Neural network types, differentiation, basic statistics, MLE, discriminative vs generative models, graphical models
Machine Learning Consultant Interview Questions
8,199 machine learning consultant interview questions shared by candidates
1. HR interview 2. 1st round interview: 30 mins, basic ML question 3. 2st round onsite: 5-6 hrs take home project, 2hr presentation. The hardest part would be onsite, many challenging questions. You have to find the best solution for the company. take home project is time-comsuming
What are some regression metrics you are familiar with?
They just ask where you want to go, the languages you are familiar with. More technical questions on the skills interview, just trying to know how knowledgeable you are on ML techniques.
Basic questions from 5 domains 1) Machine Learning 2 ) SQL 3)Scripting 4)Web Scraping 5)Deep Learning
Tell me about yourself and why should we hire you.
¿Que es una metodología agile? ¿Que es ML supervisado y no supervisado?
No recuerdo las preguntas exactas, pero se enfocaron en diseño de pipelines, comunicación técnica según perfil, y desafíos comunes en sistemas de machine learning en producción.
Leetcode questions, ML trivia, and discussing/implementing algorithms
Describe how your projects can help you in this job.
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