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.

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Agriculture Investment Funds – The Best Alternative

In times of a rapidly expanding population, low interest rates, inflation and murky equity markets, investors are searching for assets that will grow in value, produce a regular income, and retain value in the event of a crash. Essentially we need a safe haven for our cash and that is leading many investors towards the agricultural sector as 75 million new mouths to feed every year and a changing diet in developing economies supports the theory that agribusiness will do well in the mid to long term.

There are a number of options open for investors choosing this sector, from agricultural investment funds, ETFs, direct investment into agribusiness companies, or trading soft-commodities such as wheat. My problem here lies in the fact that these investment strategies do not tick all of our boxes. Funds incur management fees, and over the lifetime of a mutual fund, investors lose 80% of their gain to management fees, commodities can be volatile in the short term, and investing into agribusiness companies does provide any level of non-correlation.

So what is the alternative? More and more canny investors, both private and institutional, are snapping up what little good quality agricultural land is left in the hope that as time passes, and the population continues to grow, the land we have will become more valuable in the face of a higher demand for food. We also know that well tilled land will produce an income every year from the growth and sale of crops, replacing the lost risk-free income we no longer achieve from holding cash. Of course, if someone somewhere finds an alternative to food then the value of farmland will fall, but I think we can all agree that we will all have to eat at some point and therefore arable land retains value even in the worst of circumstances.

So how does the small investor source a piece of agricultural land large enough to farm commercially? And how do we reduce general agricultural risk such as exposure to poor weather, commodity prices and quality farm management? There are opportunities for the smaller investor to take part in large farmland investment transactions, either pooling capital with other investors in order to purchase better and larger land parcels, and other very interesting structured vehicles allowing the small investor to purchase a small piece of a much larger, commercially managed farm, with the farmer shouldering the general agricultural risk and paying the land owning investor a fixed annual income. This methodology, provides the farmer with much needed liquid capital to expand operations and invest in the his business, whilst providing the investor with risk-managed exposure to high-yielding farmland, consistent income, principle protection and capital growth.

Where should one consider purchasing farmland? The EU, Latin America and Australia are all investable locations, and have consistently achieved returns of between 10% and 20% over income and growth depending on the location of the farm and the structure of the investment.

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What’s the Hype With Coin Collecting? It’s Fun

If you are ever wondering what the hype is about with coin collecting then this is the article for you. Coin collecting is a great hobby. It also turns into a business for some. Any variation from a coin that is in regular circulation is collectable. Some of the coins include Quarters and Dimes before 1965. They are made of 90% silver. An easy and very fast way to check for these coins in your wallet or from a bank coin roll is to just look at the side of the coins. If the side is all silver with no copper showing, then it is a silver coin. Be careful with nickels however, because only the 1942 to 1945 nickels are silver. They are 35% silver and checking the sides will not work because they do not have enough copper in them to begin with.

1944 Steal Penny

One of the best finds you could get would be a 1944 steal penny. These penny's are worth between $ 100,000 and $ 200,000. The same is true for the copper 1945 penny. The reason for this is because copper was used for the war to make bullets. They used steal for pennies during 1945 so they are supposedly to be steel. If they are copper when you find a 1945 penny then you have a very rare wheat penny worth a lot of money.

You can use the silver side trick for half dollars as well. Older half dollars are ninety percent silver and semi old Kennedy Half dollars are 30% silver.

You can also go on eBay or coin websites like heritage auctions.com. You can get US coins, International Coins, ancient coins, and more. When you bid on a coin in an auction site. Be sure to make sure that the coin is in at least fine condition. You do not want a coin that is in bad condition because it makes the coin worth less.

