Loss function for Decison trees
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."
8,207 machine learning interview questions shared by candidates
Tell me about a project you are proud of?
What is validation dataset? what is accuracy measure?
- Design Youtube (System design) - String problem.
System design questions with different theoretical questions mixed in
Describe your last project in detail
In the first round they asked me three questions- 1) Programming question related to modify a number x to y given the operations of division by 2 and subtraction by 1. 2) How to simulate three choices using a coin? 3) How to select value of k in K means clustering?
Describe a system you've built at previous job
Easy coding problems like DFS, hashing.
889. Construct Binary Tree from Preorder and Postorder traversals.
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