Report this item to Etsy

Price:€7.38

VAT Included

Python Advanced Data Analysis | Numpy Scikit-learn Cohort Analysis Machine Learning Prep

Includes Etsy Purchase Protection

You can only make an offer when buying a single item.

Highlights

  • Designed by DataGym
  • Digital download
  • Digital file type(s): 1 ZIP

★ ADVANCED PYTHON FOR ANALYSTS READY TO LEVEL UP ★

5 advanced Python exercises covering statistical analysis, machine learning preparation and cohort retention — the skills that get you from junior to senior analyst.

──────────────────────────────
📦 WHAT'S INSIDE
──────────────────────────────
• Python_Advanced_Tasks.ipynb — 5 exercise notebooks
• Python_Advanced_Solutions.ipynb — complete solutions
• README.txt

──────────────────────────────
📋 EXERCISES
──────────────────────────────
1. NumPy & Statistics — arrays, broadcasting, outlier detection
2. Advanced Pandas — apply, map, vectorised ops, MultiIndex
3. Machine Learning Prep — scikit-learn, encoding, scaling, LinearRegression
4. Cohort Retention Analysis — retention matrix, seaborn heatmap
5. End-to-End Pipeline — data quality report, segmentation, dashboard

⚙️ Requirements: Python 3.8+, pandas, numpy, matplotlib, seaborn, scikit-learn
⏱ Estimated time: 2–3 hours
📁 Instant digital download

Instant Download

Your files will be available to download once payment is confirmed.  Here's how.

Instant download items don’t accept returns, exchanges or cancellations. Please contact the seller about any problems with your order.

Etsy Purchase Protection
Shop confidently on Etsy knowing if something goes wrong with an order, we've got your back for all eligible purchases — see programme terms

DataGym
DataGym ·

Poland

No reviews yet
·
0 sales
·
New on Etsy
Message seller

Typically responds within a few hours

Typically responds within a few hours

Be the first to leave a review

Help this shop grow by ordering and sharing your feedback. Plus, shop confidently with Etsy Purchase Protection.
Learn more

You may also like

Listed on 02 Jul, 2026
Homepage Art & Collectibles Prints Digital Prints