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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Why Day Trading is Not a Risky Investment?

Day traders are people who buy and sell stocks of various companies all day long. There are mainly two types of day traders – scalpers and momentum traders, Scalpers buys and sells very quickly whereas momentum traders buy stock that is moving up or down during the day.

The main objective of day trader is to maximize profit with minimum risk. As an active day trader, I am sharing with you the benefits of earning within a single market day – and the potential challenges with day trading.

You perhaps warned by your friends, relatives or stock market consultants that day trading is risky. However, from my personal experience, I found it is no more risky than long-term investment in volatile stock or futures.

I would rather say investment in equity is always risky because of erratic and sometimes unpredictable nature of market forces. On the contrary, investments in banks allow money to grow at a small rate, while that rate is guaranteed, and the local government generally protects the money. However, you need to invest some portion of your capital in capital market for wealth building.

Let us examine why short term and long-term investment pose the same risk in terms of capital loss. We will consider a hypothetical scenario to explain the point.

Let’s assume you are a value investor and invested in a company A. On 25 th July’07, company A is opened at $27 in the morning, and then plummets to $24 within a few hours due to a large class action lawsuit being filed against them. If the company A goes to bankrupt because of said lawsuit, share of company A will fall drastically. In this situation, all kinds of share market investors will loose their capital because the stock is worthless now.

Even in the above case, day trader might protect their capital well because they are normally very cautious and open to all kinds of market news. Day trader mainly works based on market intelligence.

To be successful as day trader, you need to do many practices and most important you need to learn from your mistakes. You need to work with an experienced day trader, need to learn latest techniques, use latest stock market investment software and need to devise your own trading plan.

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Forex Robots – The Sales Copy Says Huge Profits But the Truth? Most Destroy Equity Quickly

Every forex robot promotes a track record of gains and yet well over 95% failure to deliver so here is the sales copy translated so you can find out the ones that will not make money and find the minority which do …

Here is the sales copy and translation

1. A track record of spectral gains

On paper yes, in real trading not at all. Try and find a track record which does not have the worlds "simulated" and in "hindsight" on it in the risk warning – a word from experience, you will have a long search. The track records you see of $ 100,000 a year are not real dollars there paper dollars done looking back with all the facts and price data to hand. The reality of trading forex though is you do not have that luxury of knowing the closing prices.

That's why you can get financial freedom for $ 100.00 or so – its not real life though!

2. A formula that occurs and re occurs for consistent gains

The formula works once on paper and never works again and the system takes a bath. The vendor simply bends the system to fit the data (a concept known as curve fitting) and curve fitting is always the death of a trading system in real time trading, as the data never replicates itself exactly again the system fails.

3. Designed By a Boffin

Usually an ex banker, mathematician or other boffin. Why does that ensure success? Trading systems that tend to work tend to be simple and being clever or having an education mean nothing in forex trading – its results and that's it and I know plenty of simple traders who make money and plenty of clever ones that do not.

4. Earn Money Without knowing anything

You can try and earn money but if the systems worked as the vendors say, ie there is no work involved, begs the question – Why bother selling the system, why not trade it and keep quite you could make yourself a millionaire or better and not worry about a few hundred bucks from a sale.

You do not get anything in life for nothing and it's the same in forex trading

5. You have nothing to lose

On the fee maybe not, on the account probably yes!

Demo accounts (unless you want to trade them for a long time) are no real use, as you need a year to judge a system and also there is no pressure, so its not a real trading experience and after reading this article why bother, you know the facts.

Forex robots sell in there thousands and very few work and most simply fail miserably in the market and its no wonder when they have never been traded. The hypothetical track record simply is not questioned by buyers – but why not? That's the acid test and keep in mind you cant spend paper money.

If you want to make money at forex trading understand, it's not easy and you do not achieve success with no effort.

You can make gains but you need to get a solid forex education, a simple system, that's robust, logical and you understand and can trade with discipline. You are then on the road to currency trading success.

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Forex Trading Courses – Why They Are The Best Way to Learn Forex Quickly

If you want to learn Forex trading quickly and get on the road to Forex trading success, there are courses which can cut your learning curve and give you proven tools for success, lets look at the how the best courses can help you win.

Most new traders think there going to win by following an automated Forex robot and earn a regular income with no effort but in a market where 95% of traders lose, its obvious you need to make an effort and do some study. It is for this reason that more traders than ever before, are seeking out the best Forex courses.

The best courses are presented by experienced traders, who have been in the trenches and t have learned the hard way, they have made mistakes and found out what tools work and do not work and present you with proven strategies to help you enjoy currency trading success.

By giving you a proven Forex trading strategy, they cut your learning curve and all the best courses, will show you how their strategy works in real time, so you can see if it's profitable and in addition, gain confidence in the strategy so you can trade with confidence and discipline.

