I am a Data Scientist with broad, practical experience. I worked on labelling complex unstructured dataset to deployment of a web application. I am looking to build insightful tools and derive actionable intelligence from data.
This is my data science portfolio where I present some different areas of data science, development tools, analysis results from my reseach, and new upcoming cool technologies in Data Science.
Classification is made by analyzing the patterns and attribute values between two arrays. Therefore, this is very important to understand and learn the pattern to determine the training model. There are various machine learning algorithms.The selection of suitable algorithm is determined with the help of the format of data, length, the complexity dataset and number of features. The process of classification was to “fit” the classifier to the training set that enables it to learn about different factors that affecting the decision of field per information. After that, the “score” is used to test data to determine the accuracy of the classifier. In the shuffle validator applies the same random split, for example 20:80 but it generates 20 unique permutations of this split.
Testing the model on the same data and learning the parameters of prediction functions is a mistake. There is a chance that a model would just repeat the labels of the samples and fail to predict useful on unseen data. This phenomenon is known as overfitting. To overcome with overfitting problem, in supervised machine learning the dataset is reserved as the part of the available data for the testing set.
Use this area of the page to describe your project. The icon above is part of a free icon set by Flat Icons. On their website, you can download their free set with 16 icons, or you can purchase the entire set with 146 icons for only $12!
Use this area of the page to describe your project. The icon above is part of a free icon set by Flat Icons. On their website, you can download their free set with 16 icons, or you can purchase the entire set with 146 icons for only $12!
Use this area of the page to describe your project. The icon above is part of a free icon set by Flat Icons. On their website, you can download their free set with 16 icons, or you can purchase the entire set with 146 icons for only $12!
Use this area of the page to describe your project. The icon above is part of a free icon set by Flat Icons. On their website, you can download their free set with 16 icons, or you can purchase the entire set with 146 icons for only $12!
Use this area of the page to describe your project. The icon above is part of a free icon set by Flat Icons. On their website, you can download their free set with 16 icons, or you can purchase the entire set with 146 icons for only $12!