detection Techniques | Data Imputation Methods | Discretization Techniques | Data Encoding Methods | Normalization & Standardization | Handling Unbalanced Data | Train-Test Split |
Decision Trees | Random Forest | Hyperparameters & Tuning | Cross-Validation Methods | Feature Selection Methods | Feature Importance (Model-Agnostic) | Feature Importance (Model-Dependent) |
How Feature Importance is Calculated | LightGBM Model | K-Means Clustering | AutoML | Wrap-Up Project & Review | Interview Prep | Portfolio Polish |
💰 Program Investment
“Get full access to the 30-Day Challenge + community support.”
But that's not all!
Let's Talk Bonuses
🎁 Fast-Track Your Success With These Exclusive Bonuses

Bonus 1: 2 Months of Extended Community Access (valued at $197)
Stay motivated and never learn alone with:
- Weekly 45-minute group coaching calls for direct Q&A
- A private peer network to share wins and stay accountable

Bonus 2: Plug-and-Play Code Templates & Notebooks (valued at $297)
Skip the setup and focus on learning with:
- Ready-to-use Databricks notebooks for every lesson
- Templates you can adapt for your own projects and portfolio

Bonus 3: Interview Prep Toolkit (valued at $197)
Walk into interviews with confidence using:
- One-page explainers for key ML concepts
- Q&A templates to explain your projects clearly and effectively
🔥 That’s over $600 in extra value, included free when you join the 30-Day Data Science Challenge for just $697.

Worried if this is right for you?
You’ve already seen what you can do in 5 days. Imagine what 30 days will unlock. And if you’re still unsure, here’s my 14-Day Participant Guarantee:
- Join today at your special $497 price.
- Complete the daily lessons for 14 days.
- If you don’t feel clearer, more confident, and are already building projects…
👉 Show me your work, and I’ll give you a full refund.
No gimmicks. Just accountability + results.
Frequently Asked Questions
I’m brand new to data science… will I be able to keep up?
I don’t have much time. Can I really do this?
Do I need coding experience or Python knowledge?
Do I need a powerful computer or fancy software?
Will this actually help me land a job?
What if I fall behind?
How much support do I actually get?
Do I get a certificate?
How is this different from free tutorials or bootcamps?
What if it doesn’t work for me?
Can I get my company to pay for this?
What happens after I click enroll?
💰 Program Investment
Join today for $697 and get all bonuses included free.