Kavita Gupta, PhDLaunching “ML & AI Cupcakes”Happy to launch my weekly Newsletter “ML & AI Cupcakes”.Mar 4Mar 4
Kavita Gupta, PhDTips on minimizing Bias and Variance in a machine learning model!Bias and Variance are two important things to take care of while building a machine learning model. High bias leads to underfitting and…Feb 271Feb 271
Kavita Gupta, PhD5 challenges in using Variance Threshold technique for Feature Selection!Variance Threshold is a univariate selection technique that comes under the category of filter methods for feature selection. In this…Feb 23Feb 23
Kavita Gupta, PhDTug of war between bias and variance in Machine Learning!If you have been studying machine learning for a while, you must have definitely came across the concept of bias-variance tradeoff. It is a…Feb 19Feb 19
Kavita Gupta, PhDEscaping the trap of low self-esteem!I clearly remember my early days in industry. Coming from a research academic background, it felt like stepping into the unknown.Feb 17Feb 17
Kavita Gupta, PhDGradient Descent Simplified for Machine Learning Mastery!Understanding of Gradient Descent algorithm is important for anyone who wants to gain deeper knowledge on how machine algorithms works…Feb 16Feb 16
Kavita Gupta, PhDHow Accuracy can be misleading in Machine Learning?In the world of machine learning, accuracy is often a primary metric to evaluate the model performance for a binary classification problem…Feb 92Feb 92
Kavita Gupta, PhDThe real power lies in mastering the basic ML algorithms!In the world of machine learning, things are moving really fast. You may wonder why bother to learn about the basic machine learning…Feb 81Feb 81
Kavita Gupta, PhDConfusion matrix is not so confusing with these 4 elementsA confusion matrix is like a report card for classification models. It is a tool that checks how well a model is performing on a test…Feb 2Feb 2
Kavita Gupta, PhDData will tell you which Machine Learning Algorithm to pickThere are four main types of Machine Learning Algorithms based on the kind of data they use:Feb 1Feb 1
