PinnedRevolutionizing Conversational AI with MemGPT’s Context ExpansionMemGPT empowers LLMs with extended memory, offering new opportunities for conversational AI by handling long-context interactiOct 28, 2023Oct 28, 2023
Maximum Likelihood Estimation in Logistic RegressionThe Maximum Likelihood Estimation (MLE) is a method of estimating the parameters of a logistic regression model.Apr 26, 20211Apr 26, 20211
Published inNerd For TechUnderstanding Logistic RegressionSo far, we either looked at estimating the conditional expectations of continuous variables (as in regression). However, there are many…Apr 23, 2021Apr 23, 2021
Regularization TechniquesGenerally, the output of a model can be affected by multiple features. When the number of features increases, the model becomes…Apr 20, 2021Apr 20, 2021
Published inGeek CultureInvestigating Underfitting and OverfittingIn Machine Learning, If the model is able to fit on training data doesn’t mean that it will perform well on testing data. This disparity…Apr 17, 2021Apr 17, 2021
Bias-Variance Trade-offWhile developing machine learning models, machine learning practitioners usually encounter the problem of selecting the best model.Apr 16, 2021Apr 16, 2021
Published inGeek CultureOrdinary Least Squares RegressionOrdinary Least Squares regression (OLS) is more commonly named linear regression algorithm is a type of linear least-squares method for…Apr 12, 20211Apr 12, 20211
Published inGeek CultureDecomposition of VariabilityThere are some metrics you need to understand to determine whether regression models are accurate or misleading.Apr 6, 2021Apr 6, 2021
Published inGeek CulturePerformance Measures for RegressionRegression algorithms have been proven effective for making predictions in many sectors. One of the key phases in machine learning…Apr 5, 2021Apr 5, 2021
Published inGeek CultureLinear Regression in a NutshellRegression analysis is one of the most widely used predictive methods. Linear regression is probably the most important method of machine…Apr 1, 2021Apr 1, 2021