Coin Roll Hunting

If you really want something cool to get added to, try going to your local bank. Go to the bank where your checking account is. Ask for rolls of coins! I usually ask for a box of pennies, which is $ 25 worth of pennies or 50 rolls. I also ask for a few dime and nickel rolls. What you'll find will always be a ton of fun. I collect wheat pennies which I find in every other roll usually, Indian Head pennies which in great condition are worth at least $ 10 especially if the word "Liberty" on the headdress band is clear. The 1906 S Indian Head Penny is worth $ 600! It is rare. I've found buffalo nickels which when the dates are legitimate are worth $ 2.00 at least. I found Mercury dimes which show a winged liberty bust of lady liberty and are silver. Also, silver war nickels. Taking out a quarter roll is fun too. You'll find a few silver ones now and then. A 1932 Silver quarter is worth good money. Happy coin hunting!

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Fancy A Dream Home Get A Home Improvement Loan

Guess where most people spend their time well it's their home. No wonder that people would like it to be perfect. So would most of the people as well. A perfect home depends on how an individual wants it to be. Perfection varies from individual to the other.

Most people love their home that's why it should be perfect in fact it should be reflection of perfection. If you love your home as well than it should be as you want it to be not as it is. If that is the case with you and you want your home to be your paradise but you can not afford it then a home improvement loan can help you in your quest.

A home improvement loan is basically a loan offered to people who want to make major or minor changes to their home. The changes can be major or minor. Examples of the changes are

o Adding or renovations of new rooms

o Central heating

o Landscaping

o Adding of luxuries like fireplaces or swimming pool

o Plumbing roofing or safety repairs

It could be a minor change or a major change which can completely turn around your home. A home improvement loan offers you an opportunity to make that improvement to turn your home into a dream home.

There are various ways by which an individual can go for a home improvement loan.

Secured home improvement loan in this loan the borrower provides a security to the borrower. The security could be any thing either a car or any other asset of the borrower.

Home equity is another type of secured home improvement loan where the security provided by the borrower can only be his home for which the loan has been taken.

Home improvement is basically an equity loan where the security is essential for the borrowing of the loan. However if the loan amount is under £ 10000 then an unsecured home improvement loan can be borrowed. An unsecured home improvement loan does not require the borrower to provide any kind of collateral to lender. These loans therefore carry a little higher rate of interest (about 1% – 2%) then the secured loans. This is the result of lender covering up for his risk factor. The usual interest rate is around 11.4% (variable)

Everyone in this world has home even people with bad credit history,
People like, CCJ's, defaults, arrears, late payments or people who have previously filled for bankruptcy. A credit score is given to all UK people who have previously taken loans. A score of below 600 is the one which causes the bad credit history. A home improvement loan is now available to these people as well.

Applying for loans is easy all the people who want to get the home improvement loan need to do is go online and fill in their requirements after they have found themselves a lender. If approved they will get the loan very quickly.

There are other benefits of home improvement as well which many people do not know about.

o If you go for home improvement it increases the value of the home which helps the owners when the owner wants to sell the house. It often helps in getting a better deal for the home as a furnished home would fetch a better price then an unfurnished one.

o For most people pride is the most important thing and a dream home would be the thing that provides that pride.

o For people with bad credit history it is an opportunity to improve their credit score if they follow the repayment plan as it should be

A home can be the best place to be once you come from your work if it is properly maintained. A poorly maintained house is no good to anyone so a home improvement is an absolute necessity. A home improvement loan is designed for people who are not financially capable of going for home improvement with several benefits by keeping the borrowers financial capabilities in mind.

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Forex Strategy: Fundamental Vs Technical Currency Analysis

Chances are, if you’re just getting started analyzing currencies, you have a long list of questions: What is currency analysis? What are the different ways to analyze Forex assets? And how will my analysis inform my trading efforts? These are important questions to answer, and it’s probably best to start with a quick definition of currency analysis.

In the simplest terms, currency analysis is the research of economic factors that affect exchange rates, as well as researching historical market data. Essentially, a day trader’s goal is to extrapolate the future movement of a particular currency by analyzing market factors and economic data. This will help a day trader make better guesses as to whether a currency pair will lose or gain value.

