python

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 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 dataset. this process use in machine learning problems, Get better predictor variable In regression and...
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Clustering in Python

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In python
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On May 2, 2020
Table Of ContentsWhat is Clustering?interpret clusterK-Means ClusteringHierarchical ClusteringDendrogramLinkageConclusion What is Clustering? Clustering is an unsupervised Machine Learning technique used in statistical data analysis, image processing, pattern recognition. Cluster algorithm classify each data (variables) in particular group. In similar variables, properties, features, data point in single...

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.

Regression In Python

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On April 29, 2020

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.

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Data Preprocessing

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In python
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On April 26, 2020
Table Of ContentsWhat is Data Preprocessing?Data Preprocessing Step By StepImport the libraries in pythonImport the data setData CleaningFind Missing DataVisualizing Null ValuesDrop Null ValueUsing dropna()Using Column nameFilling null values using meanfill null values with the previous and next onesfill na value using replace()Data TransformationNormalizationStandardizationData DiscretizationData ReductionFeature...
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