ML assignment: Classification of frames
Machine Learning Interviews
Machine Learning Interview Questions
"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
8,212 machine learning interview questions shared by candidates
- SQL & Python (Basics) * Basic questions on SQL Joins, Unions, Filtering, String & Date functions, Aggregate functions. * Basic user defined functions, visualizations, pandas functions - SQL (Advanced) * Queries using window functions (Row Number, Rank, Dense Rank), sub-queries in SQL to check approach and logic to solve a problem - Python (Advanced) + ML * user defined functions * Asked to explain one of the projects listed on my resume, few basic ML questions * Exploratory data analysis questions - Apti & HR * questions on Number series and puzzles, basic statistical questions. * HR questions on background, personality check questions, why analytics, why dhiOmics.
Detail about the NLP projects.
what do you know about machine learning? rate yourself in mathematics and probability background!
Some Neural Network based conceptual problems were asked
What is XGBOOST Algorithm in Machine Learning?
In SQL questions were more related to window functions, joins, subqueries etc. In python questions were based on dataset filtering and visualization. In ML, questions were more related to concepts behind algorithms.(Linear regression, logistic regression etc)
Not very difficult questions, but they were VERY extensive. I received a question on the k-means algorithm: when it is used and what are its weaknesses.
The algorithmic interviews were leetcode medium and a leetcode hard. I did not fully finish the leetcode hard but the interviewer was satisfied. I also had a behavioral round with a hiring manager.
Basic resume related questions and some in-depth project questions. Overall easy interview
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