Table Of ContentsWhat Is Deep Learning?Advantage Of Deep LearningArtificial Neural NetworksWhat is Artificial Neural Networks ?How Artificial Neural Networks work?Convolutional Neural NetworksWhat is Convolutional Neural Networks?How Convolutional Neural Networks Work?Final.
Table Of ContentsWhat Is Model Selection ?k-fold Cross ValidationWhat is Parameter Tuning ?Grid SearchWhat Is Boosting?XGBoost (eXtreme Gradient Boosting)Final OutCome What Is Model Selection ? Model selection is the process.
Table Of ContentsWhat is Natural Language Processing ?NLP In Daily LifeNLTK LibraryBag of words modelNLP AlgorithmConclusion What is Natural Language Processing ? Natural Language Processing Is deal between computers and.
Table Of ContentsWhat is Association Rule Learning?Apriori AlgorithmEclat Algorithmconclusion What is Association Rule Learning? Association Rules Learning (Association Rules Mining) is machine learning or data mining technique to discover identify pattern.
Table Of ContentsWhat Is Classification ?Logistic RegressionTypes Of Logistic Regression:K-NNSVMKernel SVMNaive BayesDecision Tree ClassificationRandom Forest ClassificationConclusion What Is Classification ? Classification Is Processes for find pattern from structured or unstructured observed data.
Table Of ContentsWhat Is Regression?Simple Linear RegressionLinear Regression Assumptions :Multiple Linear RegressionPolynomial RegressionSupport Vector Regression (SVR)Decision Tree RegressionRandom Forest RegressionConclusion What Is Regression? Regression is statistical processes for find relationship between.