PinnedSatya RepalainAI MindWhy you should not buy the Rabbit R1 AI deviceit is just a child’s toy compared to smart phonesJan 21Jan 21
Satya RepalaAccount Takeover (ATO) FraudWhen a fraudster gains unauthorized access to a victim’s bank account, often through phishing or malware, to steal funds.Apr 5Apr 5
Satya RepalainAI MindHow LIME Achieves Model ExplainabilityLIME (Local Interpretable Model-agnostic Explanations)Feb 14Feb 14
Satya RepalainAI MindBreakdown of Inductive and Transductive Learning in the Context of Graph Neural Networks (GNNs):The realms of machine learning offer two distinct approaches to making predictions from data: inductive learning and transductive learning…Feb 11Feb 11
Satya RepalainAI MindGraph Unsupervised Learning: Exposing Fraud Without LabelsIn the battle against fraud, a major challenge lies in the lack of ground-truth labels. Fraudulent transactions are often deliberately…Feb 11Feb 11
Satya RepalainAI MindUnderstanding Graph Neural Networks (GNNs)In a world rich with interconnected data — from social networks to molecules to transportation systems — traditional machine-learning…Feb 11Feb 11
Satya RepalainAI MindDimensionality Reduction: A Data Scientist’s ToolkitData in the real world is often messy and high-dimensional. This means it can contain a large number of features (variables or columns)…Feb 11Feb 11
Satya RepalaUnderstanding Sampling Strategies in DataScienceIn the diverse landscape of data science, the choice of an appropriate sampling strategy is a critical step that significantly influences…Jan 21Jan 21