Fundamental Currency Analysis

There are many different macroeconomic factors that can affect the value of a currency and its exchange rate. Fundamental analysis looks at these factors to determine the overall well-being of a country’s economy, because economic standing is a strong determinant of currency value. Some factors a fundamental analysis might consider include:

Inflation rates

Trade balances

GDP

Interest rates

And job growth

In effect, the goal is to get a gauge of the overall economic factors that may affect that country’s currency. For example, a country with an increasing inflation rate may experience a decrease in currency value. A Forex trader might then enter a trading position betting on the downward trend of that currency. It’s important to note, though, that it’s difficult to trade on fundamental analysis alone. Most frequently, a trader will also need to conduct technical analysis.

Technical Currency Analysis

With the advances in technology, day traders have access to a wealth of Foreign Exchange market data. Technical analysis is the process of digging into this data to reveal market behaviors and price patterns. This analysis can be carried out over long periods of time – say a year or more – or in short, 4-hour time periods.

Forex trading software can be a useful tool for improving the insights yielded by technical analysis. For example, many Forex trading applications today are designed with advanced algorithms that measure these behaviors and price patterns in real-time, effectively automating the process of picking trades. One advantage of this type of analysis is that day traders have better knowledge of when to enter and exit a particular position.

Fundamental vs. Technical Analysis: Which is Better?

Ask any day trader what they prefer, and they’ll likely say they use a combination of both. When used together, fundamental and technical analysis yield greater insights into the market, as another layer of data is added into the equation.

We can break it down further. For example, let’s say a country just elected a politician who wants to enact a quantitative easing program. This program has the potential to weaken the value of the currency – that’s a valuable piece of fundamental analysis. Combining this data with a technical analysis of that country’s currency – long-term and short-term trends – will help you best determine the positions that will be most beneficial to you.

Interested in learning Forex trading? Enroll today in the Learn Forex course from Learn To Trade; you’ll polish your fundamental and technical analysis skills, learn new strategies for minimizing your trading risk, and develop better knowledge of the Foreign Exchange market.

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The Forgotten Investment, Silver

Most of the talk these days centers on gold and gold investing. Its brethren, silver, appears to take secondary role as an investment metal and is thought of more as in jewelry and flatware than as a money making investment.

However, history shows that silver has been a medium for storage of wealth for thousands of years and revered one civilization to the next. It has been widely used in mintage of coins from the Greeks to the Spanish. In fact, silver coins were in wide circulation until 1965 and silver certificates were also redeemable into the precious metal.

Silver has qualities which also make it a sought after industrial metal. It has the highest electrical conductivity of all metals and its ductile and malleable. It has been used in electronics, mirrors batteries, photography and numerous other ways. It has been this trade that has had the most influence on the price since the late 1960’s.

Silvers evolution has extended to the financial markets. As markets have grown futures and ETF’s have had a larger impact. This change in this markets have allowed speculators to participate in silvers price movements. Lately there have been widely circulated news stories concerning the price manipulation of the price of silver. This only goes to show the importance of the metal and that in a free market the price would be much higher than it actually is.

Silver has been on a bull run since 2003 due to the fact that there has been growing demand by both investor and manufacturing alike. At the same time supplies and new finds are declining and restricted. Demand SLV the ETF for Silver has been increasing thereby outpacing supplies of available shares, forcing the custodian to issue new shares and in turn buy more physical silver.

The current economic uncertainty has also played a role in the demand for silver as more investors have purchased it for wealth protection and capital appreciation. This has increased the demand and its price. This trend will most likely continue as the economy faces increasing and renewed challenges.

Scrap silver has become valuable again which speaks as to the current market situation. As silver regains acceptance as an investment vehicle for wealth protection, as it had previously. Demand will continue to grow and compete with industrial sector for the metal. The outcome seems fairly obvious since the metal supply is in limited supply.

It is obvious that silver along with gold should be a precious metal that is included in one’s portfolio that seeks wealth protection and capital appreciation. Both technical and fundamental factors indicate that it is and opportune time to invest in gold and silver.

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The Best Currency Trading Software is the Best to Trade – Manual & Automatic Trading

What is the best currency trading software that can help you out? Or should you try regular manual trading? It's all up to you, you have plenty of options which is the beauty of Forex, you have plenty of different ways of making cash. That's why you should start now and try to make as much money as possible!

