Foundations
Python, statistics, machine learning, and deep learning.
Technical interview series
The Real Machine Learning Interview
100 Questions Based on Real Interview Patterns
Now available in Kindle and paperback editions through Amazon.
Inside the guide
From foundations to production systems.
The coverage spans the technical concepts, production judgment, and communication skills that machine learning interviews commonly test.
Engineering
MLOps, production systems, evaluation, and system design.
Modern AI
Large language models, retrieval-augmented generation, and applications.
Interview communication
Behavioural preparation and answers organised for clear explanation.
Prepare with understanding