All the best courses are backed up by 100% money back guarantees, so you can learn with no risk and see if their strategy can lead you to success or not. You have the comfort of no risk and the fees for these courses are reasonable, usually around a hundred dollars so and this means any trader can afford them and one good trade will pay for them. The best courses will teach you skills that last a lifetime, full support from real traders and offer complete satisfaction or your money back.

So if you have ever wondered if you could become a successful Forex trader from home, try one of the best Forex trading courses and find out for yourself – risk free.

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From Debt To Financial Prosperity

In this consumer based society we live in we are spoiled for choice in terms of the consumables we are offered. Regardless if we actually need these products or not billions is spent in the media to convince us that we do. The vast majority of the population does not live within their means. The increasing availability of credit is one factor that is blamed for the increasing amount of personal debt in western society.

On the surface it seems that the availability of credit has plunged many into huge amounts of debt that they will spend the rest of their life paying off but this same weapon called credit it used by savvy investors to create a life of luxury and prosperity in which they can afford the finer things in life.

So what is the major difference in how successful investors and the average consumer use credit?

Well the major difference is smart investors use credit to leverage their investment exposure. This simply means that they borrow to invest. Smart investors do not take on credit if in the long run it will not lead to an increase in income and a positive cash flow. The average consumer on the other hand spends thousands on new cars that depreciate rapidly, holidays they can not afford, large plasma TV's, designer clothes, and homes they can not afford to live in. Ironically some smart investors do like the life of luxury but they almost always certainly live within their means.

The message is quite simple if you must live a life of luxury never borrow money to do so involuntarily you will end up spending years to pay off huge debts. These crippling debts often lead to stress, depression and in allot of cases divorce. Millions of people worldwide live in the bondage of debilitating debts and the only reprieve they are offered is more debt over a longer time period to ease their current debt repayments aka debt consolidation. Extreme caution is advised if you choose debt consolidation as an exit from a life of debt.

So how can one make the transition from debt to prosperity

1: Evaluate your Cash Flow
Determine how much money you have coming in each month and how much money is being paid out in debts, expenses and other liabilities. Start with your expenses and get rid of monthly outgoings that are not necessary. This is foregoing temporarily certain amenities for a permanent solution to debt. Club memberships and other things that are not necessary can be canceled. Once you have trimmed down your monthly outgoings by 100-200 pounds / dollars save the extra money or spend it on repaying debts off sooner.

2: Avoid paying Interest only
Interest only loans may seem cheap in terms of monthly repayments but in the long term the overall amount you repay can sometimes be as much as 50-150% of the original loan.
3: Live within your means
This is quite simple forget what you have been brainwashed to believe, you do not have to drive a new car or have the finer things in life at the expense of personal debt. Buy only what you can afford to pay for in cash. By forming the habit of only paying cash you are forced to purchase only the things that you can afford.

4: Pay of Loans early
Paying debts of quickly means you end up paying less in the long run. Think about it why are banks so happy for you to pay less monthly?

5: Consult a financial planner
Sit down with a financial planner and draw a road map to get you out of debt.

Taking any of the above steps will free up a few extra hundreds a month. Now that we have a bit of free money you must start to invest if you do not want to retire poor. Remember regardless of what you have stored for your retirement cash based assets have continued to devalue over the last hundred years and even further back. This simply means 1 million 10 years ago had more buying power that it does today and its only reasonable to assume 1 million today will not have the same buying power in the next 10 years. Drastic steps must be taken to secure your future otherwise you may retire with the nasty shock that you simply can not afford to retire.

The key is investing your money (yours and the banks) and getting it to work as hard as possible. Once your outgoings are reduced and you live within your means you should now be looking to supplement your income with investments and / or small business. This time you use your old adversary called credit and turn him into an ally.

By using financial leverage you are simply speeding up the transition.
But before you even think of investing a dime invest in your financial education by buying books on success, prosperity, financial planning and budgeting. Once you have gained better insight into the financial world seek financial advice.

Some of the things you can invest in include buy to let properties, franchises, small home based business just to name a few. But most new investors start of with real estate. But be smart real estate is all about timing and pricing so if you do start by acquiring real estate make sure you no what your doing and the timing is right.

In summary cut your outgoings, pay loans of early, live within your means and used credit as a tool to increase your investment income and not for personal extravagance.

Good luck and hopefully you join me and make that transition form debt to financial prosperity.

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Different Methods of Mining Coal

Different methods of coal mining are adapted to dig out the natural coal from the earth. Among them, Surface mining method is applied for producing coal of about nearly 40% in the world. The coal deposits are found on the surface of the earth and make the mining easier for the coal-miners. The various types of coal mining are contour, mountaintop removal and strip mining.

