Mina GhashamiinAI AdvancesUnderstanding Perceptron and AdalineThe Foundations of Machine Learning1d ago1d ago
Mina GhashamiinAI AdvancesBitcoin Price Prediction Using Enhanced LSTM ModelsA case study in Machine LearningAug 25Aug 25
Mina GhashamiinAI AdvancesAttention Step By StepDeriving Attention Mechanism Step By Step And IntuitivelyAug 20Aug 20
Mina GhashamiinAI AdvancesBehind HuggingFace Transformer PipelineA simple exercise to unfold pipelines in HuggingFaceAug 18Aug 18
Mina GhashamiinTowards Data ScienceEnhancing E-Commerce with Generative AI — Part 1From Data to Product RecommendationsJul 31Jul 31
Mina GhashamiinTowards Data ScienceUnderstanding Positional Embeddings in Transformers: From Absolute to RotaryA deep dive into absolute, relative, and rotary positional embeddings with code examplesJul 201Jul 201
Mina GhashamiinTowards Data ScienceScaling Law Of Language ModelsHow language models scale with model size, training data, and training computeJul 91Jul 91
Mina GhashamiinAI AdvancesDetecting Hallucinations In Large Language ModelsA novel method based on Semantic EntropyJul 51Jul 51
Mina GhashamiinAI AdvancesMatryoshka Representation LearningA Multi-Scale Representation Learning ParadigmJun 271Jun 271
Mina GhashamiinAI AdvancesDistributed Training With HuggingFace In SageMakerCode and Concept ExplainedJun 24Jun 24