Okay, so when it comes to the Forex market, you want to start with a sense of urgency. There are many different ways of monetizing the Forex market with manual and automatic methods, we are going to go with both methods, explain why they are great, some additional stuff, and why you should in the end consider both options!

Manual Trading
Manual trading is great if you actually know what you are doing. Many traditional expert traders like to trade their own money, they trust their own hands – and feel if they can not trust themselves then they can not trust "software", so they do so and successfully, there are others that fail, and fail miserably ! First of all, many of the manual traders actually use something that is called a Forex indicator, it uses technical analysis, which is complex mathematical formulas that measure different things and statistical in the market to determine the future.

Predicting the future is pretty tough, but it is still very possible with Forex. Manual traders also use something that is known as a fundamental analysis. This is very useful because it takes the state of the currency home's economy into account, by using both manual traders put together a "profitable puzzle".

Automatic Trading
Automatic trading is one of those new things that has everyone going crazy because it uses technical analysis, and even built in psychology to help simulate what an expert trader would do, even better it trades your money for you automatically, so you can sit back and watch the cash pile up.

It's crazy, and it sounds too good to be true, so you would really have to see it in action to actually see how it works and to see how believable it really is.

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VT Nonprofit Lender Mulls Life After End of Student Loan Program

The Vermont Student Assistance Corporation (VSAC) was established in 1965 as a public nonprofit agency designed to oversee the issuing of federal education loans to Vermont students. But with the sweeping reforms to the federal student loan program that were passed in 2009, bundled in with the national health care reform bill, VSAC and agencies like it were stripped of their ability to originate new federal education loans.

As of July 1, 2010, all federal parent and college loans are now provided to borrowers directly by the U.S. Department of Education, and VSAC is now facing a staff reduction of nearly two-thirds as it tries to find ways to survive in the age of the Federal Direct Student Loan Program.

The agency had been a lender in the Federal Family Education Loan Program (FFELP), which was discontinued as part of the federal college loan reforms. As part of its lending functions under the FFEL program, VSAC acted as both a lender and servicer of federal college loans.

Under the new world order, with FFELP disbanded, VSAC can still manage (i.e., “service”) all the college loans it had issued in the past, but the agency is no longer able to issue new loans.

Revenues from the repayment of issued loans were used to fund new student loans as well as ongoing financial aid and student loan education programs, so the agency faces a revenue reduction of about 90 percent as its existing loans are repaid.

VSAC still issues a small number of private student loans, non-federal loans funded by VSAC rather than by the Department of Education, but the agency is looking for a new role with the Direct Loan program.

VSAC recently submitted a proposal to the Education Department to service more than the current statutory maximum of 100,000 federal education loans. Under the proposal, the agency is seeking permission to service the student loans of all Vermont students and all non-resident students enrolled at Vermont colleges and universities. Under the new Direct Loan program rules, only four organizations have been authorized so far by the Education Department to service more than the allotted 100,000 federal student loans.

Even if VSAC’s proposal is approved, however, the revenue from servicing the federal direct loans would bring in only a fraction of the revenue the agency once earned as a lender in the FFEL program.

VSAC is also asking the Vermont state legislature to help underwrite its administrative costs by allowing the agency to divert about 7 percent of its $21 million state appropriation from need-based grants and scholarships for students to the agency itself. VSAC is also asking legislators to allow its private student loan borrowers to deduct up to $500 of the interest on its private student loans from their state taxes.

The agency’s future role is unclear and is likely to remain that way until at least April, while it waits for a determination on the expanded servicing of federal college loans made through the Direct Loan program. The state legislature is likely to render a decision more quickly.

But even with its private student loan portfolio, a favorable decision on student loan servicing from Washington, and additional support from the Vermont legislature, VSAC will still need to reduce its budget by about 10 percent a year for the next three years in order to remain solvent.