Strip mining is adopted in areas, which has leveled landscape. The surface coal is exposed when the earth covering them is removed in strips. When the whole earth concealing is removed from the surface the coal that lay beneath is exposed. They appear in blocks and are usually extracted either by drilling or blasting. Once the strip is free of coal or goes empty, the strip mining process is continued with the next strip that lay adjacent to the former.

The contour mining is used to remove coal from the layer following the contours found along the ridges of a hill or landscape. The commonly used places for this type of mining are areas with rolling to steep terrain. This method may create landslides and erosion troubles. Using the freshly cut overburden to refill the mined areas rectifies these problems. Strip mining has its own limitations and when the process of strip mining reaches a specific stripping ratio, it may not yield you profit when continued.

Mountaintop removal coal mining can be understood by its name. Removing the mountaintops exposes the coal. This method also involves disposing of mining overburden that is associated with mountaintops removal in nearby valleys. This method is a combination of area and contour strip mining methods. This process creates adverse changes in the topography like creating head of hollow hills and filling valleys with mining wastes.

Latest open cast methods can reveal higher proportion of coal deposit than the underground mining methods.

Deep mining or underground mining is applied to dug out coal that lay underneath the surface of the earth. The primary underground mining ways are Continuous, Longwall, Shortwall, Retreat and Blast Mining.

Longwall mining method is adopted for about 50% of underground mining. This method involves a complex machine with a revolving drum that sways mechanically back and forth across the coal deposit. This method yields high production and ensures safety. This method has sensors that can detect the quantity of remaining coal in the seam and robotic controls contribute to the efficiency of the process.

Continuous mining method is applied for about 45% in underground coal mining. The machine used in this method has a huge revolving steel drum that is facilitated with tungsten carbide teeth to extract the coal from the seam.

Blast mining occupies less than 5% of the whole underground mining in USA. Explosives are used to break the coal seam in this method. The extracted coal is collected and transported to the central area using conveyors or shuttle cars.

Shortwall mining covers 1% and the method is somewhat similar to longwall mining. Retreat mining method employs pillar or coal ribs to support the roof of the mine. This is the most dangerous method as it involves risk of falling roofs that might trap or crush the workers in the mine.

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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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24 Hours in Your Wallet

Every writer faces time restrictions. The trick is to find enough time in the day to spend writing. There are several things I do to find more time to write. Negotiate every one of these ideas to maximize your time of opportunity.

Review your ideas that are laid out in front of you. I use note cards and stick notes on my desk to keep ideas around me. This kick starts the thinking process. I also put a current project I’m working on as a desktop background on my computer as a constant reminder to work on that particular task. Every time I am on the computer, there’s a picture of a document that needs worked on starring me in the face.

Push through the fog even if you have a headache or are feeling bad. Be your own nagging boss that says, “Get to work.” Think of a reward that you’ll give yourself when the work is done and put a picture of it where you see it every day. The reward has to be worth it, not just go out to dinner or something lame like that. I enjoy playing pool and set a goal to not play until I finished a project. Stick to it. That pushes me to finish what I started faster. Delayed gratification is a great tool to use. Use every great tool available.

Be as organized as possible. I know folks that can play office all day and not accomplish anything of real value. Focus on the work as a writer, but keep a clean environment.

Use the best software for the project your working on. I use New Novelist software for book type writing and Movie Magic for screenwriting. Download a free trial of Movie Magic and see if it’s right for you. Use the best software you can to maximize your effectiveness of time management and organization.

Eliminate the unnecessary clutter. Work is work, it doesn’t matter what kind it is, whether it’s dishes, digging a hole, or writing. A proper mindset on the value of work is vital. Sweat Equity is the best tool in the world.

Set goals that are difficult but possible. Write three articles a day, three chapters a day, or three scenes a day. Make time your friend and not a thief.

Role-playing allows me to step into someone else’s shoes and get work done that I might not of accomplished otherwise. Think stat, like you hear a doctor say. I’ve got to operate on this chapter, stat or I’ve got to dig up the research and uncover the true like a good detective. This exercise helps me more than you could possibly understand. An exercise like this can make an ordinary writing assignment seem extraordinary, removing the boring out of work. If you’re having fun, then you’ll get more done.

Steal every minute you can from the day. Take your laptop with you to work and pull it out on lunch break if you work a regular job too. I take my laptop fishing with me. When it’s slow and the fish are not biting, I can kick back and type away, glancing at the pole once in a while. The thrill of fishing is the catch, not the wait. Work while you wait. That may sound extreme, but don’t knock it until you try it.

Gather all the best tools and use those to fight against the time steelers.

