Google Machine Learning Engineer Interview Questions and Answers

Given the API rand7() that generates a uniform random integer in the range [1, 7], write a function rand10() that generates a uniform random integer in the range [1, 10]. You can only call the API rand7(), and you shouldn't call any other API. Please do not use a language's built-in random API.

Aptitude basic maths and pseudo code output choose the best answer

DS algorithms, General Problem solving

Q1. System Designs questions were asked
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Q2. DBMS questions were asked and other resume related topics were involved in discussion
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Tests basic problem-solving skills and logical reasoning abilities through puzzles and mathematical questions.

Assesses programming skills by solving coding problems, usually focusing on algorithms and data structures.

Q1. Evaluates understanding of technical concepts and knowledge related to the specific job role through questions on subjects like computer science fundamentals and relevant technologies.
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You can get the information and answer in Google

Q1. Xg boost, naive Bayes algorithm, standard deviation formula and detailed information about that
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Q2. What is xg boost All about naive Bayes algorithm Standard deviations and the formula
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Q3. What is the Byes rules and there in deep
Ans. 
Bayes' rule is a fundamental concept in probability theory that allows us to update our beliefs based on new evidence.
• Bayes' rule is named after Thomas Bayes, an 18th-century mathematician.

• It is also known as Bayes' theorem or Bayes' law.

• Bayes' rule calculates the probability of an event based on prior knowledge and new evidence.

• It is commonly used in machine learning and statistical inference.

• The formula for Bayes' ru...read more
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Not so tough and you will learn a lot of things that are new to you

The duration is about 90 minute

Given the API rand7() that generates a uniform random integer in the range [1, 7], write a function rand10() that generates a uniform random integer in the range [1, 10]. You can only call the API rand7(), and you shouldn't call any other API. Please do not use a language's built-in random API.

Q1. Machine learning coding question: using Clustering
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Q2. Machine learning coding question: using Associate rule mining
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Using associate rule mining to find patterns in data
• Associate rule mining is a technique used to discover interesting relationships or patterns in large datasets

• It is commonly used in market basket analysis to find associations between items purchased together

• The output of associate rule mining is a set of rules in the form of IF-THEN statements

• Support and confidence are two important measures used in associate rule mi...read more
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Q1. Questions on Projects in Resume
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Q2. Hypothecical scenario discussion and problem solving in ML
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