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Interview questions by company and topic | SysRound

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34 questions

Showing 26–34

Machine learningMedium
Explain What a Neural Network Is and How It Learns
Companies: Axq Capital
ML Fundamentals · Neural Networks & Training
Open workspace
Machine learningMedium
Hand-Compute a Small Neural Network Forward Pass with a Sigmoid Output
Companies: Pinterest
Neural Networks & Training
Open workspace
Machine learningMedium
Handle cold start, dropout, and training stability
Companies: Amazon
Neural Networks & Training · Recommendation Systems
Open workspace

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Machine learningMedium

How a Perceptron Computes and Learns: The Single-Neuron Linear Classifier

Companies: Google

Neural Networks & Training · Supervised Learning

Machine learningMedium

Identify What Does Not Fix Vanishing Gradients

Companies: C3 Ai

Neural Networks & Training

Machine learningMedium

Implement Softmax Cross-Entropy Forward and Backward Passes and a Training Loop

Companies: Waymo

ML Coding · Neural Networks & Training

Machine learningHard

Machine Learning Fundamentals: Optimizers, Scaling Laws, and Clustering

Companies: Meta

Neural Networks & Training · Unsupervised Learning

Machine learningEasy

ML Basics Check: Bayes' Rule, Forward-Pass Arithmetic, KNN and Transformer Concepts

Companies: Netflix

ML Fundamentals · Neural Networks & Training

Machine learningHard

Prevent Vanishing Gradients in Deep Networks

Companies: Pinterest

ML Fundamentals · Neural Networks & Training