The agency, which currently employs about 300 people, has already cut about 60 positions through attrition. If the added student loan servicing work doesn’t materialize and legislators don’t agree to support the agency’s administrative costs and financial aid counseling and outreach work, the agency will likely reduce its staff by an additional 200 positions before the start of the next fiscal year.

college loans

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Co-Signing a Loan

When you co-sign any type of loan, you are taking on the risk the lender
would not; ensuring that the person you co-sign for is going to make the
payments. If they do not, you are going to be responsible for the owed debt.

When determining if you should co-sign a loan for someone, you need to consider
the following:

– Will you be able to pay the loan if the borrower goes into default? If
you can not, not only will your credit be adversely affected, you can be sued by
the lending creditor.

– When you co-sign a loan, your chances for obtaining approval for a loan for
your own personal use Declines because of your current obligation. More
specifically, the debt you co-sign for is considered your debt.

– If you secure the loan you co-sign for with some sort of personal
property, ie your home or car, you run the risk of having these items taken
away from you if the loan goes into default and you can not pay.

– If the borrower does not pay their loan, not only will you become
responsible for the debt, you are also going to be responsible for any of the
late fees and collections associated with the over-due debt.

You should also do the following when co-signing a loan:

– Get in touch with the lender and make sure that you will be contacted in
writing as soon as soon as the borrower is late on a payment. This will give you
time to get in touch with the borrower and fix the situation before the account
goes into collections. If the account does enter into collections, you will be
responsible for paying off the entire debt at one time.

– Get a hold of copies of all the stipulations and terms of the loan.

Some More Advice to Follow If You Are Going to Co-Sign a Loan

Prior to co-signaling, you should contact the creditor to see if your can
negotiate your liability if the loan goes into default. More specifically, you
can have your liability changed so that you only are obliged to pay only the
loan balance and not any other late fees. It is always a good idea to get any
final, negotiated Clauses in writing.

What Are the Benefits of Being a Loan Co-signer?

Co-singing a loan can be a good idea if you are certain that the borrower is
going to repay the money. For example, co-signaling makes sense if you are
the parent of a child with no credit, but a steady income, looking to buy a home
for the first time. You will help your child get the mortgage financing them
are looking for, while helping build their credit rating.

It is very common for someone's credit to be adversely affected as a result of
divorce. This will hurt their ability to get approved for loans and credit even
though they have a steady income. Co-singing a small personal loan in this
instance will help them re-establish their credit.

In conclusion …

As mentioned, there are instances when co-signing a loan is harmless.
However, the majority of the time, it is a very risky move. As a matter of fact,
studies have shown that co-signers end up paying the debt of the borrower 80% of
the time. When co-signing any loan for any purpose, friend of family, PROCEED
WITH CAUTION!

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Role of “Options” in Real Estate Investment

A common question asked by many beginning in the business is; "What really are my options for real estate investment?" Although we do not have the space here to outline all the opportunities here, we can address "options." Options are a little used, but highly effective investment technique in transactions where they can meet the needs of both the buyer (or optionee) and the seller (or optionor). , the legal right to purchase a property at a predetermined price and time. This produces constructive equity in the property for the optionee. As you recall, real estate is a "bundle of rights". These rights can be separated and sold one at a time. Therefore, an owner can sell the right to purchase to another person. By agreeing to an option, a property owner gives the other person the exclusive right to buy the property at the price and terms stated in the option.

The basic concept of options opportunities is that a seller (optionor) can rid himself or herself of the headache of operations, operating liabilities and management activities. The optionee can undertake the unwanted obligations and in so doing can make decisions that will produce greater value in the near future, which in turn will allow the optionee to either sell their position for a profit or exercise the option and simultaneously sell the property to another buyer at a profit.

Typically for an option to be profitable, the optionee must either improve the operation of the property or physically improve the property such that it has a higher market value. Options are not used very often, but are a valid technique for transacting business. Perhaps the reason most optionees enter into this type of relationship is that they can do so for less out-of-pocket cost than making an outright purchase.

In any case, where the needs and wants of both parties are fairly represented and satisfied, profiting from real estate is a powerful way to build equities and wealth quickly. Options, like all techniques, can be used in a small proportion of possible transactions and can produce generous profits. The trick, as always, is to know how and when to use them. Good luck in your career.

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