December 28, 2016 Applications of Exploratory Data Analysis

Applications of Exploratory Data Analysis

Let’s begin learning about “What are the Applications of Exploratory Data Analysis in Machine Learning or Predictive Modelling” Exploratory Data Analysis (EDA) helps in finding hidden information by displaying data in generally two or three dimentions. It is an approach to analyze data sets to summarize their main characteristics, often with visual methods. There are […]

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December 28, 2016 What is Machine Learning ???

What is Machine Learning ???

For Best Course on Data Science Developed by Data Scientist ,please follow the below link to avail discount https://www.udemy.com/machine-learning-using-r/?couponCode=DISFOR123 Machine learning and Artificial Intelligence is future of our world. Machine learning enables us to crunch big data (Talking of Petabytes of data ???.. Yes). Machine learning is the subfield of computer science that “gives computers […]

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December 28, 2016 What is Statistical Analysis?

What is Statistical Analysis?

Statistical Analysis is a kind of data analytics which involves collecting, exploring and presenting large amounts of data to discover underlying patterns and trends. Statistics is used in almost every field to get the estimates of desired parameters. Some Fields which do Statistical Analysis : 1. Machine Learning 2. Operations research [Finding optimal solutions to […]

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December 28, 2016 What are Classification Algorithms?

What are Classification Algorithms?

Wants to know about Classification Models for Machine Learning and Data Analytics? Classification is the problem of identifying the category out of many catergoies given to which a new observation belongs on the basis of a data containing observations. It is a supervised machine learning where a training set of correctly identified observations is available. […]

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December 28, 2016 Some Important Data Visualizations Techniques

Some Important Data Visualizations Techniques

List of Important data visualization Techniques used by Data Analyst,Data Scientist,Business Analyst,Statistical Analyst and so on Data visualization involves visual representation of data to communicate information hidden in the data by encoding it as visual objects (e.g., points, lines or bars). It is important step in data analytics or data science. Some Important Data Visualization […]

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December 28, 2016 Random Forest for Machine Learning in R

Random Forest for Machine Learning in R

Random forests are supervised machine learning method for classification and regression. Random forest is way of averaging multiple decision trees which are trained on different parts of the same training set. In Decision tree we make splits on predictor variables to predict the target. In Random Forest,we build many decision trees and then take the […]

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