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Neural-Networks Interview Problems (35)

Practice neural-networks questions asked in data science interviews

Status	Title	Difficulty	Language	Company	Topic
	Backpropagation Fundamentals Free	Easy	Conceptual	Google Meta Microsoft	neural-networks
	CNN Pooling Layers Pro	Easy	Conceptual	Tesla Waymo Apple	neural-networks
	Cross-Entropy Loss Pro	Easy	Conceptual	Google Meta ByteDance	neural-networks
	Data Augmentation Purpose Pro	Easy	Conceptual	Tesla Waymo Snap	neural-networks
	Perceptron Limitations Pro	Easy	Conceptual	Google Microsoft IBM	neural-networks
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	Purpose of Dropout Free	Easy	Conceptual	Google Meta Amazon	neural-networks
	ReLU Activation Function Free	Easy	Conceptual	Google Meta OpenAI	neural-networks
	Softmax Output Layer Pro	Easy	Conceptual	Google OpenAI Anthropic	neural-networks
	Transfer Learning Benefit Pro	Easy	Conceptual	Google OpenAI Meta	neural-networks
	Vanishing Gradient Problem Pro	Easy	Conceptual	Google DeepMind Meta	neural-networks
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	Adam Optimizer Internals Pro	Medium	Conceptual	Google DeepMind NVIDIA	neural-networks
	Attention Mechanism in Seq2Seq Pro	Medium	Conceptual	Google Meta ByteDance	neural-networks
	Batch Normalization Mechanism Pro	Medium	Conceptual	Google Meta NVIDIA	neural-networks
	Convolution Stride and Output Size Pro	Medium	Conceptual	Tesla Apple NVIDIA	neural-networks
	Early Stopping Strategy Pro	Medium	Conceptual	Amazon Meta Google	neural-networks
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	GRU vs LSTM Pro	Medium	Conceptual	Google Amazon Microsoft	neural-networks
	He Initialization for ReLU Pro	Medium	Conceptual	DeepMind Google NVIDIA	neural-networks
	Layer Normalization vs Batch Normalization Pro	Medium	Conceptual	Google OpenAI Meta	neural-networks
	Learning Rate Warmup Pro	Medium	Conceptual	Google OpenAI Anthropic	neural-networks
	LSTM Gating Mechanism Pro	Medium	Conceptual	Google Meta Apple	neural-networks
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	Multi-Head Attention Pro	Medium	Conceptual	Google OpenAI Anthropic	neural-networks
	Positional Encoding in Transformers Pro	Medium	Conceptual	Google OpenAI DeepMind	neural-networks
	Self-Attention in Transformers Pro	Medium	Conceptual	Google OpenAI Anthropic	neural-networks
	Skip Connections in ResNets Pro	Medium	Conceptual	Google Meta NVIDIA	neural-networks
	Xavier Weight Initialization Pro	Medium	Conceptual	DeepMind Google Meta	neural-networks
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