The Most Popular Models in Artificial Intelligence

With more and more applications of Artificial Intelligence coming up every day, there has been widespread increase in development in Artificial Intelligence. As a result, the market for Artificial Intelligence is expected to grow at an annual growth rate of 20% by 2020.

With so much expansion in a field, new applications of Artificial Intelligence are being discovered every day. This means that the one-size-fits-all approach has no place in Artificial Intelligence. As a result, there are several different models that are used to sample the data for the creation of an Artificial Intelligence system.

These are some of the most popular models in the 21st century that warrant learning in the Artificial Intelligence Realm:

  1. Linear Regression

Linear regression is not just popular in the realm of Artificial Intelligence but is taught even at middle school and high school levels. The mathematical implications of Linear regression model are being used for over two centuries.

By using the main equation of the Linear Regression model, the coefficients are allotted weights which are then used to define varying outcomes of the training. The main implementations of this model are made in several different fields such as finance, banking, insurance and healthcare.

  1. Linear Discriminant Analysis

The Linear Discriminant Analysis focuses on data sets with two different potential outcomes. Where the linear regression model requires data with information that has little value, the data in a Linear Discriminant Analysis requires that the data is distributed according to the Gaussian Bell Curve. The simple outcome is the highest value category after the data is processed. This relatively simple model is used in data classification and predictive models.

  1. Decision Trees

Decision trees is one of the simplest model in Machine learning. It follows a simple “yes” or “no” routine to reach a decision and hence does not revolve around complex data sets or involve any difficult processes.

  1. Naïve Baye’s

The Naïve Bayes is a simple model that is applicable to a number of different problems. The model revolves around calculating probabilities, of 2 main types:

    1. That each class appears.
    2. Only one class through a conditional probability with a given modifier in x.

The model assumes that all the data values used in the model are unrelated. The data therefore can be applied to several different types of data to give very accurate predictions.

  1. Deep Neural Networks

Deep Neural Networks (DNNs) are two of the most commonly used algorithms. These are sets of algorithms that are intended to recognize patterns. These patterns are found in vectors which can fit any type of data. With the help of these neural networks, data can be clustered and classified in layers on top of the data that you have already stored.

  1. Random Decision Forests

Random decision forests are basically an extension of decisions trees that use multiple trees to process multiple samples. The results are then collected to find values that are the most accurate and several suboptimal routes are defined.

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Healthcare IT Professional Mahesh Navani Discusses New Innovation in Medical Technology

According to one of eClinicalWorks leading forces, Mahesh Navani, the world of healthcare is changing as we know it. Technology has affected the daily lives of individuals around the world, but it has also revolutionized the world of healthcare.

Technological innovations have not just influenced how we communicate with one another or utilize social media. Major steps have been made to also improve technology in relation to medicine. Here’s what Digital Health Buzz has to say on the topic:

“Aside from improving how we communicate with others, technology has also paved the way for innovations which revolutionized the healthcare industry. There are health technology innovations which only seemed to appear in sci-fi movies, but now, we can use these to prolong or improve our health as well.”

Mahesh Navani completely agrees with this statement. According to Mahesh, these are the main ways that tech innovations in healthcare are changing the world as we know it.

Robotic nurse assistant

A robotic nurse assistant might not be able to accomplish the same bedside manner as a human nurse, but when it comes to medical practices and treatment a robotic nurse can pretty much do it all. Not only can it remind you about your daily medications, but a robotic nurse can perform more difficult tasks (such as carry you from your bed to your wheelchair).

3D printed prosthetic limbs

The idea of using a 3D printer to create prosthetic limbs has been in the works for a while now. Finally the time has come where it is actually possible. If a patient is in need of a new limb, like an arm or leg, there is still hope for functionality with the use of a 3D printer. This innovative technology can actually create a prosthetic limb with the proper dimensions to fit your body perfectly.

Augmented reality

Augmented and virtual reality has changed the concept of healthcare education entirely. Medical students and residents are now able to use a pair of virtual reality goggles that play footage in 3D in order to optimize the learning process. They can learn about specific surgical techniques and how the body works by sliding on a pair of these goggles and letting them work their magic.

Studies have shown that augmented reality provides the best learning experience since it simulates real-life scenarios. It is also an interactive method of learning which is the optimal way of learning for plenty of individuals.

Electronic Aspirin

If you are prone to frequent headaches or body aches, this next innovation could be for you. Electronic Aspirin involves implanting a tiny nerve stimulating device in the side of your head that can detect the early signs of a headache. It has the ability to block certain receptors and prevent a headache from ever surfacing.

No more will you need to pop Aspirin pills throughout the day to keep your headaches or migraines at bay. This method might seem extreme to you, but if you experience frequent headaches your overall well being will improve.

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Tips to Make Your E-commerce Site Legit and Trustworthy

Online users can be very meticulous when it comes to the websites that they support, most especially for e-commerce sites, where they input their personal details and billing information. They make sure to scrutinize if the website is legitimate and trustworthy first before they go any further. And as a website owner, you should do your best to gain customer trust. In this article, we will share with you some tips that will make your e-commerce site safe and trustworthy, and eventually, this will lead to more sales.

