Poonam GuptaRegularization in MLSometimes what happens is that our Machine learning model performs well on the training data but does not perform well on the unseen or…Aug 6, 2021Aug 6, 2021
Poonam GuptaBasic Terms Machine learningFeature Importance/ Model InterpretabilityAug 6, 2021Aug 6, 2021
Poonam GuptaHyperparameter Search: Grid Search and Random SearchIn machine learning, a hyperparameter is a parameter whose value is used to control the learning process. Hyperparameters are…Aug 6, 2021Aug 6, 2021
Poonam GuptaText PreprocessingIt includes removal of stop words, stemming, tokenization and lemmatization.Aug 5, 2021Aug 5, 2021
Poonam GuptaDifferent Types of Distance Metrics used in Machine LearningMany Supervised and Unsupervised machine learning models such as K-NN and K-Means depend upon the distance between two data points to…Aug 5, 2021Aug 5, 2021
Poonam GuptaBag-of-WordsThe bag-of-words model is a way of representing text data when modeling text with machine learning algorithms.Aug 5, 2021Aug 5, 2021