WHAT IS AN OUTLIER? Outlier is an observation that is numerically distant from the rest of the data or in a simple word it is the value which is out of the range.let’s take an example to check what happens to a data set with and data set without outliers. Data without outlier Data with […]
In this post we will demonstrate how to use SciKit Learn to calculate Precision and Recall of different machine learning in Python Precision refers to the ratio of correct answers. So in Binary example, we would determine precision by dividing true positive by true positive +false positive. and recall refers to the ratio of true […]
In this post we will be discussing the fundamentals of building machine learning models to solve problems In Machine Learning terminology models refer to the structure that maps from an input to an output. So how is a model defined? What needs to be predicted? So Classification ,Regression, Patterns and groupings need to be determined […]
In Machine Learning we generally talk about three types of learning Supervised Learning Unsupervised Learning Reinforcement Learning In this post We’ll be discussing Supervised learning. Supervised Learning Supervised learning is learning a model based on a set of labeled example. The technical description of a labeled example maybe expressed as a vector containing parameters paired […]
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Hi, I’m Lillie. Previously a magazine editor, I became a full-time mother and freelance writer in 2017. I spend most of my time with my kids and husband over at The Brown Bear Family but this blog is for my love of food and sharing my favorites with you!
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Select Statement is used for selecting data from a database. Data Returned in this query is stored in a table. Select Syntax Here column1,column2,…… are the column names you want to select from the table. You can select all columns at once using * instead of column names one by one. Sample Database Below is […]
phonenumbers Python Library This is a Python port of Google’s lib phonenumber library It supports Python 2.5-2.7 and Python 3.x (in the same codebase, with no 2to3 conversion needed). Installation in pip Installation in conda to install phonenumber library in anaconda try running any of these commands in anaconda prompt Example of usage of this library Main object of […]
How to set up a virtual environments using conda for the Anaconda Python distribution A virtual environment is a tool that helps to keep dependencies required by different projects separate by creating isolated python virtual environments for them. This is one of the most important tools that most of the Python developers use. Steps Check conda is […]
This is a feature block that you can use to highlight features.
This is a feature block that you can use to highlight features.
Introduction The Data Warehouse Architecture can be defined as a structural representation of the concrete functional arrangement based on which a Data Warehouse is constructed that should include all its major pragmatic components, which is typically enclosed with four refined layers, such as the Source layer where all the data from different sources are situated, […]
Business intelligence (BI) is an application used for giving meaning to raw data that an organization has. The raw data is cleansed, stored and applied with business logics to be useful for enterprise users to make better business decisions. This data can be presented in the form of reports and can be displayed in the […]
What is Process Chain? A process chain is a sequence of processes that wait in the background for an event. Some of these processes trigger a separate event that can start other processes in turn. It provides various connectors that allow alternative and parallel execution of process. For example, a retail store receives a customer […]