Machine learning has ties to statistics. It allows you to detect patterns in the sometimes chaotic mathematical models that exist. Online machine learning courses teach you how to make use of machine learning algorithms in a programming language. The disruptions...
Jupyter is one of the powerful tools for development. However, it doesn’t support Spark development implicitly. A lot of times Python developers are forced to use Scala for developing codes in Spark. This article aims to simplify that and enable the users to use the...
Apache Kafka is an open-source distributed stream-processing queuing platform, written in Scala and Java. Apache Kafka is used to publishing and subscribe messages in sequential order in the queue. Since Kafka is a fast, scalable, durable, and fault-tolerant...
Clustering is grouping similar observations or data points of similar measures. Clustering helps our daily businesses in many ways. Let’s see an example, there are a group of people who want to buy a car which is under 6000$ and is small in size belongs to one...
Can you guess a simple way you can get data from a web page? It’s through a technique called web scraping. In case you are not familiar with web scraping, here is an explanation: “Web scraping is a computer software technique of extracting information from websites”...
The tutorial is really short; just like wiki how tutorials are. Follow these steps to install I python notebook and other scientific Python packages on your computer. Installing Ipython Notebook 1) Download and install canopy on your computer. 2) To check whether...
Looking for free video tutorials on Data Mining...? Here is a list of TOP 10 SOURCES that provide free Data Mining video tutorials on the Web. They explain how to perform data mining tasks (classification, clustering, association rule and sequential pattern discovery)...
Here is another interesting use case that came up when I was working with one of our clients in the insurance industry. The client had enormous amount of claim data residing in multiple databases in SQL Server which were to be consolidated into one. Some of the...