PinnedDebanjan Saha[Probability Review] Top 6 Basic Probability Distributions You Should Know!As a data scientist or machine learning engineer, you should be quite familiar with a few probability distributions. We may often model a…Feb 11, 2023Feb 11, 2023
PinnedDebanjan SahaTop 5 Pandas EDA Value Replacement TechniquesHow to replace certain (multiple) values or a range of values with another (multiple) value in a Pandas dataframe?Sep 24, 2022Sep 24, 2022
Debanjan SahaApple IntelligenceImagine a world where your Apple devices not only understand you but anticipate your needs, seamlessly integrating into your daily life to…Jun 11Jun 11
Debanjan SahaGPT4-Omni is Fast! Here’s Why?I have been experimenting with the various Large Language Models (LLMs) released in recent times, but since OpenAI released GPT4 Omni…May 18May 18
Debanjan SahaTransformers (NLP): IntuitionUnlocking the AI Marvel: The Power Behind Transformers in NLP!” 🚀 Dive into the heart of Large Language Models (LLMs) like ChatGPT, BARD…Sep 30, 2023Sep 30, 2023
Debanjan SahaGain, Lift and Decile ChartsAre you struggling to accurately evaluate your classification model’s performance? Don’t fret! Try Gain, Lift and Decile charts to evaluate…Feb 23, 2023Feb 23, 2023
Debanjan SahaThe ROC-AUC Curve!“Imagine you have a crystal ball that can predict the future with incredible accuracy. Sounds awesome, right? But how do you know if your…Feb 20, 2023Feb 20, 2023
Debanjan SahaThe only Performance Metrics article you will ever need!Performance metrics are a crucial part of machine learning, as they allow us to evaluate the quality of a model and make informed decisions…Feb 17, 2023Feb 17, 2023
Debanjan SahaWrapper Based Feature Selection TechniquesThere are many ways in which features can be selected from a set of predictors to improve the performance of the machine learning models…Feb 13, 2023Feb 13, 2023