Abdul QureshiNLP — Tokenizers An IntroductionThere are various kinds of tokenizers that we can use with the NLP, as transformer models can only be used with numbers, so we need to…Mar 6Mar 6
Abdul QureshiNLP — Transformers an Introduction (Pipeline() function and its sub steps)The pipeline function() does three functions in its call.Mar 5Mar 5
Abdul QureshiNLP — The Transformer Architecture — Encoders, Decoders, and Encoders-Decoders ( Sequence to…Many NLP tasks are needed and some of them are as follows:-Feb 141Feb 141
Abdul QureshiKNN Classification Machine Learning Using Loan DataThis analysis will use the loan data to predict the accuracy of the KNN model and we will use various limits of the KNN neighbors from 1–10…Oct 16, 2021Oct 16, 2021
Abdul QureshiMachine Learning Explainability using Decision Trees, Random Forests Using PythonIn this case study I will use the Haberman’s survival data and do a prediction using decision tree classifier, and then will do the same…Jul 14, 2020Jul 14, 2020
Abdul QureshiMachine Learning Explainability of Credit Card Defaults Data using Random Forests, Decision Trees…We know that most of the advanced machine learning algorithms like Random forests and boosting have low machine learning explainability…Jul 3, 2020Jul 3, 2020
Abdul QureshiUsing CART Decision Trees to Analyze why people vote with RThis study will replicate the original study that was done in 2008 by (Alan Gerber and Donald Green of Yale University, and Christopher…Apr 19, 2020Apr 19, 2020
Abdul QureshiUsing Logistic Regression and CART Decision Trees to Predict Earnings from US Census Data with RIn this study we will use Logistic regression and CART decision trees to see how both models fare with the prediction of the earnings…Apr 12, 2020Apr 12, 2020
Abdul QureshiUsing CART Decision Trees to Predict Life Expectancy Using US State Data with RIn this study we will use state data to predict life expectancy based on the state data and the various variables that we will use are as…Apr 11, 2020Apr 11, 2020
Abdul QureshiUsing Logistic Regression to Forecast Supreme Court Decisions with RThis study will try to forecast the supreme court justices votes where they reversed a decision based on various factors and based on the…Apr 10, 2020Apr 10, 2020