Pradeep DhoteRNNThe idea behind RNNs is to make use of sequential information.4 min read·Jan 15, 2021----
Pradeep DhoteRandom Forest AlgorithmDecision trees are one of such models which have low bias but high variance. We have studied that decision trees tend to overfit the data…2 min read·Jan 7, 2021----
Pradeep DhoteAttention mechanism in Deep LearningIn Deep Learning Attention is one component of a network’s architecture, and is in charge of managing and quantifying the interdependence.10 min read·Aug 21, 2020----
Pradeep DhoteSeq2Seq-Encoder-Decoder-LSTM-ModelRecurrent Neural Networks (or more precisely LSTM/GRU) have been found to be very effective in solving complex sequence related problems…8 min read·Aug 20, 2020----
Pradeep DhoteK-NN(K-Nearest Neighbors)K-Nearest Neighbors (K-NN) algorithm is a supervised machine learning algorithm that can be used to solve both classification and…2 min read·Aug 5, 2020----
Pradeep DhoteAdaBoost ,Gradient Boosting algorithm,XGBoost Ensemble ModelAdaBoost is a boosting ensemble model and works especially well with the decision tree. Boosting model’s learn from the previous mistakes…7 min read·Aug 5, 2020--2--2
Pradeep DhoteEnsemble Techniques ,Ensemble Learning in Machine Learning ExplanationEnsemble learning is most popular Techniques or approach in machine learning.6 min read·Jul 30, 2020----
Pradeep DhoteDecision Tree : Classification and Regression Algorithm(CART ,ID3)CART :- Classification and Regression Tree7 min read·Jul 26, 2020----
Pradeep DhoteDecision Tree Explained :Classification and Regression AlgorithmDecision tree algorithm is one of the most versatile algorithms in machine learning which can perform both classification and regression…7 min read·Jul 26, 2020----