Rajesh Sharma

Data Science

How to handle class imbalance in predictive classification models (SMOTE vs Class Weights)?

SMOTE adds synthetic minority samples; class‑weighting adjusts loss—choose based on data preservation, streaming needs, and over‑fit risk.

Digital Advertising

How to set up Google Performance Max (PMax) campaigns while controlling audience signal quality?

Control Google Performance Max audience quality by leveraging precise first-party data, Custom Segments, account-level negative keywords, and conversion value rules to guide the algorithm towards high-value conversions.

Digital Marketing

How do you design a holistic Growth Flywheel that connects paid acquisition, organic content, and lifecycle retention?

Design a holistic Growth Flywheel by integrating paid acquisition, organic content, and lifecycle retention, leveraging data-driven attribution and continuous optimization to ensure each element amplifies the others for compounding growth.

Digital Marketing

How to execute co-marketing campaigns and joint webinars with complementary non-competitor brands?

Define shared KPIs, sync leads via Zapier, and run joint webinars using HubSpot, Zoom, and BigQuery for attribution.

Machine Learning

What is MLOps and how to use MLflow and BentoML to track model lineage and deploy inference endpoints?

MLOps unifies development and ops; MLflow tracks lineage while BentoML serves models, giving end‑to‑end reproducible inference.

No peer answers provided yet.

Topic Created 📈 Career Growth in Marketing Open Topic Created 🤖 Machine Learning Open Topic Created 👁️ Computer Vision & Multimodal AI Open Topic Created 🎬 Video & Visual Content Open Topic Created 🛡️ Ethical Hacking & Penetration Testing Open