Importance Of Data Mining In Today’s Business World

What is Data Mining? Well, it can be defined as the process of getting hidden information from the piles of databases for analysis purposes. Data Mining is also known as Knowledge Discovery in Databases (KDD). It is nothing but extraction of data from large databases for some specialized work.

Data Mining is largely used in several applications such as understanding consumer research marketing, product analysis, demand and supply analysis, e-commerce, investment trend in stocks & real estates, telecommunications and so on. Data Mining is based on mathematical algorithm and analytical skills to drive the desired results from the huge database collection.

Data Mining has great importance in today’s highly competitive business environment. A new concept of Business Intelligence data mining has evolved now, which is widely used by leading corporate houses to stay ahead of their competitors. Business Intelligence (BI) can help in providing latest information and used for competition analysis, market research, economical trends, consume behavior, industry research, geographical information analysis and so on. Business Intelligence Data Mining helps in decision-making.

Data Mining applications are widely used in direct marketing, health industry, e-commerce, customer relationship management (CRM), FMCG industry, telecommunication industry and financial sector. Data mining is available in various forms like text mining, web mining, audio & video data mining, pictorial data mining, relational databases, and social networks data mining.

Data mining, however, is a crucial process and requires lots of time and patience in collecting desired data due to complexity and of the databases. This could also be possible that you need to look for help from outsourcing companies. These outsourcing companies are specialized in extracting or mining the data, filtering it and then keeping them in order for analysis. Data Mining has been used in different context but is being commonly used for business and organizational needs for analytical purposes

Usually data mining requires lots of manual job such as collecting information, assessing data, using internet to look for more details etc. The second option is to make software that will scan the internet to find relevant details and information. Software option could be the best for data mining as this will save tremendous amount of time and labor. Some of the popular data mining software programs available are Connexor Machines, Free Text Software Technologies, Megaputer Text Analyst, SAS Text Miner, LexiQuest, WordStat, Lextek Profiling Engine.

However, this could be possible that you won’t get appropriate software which will be suitable for your work or finding the suitable programmer would also be difficult or they may charge hefty amount for their services. Even if you are using the best software, you will still need human help in completion of projects. In that case, outsourcing data mining job will be advisable.

Posted in General | Tagged , , , , , , , , , , | Comments Off on Importance Of Data Mining In Today’s Business World

The Fundamentals of IOS and Android Application Testing

Today the reach of customers have broadened from PC’s to mobiles and in lieu of this it makes mobile application testing very essential. iOS and Android apps have paved way for the mobile genre. They have tremendous applications that attract a customer but at the same time while users enjoy the apps, how easy is it to test the iOS and Android apps?

It becomes very challenging for the testers to test iOS and Android apps as the users lay down unique expectations and they have to test in accordance. Challenges in mobile app testing could range from Device Variation to Tools availability to Network Bypass etc. Many third-party applications compatible with advanced mobile phone versions are also unveiled. All these underlined by concern for performance and user acceptance demand foolproof and comprehensive mobile application testing. A thorough understanding of applications put for testing is a perquisite. Check whether it is developed in-house or by third party.

iOS app testing

iOS are operating systems used majorly in mobile technology, such as smart-phones and tablets. They have smooth designs and seem to be very user friendly. iOS app market is a hit in the technology market and is often in the news for good. All the iOS app testers are aware that testing an iOS app is different than testing any other app because it is a closed operating system. iOS testing also intervenes with development which makes it all the more challenging to perform testing. But certainly there are measures that can make iOS testing easier:

  • Consider Fragmentation
  • Be strict for Privacy
  • Opt for Beta-testing

Tools that are best for iOS app testing can be listed as below:

  • Frank
  • iOS UI Automation
  • iOS Driver
  • KIF or Keep It Functional
  • Appium
  • Calabash
  • Monkey Talk

Android app testing

Android application testing is too complicated due to the diversity in devices which is a major challenge of mobile app testing. Here, unlike iOS, the differences in variety of screen sizes, capabilities and limitations are precise because each device is unique to the other. The testers are familiar with the fact that compatibility is a huge constraint because mobile apps can be set up across several devices. One of the easiest ways to make Android app testing light on the brain is to avoid complex structures and segment them into smaller steps.

Try the below tools to enhance your Android app testing

  • Robotium
  • Monkey Talk
  • Selendroid
  • Appium
  • Calabash
  • The UI Automator
Posted in General | Tagged , , , , , , , , , , | Comments Off on The Fundamentals of IOS and Android Application Testing

How To Choose A Home Loan

Finding the best loan means that you will have to look and see which one best fits your particular situation. Since people have different ideas about buying a home, you will need to look around and find one based on your needs. Here are some different home loan types to help give you an idea of ​​what is available.

Probably before you do anything else, it would be a real good idea to sit down and figure out just what you want to do about your house. Do you intend to stay there the rest of your life, just a few years, or perhaps as many as 15? After that, then what are your goals relating a house? If you are planning on selling and buying another one, will you want a larger one or a smaller house? Also, try to get an idea where you reasonably will be financially at that time. Each of these aspects will help you to plan more accurately and help you determine what kind of mortgage you need.

All home loans will fall into one of two categories. It is either a fixed rate mortgage or an adjustable rate mortgage. Fixed rate mortgages (FRM) means that your payments and interest stay the same without any changes. The adjustable rate mortgage (ARM), on the other hand, will have a fixed rate for part of its term, and then will go to an interest rate that changes either monthly or annually. This also means that your payment changes, too, with the current national rates.

Short Term Plans

If you have short plans for buying and selling your new home, then there are some home loans that will be better for you than others. A balloon mortgage gives you the advantage of low payments because, while it is based on 30 years, it will become due after 5, 7, or 15 years. Being that an ARM changes with the market, it will be lower than an FRM, and should be rather stable for the short term. The balloon payment will be due at the end of the year you choose, but you can sell it before that time comes. If you change your mind about selling it though, then you will have to refinance it at whatever the current interest rate is at the time.

Long Term Plans

Buying a house for the long term means that you want the best program for that, as well. Many people got ARM's so that they could buy a larger house, but then they take the risk that the rates will not rise too high after the adjustable rate portion kicks into operation – or else they plan on refinancing. You should determine whether or not to use an ARM if the current interest rates appear to be somewhat stable. Of course, there are no guarantees, but an FRM will definitely provide a hedge against it.

In the long haul, though, you can always refinance – no matter what you have. Costs will need to be considered before you do, and it will be easier to sell if you allow equity to be built up in the house (avoid creating negative equity). Home loans need to be researched carefully to find the best deal. Also watch out for early payout penalties, which actually penalize you for being thrifty enough to pay it off early.

Posted in General | Tagged , , , , , , , , , , | Comments Off on How To Choose A Home Loan