PMLesson's Ace the PM Interview

MARCH 4, 2025

Machine learning Why did you become an ML engineer? How would you engineer features to improve the accuracy of a toxicity detection model in chat messages? 📖 Interested in preparing more in-depth for a role as a software engineer? Study with Exponent’s System Design Interviews course.

Reporting Tools 52

Reporting Tools Data Visualization User Testing Technical Review 52

PMLesson's Ace the PM Interview

MAY 15, 2025

Machine learning Explain Bayes' theorem. What strategies would you use to avoid model drift in a production system? Explain your impact and what you would do differently in the future to demonstrate your growth and ability to learn from mistakes. Study with Exponent’s Software Engineering Interviews course.

Analytic Tools 52

Analytic Tools Research Software Reporting Tools Data Visualization 52

PMLesson's Ace the PM Interview

APRIL 2, 2025

Machine learning Explain how you would handle imbalanced datasets in a lead-scoring model. How would you build a model to predict customer churn?   📖 Interested in preparing more in-depth for a role as a software engineer? Study with Exponent’s Software Engineering Interviews course.

Analytic Tools 52

Analytic Tools Reporting Tools Technical Review Data Visualization 52

PMLesson's Ace the PM Interview

FEBRUARY 20, 2025

Machine Learning Design a machine learning system that makes stock predictions from Reddit comments. What metrics do you monitor after deploying a machine-learning model?   📖 Interested in preparing more in-depth for a role as a software engineer?

Reporting Tools 52

Reporting Tools Data Visualization Software Review Technical Review 52

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale.

Feedback Software

PMLesson's Ace the PM Interview

MARCH 17, 2025

Machine learning Explain overfitting. Study with Exponent’s Software Engineering Interviews course. Study with Exponent’s System Design Interviews course. Machine learning IBM’s machine learning interview starts with your initial tech screens. Design WhatsApp.

Analytic Tools 52

Analytic Tools Reporting Tools Research Software Technical Review 52

PMLesson's Ace the PM Interview

APRIL 2, 2025

Machine learning What is cross-validation, and why is it important in machine learning? How do you address it in your models? What is regularization in machine learning? Study with Exponent’s Software Engineering Interviews course. Design a hotel booking service.

Data Visualization 52

Data Visualization Reporting Tools Technical Review Analytic Tools 52