Copyright© 2007 – AJ Dowell

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You Can Get a Personal Loan After Bankruptcy

Having survived bankruptcy, you may think that your world is topsy-turvy. Well, that is not exactly true. Your declaration may leave an indelible mark on your credit history that is hard to entirely escape, but remember, you are not the only one. Over 250 thousand bankruptcy declarations are filed every three months in this nation. Many of these are due to the economic and financial turmoil the global economy that has dealt us all some hurt this last half-decade.

Joblessness, Illness, Bad Luck

The unemployment rate, perhaps poor health, or just plain old bad luck, have caused many to become behind on important monthly obligations such as housing or transportation or grocery bills. When these unpaid obligations start to pile up, they can have a snowball effect and get worse with each ensuing month. As a last resort, to protect whatever assets are still surviving, some have no other recourse than to declare bankruptcy. Having come out of bankruptcy, many should consider it as a way to wipe the slate clean and start rebuilding toward the future and improving their creditworthiness.

Up by the Boot Straps with a Personal Loan after Bankruptcy

Rebuilding your creditworthiness and your good name could very well start with taking out a personal loan. Whether taking out a secured or unsecured loan, go for it. One secret is to not stop borrowing. Just remember that an unsecured loan will charge you a higher interest rate than a secured loan. A secured loan is one that is backed by an asset you own, such as real estate or a vehicle. Whatever transpires, please do not neglect this loan in terms of repayment on time every time. You are being granted a second chance and it would be wise to not spoil it.

Potential for Repayment

Depending on factors such as collateral, salary, and even personal recommendations, personal loans are available that range from $500 to $20,000. Income will be a primary consideration when loan amounts are figured. Some financial advisers suggest that individuals who have experienced a bankruptcy can start at $5K or below for a first personal loans ensuing a bankruptcy discharge. If the need is great and the payback potential great, a loan could be higher than that.

Some Extra Help

If you have no collateral, your best bet for a personal loan after bankruptcy would be to have a financially secure cosigner. Unsecured or no-collateral loans are riskiest for lenders so interest rates will be high. To lower these rates, having a cosigner would be a good way to land a personal loan after bankruptcy. The cosigner must be aware that they are liable for the loan should you default for whatever reason.

Seek Far and Wide

Because there are so many folks who have found themselves financially strapped, there are many private lenders who have stepped in to answer the calls of the market regarding personal loans after bankruptcy. You will find a plethora of these lenders on the internet. Simply punch bankruptcy loans into your favorite search engine and you will be rewarded with many lenders willing to take a chance on bankruptcy clients. You will pay higher than usual interest rates, but you will also find that they can be lower than expected due to the competition in the market. As you can see, it is possible to get a personal loan after bankruptcy.

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Get Help And Advice Online From Car Loan Articles

Car loan articles can be found online with a specialist motoring website and they hold a vast amount of useful information for those who are looking to finance a new or used car. A good site will offer articles on all aspects of car loans which all go towards you finding the best deal for your particular circumstances as well as offering hints and tips on choosing your new vehicle.

By having this knowledge, it means you can make an educated choice as to the right type of car finance for you.

When it comes to finding a loan there are many types to choose from so getting doing your homework is essential, so take advantage of articles aimed at car loans and you get to the best start possible. Articles are often laid out in specific categories which mean you can instantly find access to the information you are looking for.

Car loan articles will tell you all about the various options when it comes to financing your new or used car. Car loan articles giving information for the standard loan will explain the options you have and how to get the best deal possible on a secured or unsecured loan.

The secured loan means that you take the borrowing over a specific amount of time and then spread the repayments in monthly installments over this period. The beauty of this is that you are able to keep the repayments down to a level you can afford each month. However of course the longer you take the loan over, the more interest you will pay. If you have a less than perfect credit rating then this is usually the best chance of securing a loan for a car, as the car will be taken as security against the borrowing.

If you are considering buying a used car then get as much information as you can by way of car loan articles focusing on used car loans or unsecured borrowing. If you have an excellent credit rating and do not need to borrow a lot then you can get a loan without having to put up anything as security. The unsecured loan will usually come with an interest rate that is higher than that of the secured. However by allowing a specialist website to search within the car finance marketplace you can make great savings.

Any type of loan is confusing when it comes to the technical jargon and interest rates. Car loan articles will take the confusion away for you. They will explain clearly what APR means and the tricks that some lenders play to make you believe you are getting an excellent interest rate. For example, some lenders will quotes an interest rate that is for weekly terms and of course if the individual compares this against a monthly or yearly rate then it can seem extremely low. Taking the time to read through the articles and learning as much as possible about car loan and finance can save you a lot of money and of course, a specialist website will offer these resources for free.

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