Interview Questions

Exponent - "This is an interesting 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 Okay great. Now that we have the formula, it's time to execute on it! Ask clarifying questions Before we start identifying possible solutions, it's important we ga"See full answer

Exponent - "It may not seem like it, but this is actually a Favorite Product question. We're given just one constraint here: a product management tool. Let's review the Favorite Product formula: Choose a product and briefly explain what it is Who are the users? What are their pain points? How did competitors solve it in the past? How does this product address these pain points differently and better? How would you improve it/make it better? Summarize Let"See full answer

Ali H. - "CIDR (Classless Inter-Domain Routing) -- also known as supernetting -- is a method of assigning Internet Protocol (IP) addresses that improves the efficiency of address distribution and replaces the previous system based on Class A, Class B and Class C networks."See full answer

Anonymous Hornet - "label #shape = [batchsize, posids] X #shape = [batch_size, ch] hidden = nn.Linear(batchsize, ch) #shape = [batchsize, ch] logits = nn.Linear(ch, C) #shape = [ch, C] #modifications start here neg_ids = torch.randint(0, C, 0.1 * C) #e.g. if we want to randomly sample only 10% of C outputneg = np.dot(logits[:, negids], hidden(X)) #shape [batch_size, C1] outputpos = np.dot(logits[:, posids], hidden(X)) #shape [batch_size, C2] output = torch.concat(outputpos, outputneg) #concatenate out"See full answer

Rudransh V. - "I got it right"See full answer

Suhas M. - "Ads"See full answer

Himant G. - "World's population of 7.5BB - MInus china and Russia = 5.5BB Estimated Rural and remote areas are about 50% That gives an estimated population back 2.8 BB Assume 4 people per household -- 2.8/4 = 0.7 BB households in rural areas Assume google's market share is 60%, with YOY growth of 10% 0.7 BB * 60% - .42BB households * 10$ = 4.2BB"See full answer