Google Machine Learning Engineer Interview Questions

Review this list of 34 Google machine learning engineer interview questions and answers verified by hiring managers and candidates.
  • Google logoAsked at Google 
    +3

    "function preorderToInorder(preorder) { let inorder = []; let stack = []; let root = preorder[0]; stack.push(root); for (let i = 1; i 0 && stack[stack.length - 1] 0) { root = stack.pop(); inorder.push(r"

    Ugo C. - "function preorderToInorder(preorder) { let inorder = []; let stack = []; let root = preorder[0]; stack.push(root); for (let i = 1; i 0 && stack[stack.length - 1] 0) { root = stack.pop(); inorder.push(r"See full answer

    Machine Learning Engineer
    Data Structures & Algorithms
    +2 more
  • Google logoAsked at Google 

    "Hey Grandma, you've had a lot of experience with infants, haven't you? When they were babies, you taught them how to chew in their first six months. This initial phase is like giving them data. Once they learned how to chew, they could handle any food you gave them. Next, you refined their learning by teaching them that they should only chew on food. This is like refining the data so they understand what is relevant. Then, a few months later, they started crawling and walking, learning by observ"

    Hari priya K. - "Hey Grandma, you've had a lot of experience with infants, haven't you? When they were babies, you taught them how to chew in their first six months. This initial phase is like giving them data. Once they learned how to chew, they could handle any food you gave them. Next, you refined their learning by teaching them that they should only chew on food. This is like refining the data so they understand what is relevant. Then, a few months later, they started crawling and walking, learning by observ"See full answer

    Machine Learning Engineer
    Concept
  • Google logoAsked at Google 
    Video answer for 'Merge k sorted linked lists.'
    +6

    "A much better solution than the one in the article, below: It looks like the ones writing articles here in Javascript do not understand the time/space complexity of javascript methods. shift, splice, sort, etc... In the solution article you have a shift and a sort being done inside a while, that is, the multiplication of Ns. My solution, below, iterates through the list once and then sorts it, separately. It´s O(N+Log(N)) class ListNode { constructor(val = 0, next = null) { th"

    Guilherme F. - "A much better solution than the one in the article, below: It looks like the ones writing articles here in Javascript do not understand the time/space complexity of javascript methods. shift, splice, sort, etc... In the solution article you have a shift and a sort being done inside a while, that is, the multiplication of Ns. My solution, below, iterates through the list once and then sorts it, separately. It´s O(N+Log(N)) class ListNode { constructor(val = 0, next = null) { th"See full answer

    Machine Learning Engineer
    Data Structures & Algorithms
    +4 more
  • Google logoAsked at Google 
    +1

    "Deep Learning is a part of Artificial Intelligence, it's like teaching the machine to think and make decisions on its own. It's like how we teach a child the concept of an apple - it's round, red, has a stem on top. We show them multiple pictures of apples and then they understand and can recognize an apple in future. Similarly, we feed lots of data to the machine, and slowly, it starts learning from that data, and can then make relevant predictions or decisions based on what it has learnt. A co"

    Surbhi G. - "Deep Learning is a part of Artificial Intelligence, it's like teaching the machine to think and make decisions on its own. It's like how we teach a child the concept of an apple - it's round, red, has a stem on top. We show them multiple pictures of apples and then they understand and can recognize an apple in future. Similarly, we feed lots of data to the machine, and slowly, it starts learning from that data, and can then make relevant predictions or decisions based on what it has learnt. A co"See full answer

    Machine Learning Engineer
    Concept
    +3 more
  • Google logoAsked at Google 

    "Grandma! You know how we can look at a picture and know what's in it—like seeing a cat or a dog? Computers can learn to do that too! It's just they use special tricks and math to see and understand pictures or videos. It helps them figure out what's in the pictures, almost like how we do! Almost like giving it eyes to see the world in its own way!"

    Praveen D. - "Grandma! You know how we can look at a picture and know what's in it—like seeing a cat or a dog? Computers can learn to do that too! It's just they use special tricks and math to see and understand pictures or videos. It helps them figure out what's in the pictures, almost like how we do! Almost like giving it eyes to see the world in its own way!"See full answer

    Machine Learning Engineer
    Concept
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  • Machine Learning Engineer
    System Design
  • Machine Learning Engineer
    Concept
    +1 more
  • Google logoAsked at Google 

    "i use google frequently, but most of the time i use for syntax and terms which i dont undestand, google is my go to guy."

    Ankit R. - "i use google frequently, but most of the time i use for syntax and terms which i dont undestand, google is my go to guy."See full answer

    Machine Learning Engineer
    Behavioral
  • Google logoAsked at Google 
    Machine Learning Engineer
    Machine Learning
  • Google logoAsked at Google 
    Machine Learning Engineer
    Behavioral
  • Google logoAsked at Google 

    "Depends on the memory available. Also if there's any structure to the data already. If this is just pure numbers random and all over the place and we don't need to worry about space. Then radix sort would be the best. But this all depends on what constraints the interviewer gives you."

    Ted K. - "Depends on the memory available. Also if there's any structure to the data already. If this is just pure numbers random and all over the place and we don't need to worry about space. Then radix sort would be the best. But this all depends on what constraints the interviewer gives you."See full answer

    Machine Learning Engineer
    Analytical
  • Google logoAsked at Google 
    Machine Learning Engineer
    Data Structures & Algorithms
    +1 more
  • Google logoAsked at Google 

    "I went to Indeed.com and research the Hampton Inn job."

    Amparo L. - "I went to Indeed.com and research the Hampton Inn job."See full answer

    Machine Learning Engineer
    Behavioral
  • Google logoAsked at Google 

    "The height of a binary tree is the maximum number of edges from the root node to any leaf node. To calculate the height of a binary tree, we can use a recursive approach. The basic idea is to compare the heights of the left and right subtrees of the root node, and return the maximum of them plus one."

    Prashant Y. - "The height of a binary tree is the maximum number of edges from the root node to any leaf node. To calculate the height of a binary tree, we can use a recursive approach. The basic idea is to compare the heights of the left and right subtrees of the root node, and return the maximum of them plus one."See full answer

    Machine Learning Engineer
    Data Structures & Algorithms
    +3 more
Showing 21-34 of 34