Give Your Hands to Serve

What is Weka Named after a flightless New Zealand bird, Weka is a set of machine learning algorithms that can be applied to a data set directly, or called from your own Java code. Weka contains tools for data pre-processing, classification, regression, clustering, association rules, and visualization. Classification In machine learning and statistics, classification is the problem of identifying to which of a set of categories (sub-populations) a new observation belongs, on the basis of a training set of data containing observations (or instances) whose category membership is known. An example would be assigning a given email into "spam" or "non-spam" classes or assigning a diagnosis to a given patient as described by observed characteristics of the patient (gender, blood pressure, presence or absence of certain symptoms, etc.). Classification is an example of pattern recognition [wikipedia]. Steps to perform classification using Weka  In this examp...

Abstract Cloud computing is a type of environment where resources and information are provided as a service on demand over the internet. No matter what location you are on, you can access resources placed on cloud at any time this platform has also provided benefit in the form of cloud storage services. Cloud storage services provide users with ease of access and reduce maintenance and software costs, they are scalable and easy to use without being expensive. The security of the data placed over the cloud is a big concern because ease of placing data online comes with a great threat of security and vulnerability of being hacked. Cloud data security is a big concern of the larger organizations to enter in the cloud environments. In this research we have targeted one of the most vital phenomena of cloud data storage, we have surveyed different cloud data storage techniques, frameworks and their pros and cons. We have also discussed the challenges that are required to implement secur...

Punjabi is considered as the language of illiterate people in Pakistani Punjab. Educated people here are doing their best to make this language diminish. They don't speak Punjabi with their children, they consider that the Punjabi lacks in manners. There is not a single newspaper that is being published in Punjabi nor do we have a better music or film industry that can protect this language. As opposed to their neighbors, east Punjabis' have a strong relationship with their language. They have their school education in Punjabi. Many newspapers are published in this language and off-course they have strong music and film industries that play their part in the progress of this language. Here, the problem is the scripting style of both sides of Punjab is different. In east Punjab, it is Gurumukhi while Arabic in the west. So, whatever people in the east are doing is merely fruitful for themselves. Pakistan government is playing a great role in protecting Punjabi language an...

Display Unit Selection Window in AutoCAD In new versions of AutoCAD, Autodesk has decided not to show unit selection menu. As I am using AutoCAD 2010 but the unit selection dialogue is not shown by default. Startup dialogue is a useful setting so that the user knows in which measuring unit he is working. User don’t need to select units explicitly To show unit selection dialogue box Write STARTUP and press enter Now type 1 and enter Exit AutoCAD and start again. Unit selection dialogue box will be shown

A morning in the green fields of Pujnaj, Pakistan. It was made by me in a random walk early morning in the harvesting season of wheat crop 2016, which is in April, May every year in Pakistan. You can hear the sounds of birds chanting and air blooming in this video. The cloud covered sky will give you a very calm feeling.

A web crawler (also known as a web spider or web robot) is a program or automated script which browses the World Wide Web in a methodical, automated manner..  Web crawling is a very advance field for researchers in the field of data mining. Almost all modern languages provide easy to use methods for implementing web crawling. Search Engine actually is an information retrieval system that helps users to find information stored on computer system or systems. Fig: 01 Web crawling picture courtesy:www.sayonetech.com  The search results commonly known as “hits” are presented in the form of a list to the users. The current search engines like Google, Yahoo and MSN hits millions of records against a single query. Among these millions of records it’s very difficult and time consuming for the users to find the relevant information. These search engines search information based on key words mentioned in the query. Date sensitive search engines have the capability to give pr...

DIGITAL MARKETING TRENDS IN 2017 This article has been published by  Khaleej Magzine  Companies sell their business by using marketing and research. Information technology has direct influence on marketing and marketing strategies also evolve with the new developments in information technology. Digital marketing is the modern form of product marketing and due to the rapid development of technology, digital marketing is targeted by all modern businesses. Latest advances in mobile platforms has also effected digital marketing with mobile centered market content growing day by day.  During the past some year’s digital marketing gained a lot of popularity. Marketing think tanks believe that rapid growth in the internet and web technology will continue in the next year and new companies will be starting business in the online world. Selecting appropriate audience to market your product is of great importance, this way marketing content reaches a specific audience a...