Interview Questions

Googlepm 1. - "Since there is ample amount of data, there are various options to use them : Track travellers : Using traffic data coupled with user's GPS, in consent with the user, find the user's exact spot, this can be valuable in case of emergencies or tracking a school bus. Better ticketing : I understand that the notion is to NOT build anything with navigation, however if we have all data on the traffic, data analytics can predict if particular routes are used most, say if three connection routes a"See full answer

Debajyoti B. - "Museums are multi-revenue organizations. They dont have much or any profits in the process but thats becuase they dont want to either. All the money pretty much goes to operational costs required to be a well maintained place of exhibit. Lets consider the sources they currently "make" the money from- governments(national and/or state) private donors and trustees heritage organizations with their lottery fundings self channels like admission/entry fees, tickets for exhibitions, gift s"See full answer

Sri V. - "Switching from a linear kernel to RBF / Gaussian kernel is likely to result in overfitting the model. It is a move that adds complexity to the mix, and if the data doesn't need that sort of complexity, it would result in overfitting. On the other hand, all the other three approaches would only try too reduce complexity in the process, thereby doesn't contribute to overfitting the model."See full answer

Exponent - "This is an Improve a Product question. Let's first go over the Improve a Product formula: Ask clarifying questions Identify users, behaviors, and pain points State product goal Brainstorm small improvements Brainstorm bolder improvements Measure success Summarize Now, let's begin! Ask clarifying questions Before we begin listing off recommendations, it's important you ask questions to ensure you and the interviewer are on the same page"See full answer

Product V. - "Clarifying QQ What is the definition of children - Say age 8-13 Are we referring to the writing pen - Ball or fountain - Feel free to make assumption Are we designing for the first time writing experience - Feel free to make an assumption What is the overall goal here - Allow children to experience with pen Any specific country or region - Say International I will take India and then we can design something on the similar lines for the developing world - something that wi"See full answer

Jeff H. - "Interesting question. I believe they now do this. Couple clarifying questions: Are we talking about the FSD feature specifically, or older legacy models as well? Is there any hardware needed in order to enable this feature, or is it purely a software update? Would people still be able to pay a set fee for FSD upfront, or is it up to me? Up to you. Goals: Let's think about Tesla's goals in this change. One could be adoption. The cost of 10k could be prohibitive for the feature up"See full answer

Exponent - "This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer. Unfortunately, there's no formula for technical questions, but some general tips are: Use analogies when you can Break your solution into clear, bite-size steps Don't be afraid to use examples to b"See full answer

Anonymous Duck - "I will work with data scientist to implement anomaly detection models to flag any deviations in a business’s review patterns over time. Like if any sudden influx of positive reviews after a negative review could indicate a reputation management effort. Or Any like any bot reviews happening in quick sessions happening from different cities/geo locations"See full answer

Kavithadevi P. - "hash maps work in key value pair. The keys are hashed with a hash algorithm and resulting hashcode(integer) with related value are stored. Accessing a value, removing an element, Searching the hash map: 1) The hash map value can be accessed in O(1) time once you know the key. 2) If the key is not known, the hashmap value can be accessed in O(n) since you have to iterate atleast once. "See full answer

Takashi M. - "Designing a Pseudo Random Number Generator (PRNG) involves creating an algorithm that generates a sequence of numbers that appear random while being deterministic, meaning that the same sequence can be reproduced given the same initial conditions. Here's a basic outline of how you could design a PRNG: Define the seed: The PRNG algorithm requires a seed value to initialize the generator. The seed can be any value, such as a number provided by the user or obtained from system data like the curr"See full answer