PinnedIqra BismiinArtificial Intelligence in Plain EnglishTwo Simple Tests to Check Normality of the DataMany statistical tests rely on the assumption that the data being analyzed is normally distributed, or at least approximately so. This is…Jan 10, 20231Jan 10, 20231
PinnedIqra BismiHow to prepare for SQL Interviews in 15 daysSQL is one of the important skills required for Data Engineers, Data Analysts, and Data Scientists. During the interview process, there is…Dec 25, 2022Dec 25, 2022
Iqra BismiinArtificial Intelligence in Plain EnglishHarnessing LangChain’s Output Parsers for Advanced Data ProcessingLangChain’s suite of output parsers represents a powerful toolkit for developers working with language models. These tools enable the…Apr 3Apr 3
Iqra BismiEvaluating LLM Models: From RAGAs to OpenAI GuardrailsAs LLMs continue to advance, the need for robust evaluation frameworks becomes increasingly critical. In this comprehensive guide, we…Feb 13Feb 13
Iqra BismiUnleashing Predictive Power: A Comprehensive Guide to PPS (Predictive Power Score)IntroductionNov 6, 2023Nov 6, 2023
Iqra BismiinArtificial Intelligence in Plain EnglishEnhancing Recurrent Neural Networks with Normalization TechniquesIntroductionOct 11, 2023Oct 11, 2023
Iqra BismiinArtificial Intelligence in Plain EnglishTackling Class Imbalance in Machine Learning: Strategies for Better PredictionsIntroduction:Oct 4, 2023Oct 4, 2023
Iqra BismiinArtificial Intelligence in Plain EnglishDetecting Anomalies: A Comprehensive Guide with One-Class SVM and Isolation ForestIntroductionSep 15, 2023Sep 15, 2023
Iqra BismiinArtificial Intelligence in Plain EnglishGrouped Data Cross-Validation with scikit-learn: GroupShuffleSplit and GroupKFoldData comes in various forms, and when it’s grouped, traditional cross-validation methods can fall short. Scikit-learn, the go-to library…Sep 4, 2023Sep 4, 2023
Iqra BismiinArtificial Intelligence in Plain EnglishResponsibleAI (RaiWidget): A Tool for Interpretable, Fair, and Accurate Machine LearningArtificial intelligence (AI) is rapidly changing the world, and with it comes the need for responsible AI. Responsible AI is the practice…Aug 26, 2023Aug 26, 2023