Mukul Kumar Singh ChauhanA Tale of Three Models: How Transformers, BERT, and ULMFiT Took NLP by StormLet’s embark on a journey through the evolution of natural language processing (NLP), starting with the challenges that RNNs (Recurrent…Oct 8Oct 8
Mukul Kumar Singh ChauhanBeyond Words: How BERT’s Attention Mechanism Revolutionized Language ProcessingThis article delves into BERT (Bidirectional Encoder Representations from Transformers), a revolutionary language model that has…Oct 5Oct 5
Mukul Kumar Singh ChauhanA Comprehensive Guide to Vector Databases: The Future of AI-Driven Data RetrievalIntroductionSep 30Sep 30
Mukul Kumar Singh ChauhanThe Ultimate Guide to Linear Regression: Mastering R-squared, Adjusted R-squared, AIC, BIC &…There is bound to be Regression toward the mean — Charlie MungerApr 18, 2023Apr 18, 2023
Mukul Kumar Singh ChauhanUnlocking Insights with Feature Engineering: A Case Study on the Titanic DatasetFeature engineering is a crucial step in the machine-learning pipeline that involves transforming raw data into meaningful features that…Mar 24, 2023Mar 24, 2023
Mukul Kumar Singh ChauhanUnlocking the Power of p-values: Making Data-Driven Decisions with Statistical Significance“If the statistics are boring, you’ve got the wrong numbers.” — Edward TufteMar 24, 2023Mar 24, 2023
Mukul Kumar Singh ChauhanRiding the Gradient Boosting Wave: A Beginner’s Guide to the Next Level of Machine LearningGradient Boosting is a powerful machine learning algorithm that is widely used in various business verticals such as finance, mortgages…Mar 24, 2023Mar 24, 2023
Mukul Kumar Singh ChauhanData Visualisation Using SeabornSeaborn is a data visualisation library that helps in creating fancy data visualisations in Python. Most of the Data Analysis requires…Dec 30, 20182Dec 30, 20182
Mukul Kumar Singh ChauhanData Visualization in R with GGPLOTLets Make Our First Plot using GGPLOT Package — ScatterplotNov 9, 2018Nov 9, 2018