Supervised Learning - Classification Week 8 Challenge

project2

automobile 1985 dataset

1.The notion of similarity or distance for categoricaldata is not as straightforward as for continuous data.The key characteristic of categorical data is that thedierent values that a categorical attribute takes arenot inherently ordered. Thus, it is not possible todirectly compare two dierent categorical values. Thesimplest…

1. Neural networks, also known as artificial neural networks (ANNs) or simulated neural networks (SNNs), are a subset of machine learning and are at the heart of deep learning algorithms. Their name and structure are inspired by the human brain, mimicking the way that biological neurons signal to one…

2. NN: K-Nearest Neighbors is a supervised machine learning algorithm that classifies a data point based on how its neighbors are classified. It classifies new cases based on feature similarity measures. KNN algorithm k in the KNN algorithm is a parameter that refers to the number of nearest neighbors to include in the…

1.Pros: It is really effective in the higher dimension. Effective when the number of features are more than training examples. Best algorithm when classes are separable The hyperplane is affected by only the support vectors thus outliers have less impact. SVM is suited for extreme case binary classification. cons: For…

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First i will create the Summary page In that Summary page i will create some of the charts and maps and KPIsCharts are Clustered bar chart and Pie chart and Line&Clustered column chart and Clustered column chart and Scatter chartIn that charts i will give the some of the data In the Clustered bar chart i will take…

Detailed Documentation: First of all i did find the Top 10 Countries Vaccinated it will shown in the Cluster column chartNext i did find the Bottom 10 Countries Vaccinated it will shown in the Cluster column chartAnd then i find the First Vaccinate using the Parameter it will shown in the filter and tableAnd next then…

project-2 link :  https://drive.google.com/drive/folders/1Vs04zKK6cAJ7YVe4KPeJd9aw_g2VG3fY and file attached.

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