Null vs. Alternate Hypothesis
OtherUniform Sampling within Unit Circle
OtherExplain Bias-Variance Tradeoff
OtherAddressing Stagnant Validation Loss
OtherMax Population Throughout History
Data Structures & AlgorithmsMax Installable Libraries with Prerequisites
Data Structures & AlgorithmsExplain ReLU Activation Function
OtherExplain Positional Encoding in Transformers
OtherSine/Cosine vs. Binary Positional Encoding
OtherExplain Layer and Batch Normalization
OtherConvex and Non-Convex Loss Functions
OtherPooling Techniques Discussion
OtherSegmentation Basics and Pooling
OtherClassification Metrics: Class Imbalance, ROC-AUC vs. PR-AUC
OtherReasons for NaN Loss
OtherBias-Variance Tradeoff (Round 2)
OtherRegularization Techniques
OtherL1 Regularization and Sparsity
OtherOptimal Batch Size and Rationale
OtherRationale for Negative Gradient
OtherMLE vs. MAP Estimation
OtherCross Entropy Loss and KL Divergence
OtherEffect of Same Weight Initialization
OtherDropout Mechanism (Training Time)
OtherMulti-GPU Training, Parallelism, PEFT, QLoRA
OtherPreferred Project Discussion
OtherDesign a Visual Search System for Meesho
System Design
