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r for data science

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In R Language
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On October 14, 2020
increasingly popular statistical programming language r for data science. r is popular for statistical computing and statistical analysis. Table Of Contentswhat is r ?Basics Of R ProgrammingHow to install R Studio ?How to install R Packages ?R BasicsVariable Programming BasicsWhile Loopif…else statementFor LoopFunctionsVectorsBasic Data WranglingBasic Plotsbar...

Deep Learning In Python

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On May 13, 2020

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.

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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 of select final model of machine learning problem for training dataset. k-fold Cross Validation Cross validation...

Table Of ContentsWhat is Dimensionality Reduction?PCA (Principal Component Analysis)Kernel PCALDA (Linear discriminant analysis)LDA Extensions:Final OutCome What is Dimensionality Reduction? Dimensionality Reduction Is Process Of Reducing correlated and independent variable in.

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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 between variables or in database. Association rule mining algorithms Find Relationship using rule-based discover the association...
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