Applied Machine Learning

In this 60‑minute session, you’ll get complete clarity on one chosen topic in Machine Learning, Deep Learning, Generative AI, or Deployment. The focus is end‑to‑end: concepts, intuition, applications, implementation details, and interview preparation.

You can ask any questions during the hour — whether it’s about fundamentals, advanced models, or deployment challenges. My approach is practical and production‑grade, designed to help you not only understand but also apply concepts in real projects.

Topics you can choose from include:

• Traditional Machine Learning
  • Random Forest, XGBoost, Decision Trees
  • Regression models
  • SHAP, Evaluation metrics, EDA
• Deep Learning
  • ANN, CNN, RNN, LSTM
  • Transformers, BERT, GPT
• Generative AI
  • RAG Pipeline
  • LLM Applications
  • Agentic AI & Frameworks
  • Multi‑Agent Systems
• Deployment
  • CI/CD Pipeline
  • Containerization, Kubernetes
  • RESTful APIs
• Problem Solving Under Constraints
  • Balancing accuracy, speed, and resources
  • Practical strategies for real‑world scenarios

This hour is yours — ask freely, clarify doubts, and walk away with confidence, clarity, and a roadmap for applying the concept in real life.