The Forecasting & CatBoost Bundle

📚 Forecasting & CatBoost Mastery Bundle (Early Access)
Modern forecasting + high-performance tabular modeling — in one practical toolkit.

This bundle combines two production-minded guides for practitioners who build real ML systems: time series forecasting and tabular modeling with CatBoost. If you work on demand forecasting, business forecasting, or hybrid pipelines (time series + features), this pairing gives you an end-to-end foundation you can actually ship.

✅ What’s Included

📘 Mastering Modern Time Series Forecasting (Preorder / Early Access)
A practical, end-to-end guide to forecasting with statistical methods, machine learning, and deep learning — with modern evaluation and deployment-aware workflows.

You’ll learn:

• ARIMA/ETS, Prophet, and robust backtesting/validation
• Feature-based ML forecasting (incl. gradient boosting)
• Deep forecasting: RNNs/LSTMs/Transformers — what works, what doesn’t, and when
• Real-world projects with reproducible code and workflows

📗 Mastering CatBoost: The Hidden Gem of Tabular AI (Preorder / Early Access)
A hands-on guide to CatBoost — one of the strongest gradient boosting toolkits for structured data, especially when categorical features matter.

You’ll learn:

• Classification, regression, ranking + practical extensions
• Proper categorical handling (without fragile preprocessing)
• Tuning, diagnostics, and interpretation (incl. SHAP)
• Deployment-minded workflows + common failure modes in production

🎯 Why Buy the Bundle?

• Bundle-only pricing (save vs buying separately)
• Learn two essential domains: forecasting + tabular modeling
• Production-ready examples and reusable templates
• Content evolves: you get updates as the books grow