Posts

Machine Learning

 What is machine learning?  Machine Learning is an application of artificial intelligence where a computer/machine learns from the  input data and makes future predictions. The performance of such a system should be at least human level. In order to perform the task system learns the data-set provided. Machine learning generally categories into three category 1. Supervised machine learning. 2. Unsupervised machine learning. 3. Reinforcement learning.   Now we will learn about the each type of machine learning one by one. 1. Supervised Machine Learning: Supervised machine learning is the type of machine learning in which machines are trained using well labelled data set and on the basis of that data machine predict the output. Data set here is categorized one. In real scenario supervised machine learning can be used for risk assessment, fraud detection, image clarification, spam detecting etc.   KNN is the example of supervised classification algorithm. 2....

Data Visualization With Python

Image
  In today’s world, a lot of data is being generated on a daily basis which becomes very difficult to handle and make out a better observation. It becomes more difficult when the data is in its raw format. To get the better view and understanding of the particular data we use data visualization as a tool to tackle the problem.  Data visualization provide us a good overview and pictorial representation, understanding of the large scale of data. In this article we will discuss how to visualize the data. Python comes with different libraries to visualize the data. Each library have different  features to work with and  can support various types of graphs. In this blog we will discuss about the different libraries used to represent the data set. These libraries are:  Matplotlib Seaborn Plotly We will discuss the library one by one. Before plotting the data we should prepare our data set to get accurate plotting. Create the environment for the data plotting...