  1. Have an SSL certificate – one of the first things that users check in a website is if the site has an SSL certificate or the “https”. SSL certificate allows secure connections from a web server to a browser. Users enter their personal information, especially their credit card details when dealing with e-commerce shops, thus it is important for them to know that their details are safe.
  2. Provide accurate and detailed About Us and Contact Us pages – next, you should make sure to have a detailed and accurate About Us and Contact us pages. You should discuss who you are including the mission and vision of the company. Most importantly, users want to see contact details including phone number, email address, office address and other contact information so they know where to reach you in case they have questions or if there’s a problem with their transaction.
  3. Have a step by step guidelines how your site works – you should also feature step-by-step guidelines how your site works starting with registration, how to order, how to pay and when they can expect to receive their orders. You should lay out everything so they know exactly what to expect. You can do this in the form of video, infographics or a simple and direct to the point write up.
  4. Feature a LiveChat support – it would be great to have a LiveChat widget on your site so users can chat when they have quick questions. You can assign one or two customer support personnel to answer customers’ queries. This will give your customers feeling of relief that they can contact you in real time.
  5. Reply to queries within 24-hr period – it is also important that you answer all enquiries with 24-hour period so customers do not feel neglected. They tend to freak out when not receiving a reply especially when it comes to their orders.
  6. Publish high quality content – next, you should publish only high quality content including articles and photos. Make sure that your photos are accurate and also the descriptions that you include. Do not deceive your customers or else they will not trust your site ever again.
  7. Always update your site – lastly, it is the best habit to keep your site always updated. Make sure to publish new content at least twice a week. This way, visitors will also keep coming back to your site.

Follow the tips that we discussed in this post to help you make your e-commerce site successful. Your first priority is always your customers so be sure to take care of their needs and keep them happy and satisfied all the time.

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When is Diamond Drilling an Appropriate Choice?

Diamond drilling is one of the finest and the most sought-after methods of drilling that gives the neat and precise result. The method is chosen because of the finesse it imparts to the surface. In many situations within a construction site, diamond drill bits becomes the most reliable and versatile tool to be used. It is very important to understand when to deploy diamond drilling services in order to get the best result. Not all surfaces are apt for diamond drilling and, it is essential to understand how and when it should be used.

Owing to the fine and neat results provided by diamond drilling, it is a perfect choice for creating material sampling, pile holes, penetrations and re-bar dowel connections. For instance, if you want single holes perfectly drilled in reinforced concrete surface with pinpoint precision and smooth edge, diamond drilling service is the best methods to achieve that kind of result. The same process can also be deployed to remove large concrete areas while maintaining the overall structural integrity.

Diamond Drilling is Perfect for Hard Materials

Considering that diamond is the hardest material in the world, diamond drilling is ideal for hard materials and surfaces, which standard drills cannot handle. In fact, diamond drills can dent surfaces that an ordinary drill cannot. Note that some of the materials appropriate for diamond drilling are as follows:

  • Concrete
  • Hard glass
  • Bedrock, such as granite
  • Porcelain, ceramic and tiles

Depending on the properties of the material and its hardness, the speed of diamond drill has to be altered, pressure should be monitored and lubrication should be checked. If any improper technique is used, the diamond drill is likely to be damaged and so is the surface you are trying to drill. For diamond drilling service, always choose a professional service provider to make sure that the job is correctly done and the highest standard is maintained.

Precision Holes Diamond Drilling

Diamond drilling is perfect for all kinds of hard surfaces that require accuracy and precision. The method is perfect for creating deep circular holes, which needs to be thoroughly precise and even. You can find a wide range of diamond drill bits in different sizes starting from as small as 0.75mm to large ones. As such, diamond drilling service offers perfect results in small as well as big jobs alike.

Diamond Drilling is Not Suitable for Tempered Glass

Tempered glass is usually difficult to drill, as there is a very high chance of breakage (up to 90%). Tempered glass is different from ordinary glass – it is passed through a lot of stress to give a perfect finish. Therefore, if you apply pressure on a stressed glass, or hit it, it is likely to crack. Whereas it may be possible to drill tempered glass successfully using a standard quality drill, it is very important to take great care and maintain precision. For such diamond drilling service, always hire a professional for accurate and best result.  Hence, only professionals can meet all the expectations and guidelines of safety, accuracy, precision, and health, to deliver fine concrete cutting service.

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Skyrocket Your Sales with Business Text Messages

The number of people with cellphones is almost uncountable. We live with mobile communication all around us now. And if you own a business, you need to find yourself a business SMS solution if you are to benefit from all of this. So how can you benefit from this process the most?

Use an SMS Webform that Customers Can Opt In to

If you want to grow your customers, but you don’t want to spam them, then an opt in form is a necessity. This means that people give you their consent to be contacted first. By providing an opt in form, you build trust among your customers, and it is far more likely that they will read your message.

Tell Customers How Often You Will SMS Them

If you tell your customers from the word go how often you will message them, they will feel more respected, which in turn builds brand trust and loyalty. If you message your customers too often, they are likely to block your number. But be honest and upfront, and stick to your promises, and they are likely to remain engaged.

Promote with Media Links

The great thing about cellphones is that they are linked to the internet. Hence, you can add links to videos, images, promotions, and so on to your SMS messages, and make sure your customers remain interested in what you are doing.

Provide an Opt Out Option

Make sure that your customers always know exactly how they can opt out of the SMS messages at a later stage. You can add this to each message you sent, but since you are limited in characters, it is better to make this very clear on your web form.

Make Sure You Are Effective with Your Time

Do not send text messages first thing in the morning or in the middle of the night because you most likely will be wasting your time. If you have customers from all over the country, you may have to create groups based on their time zones so that they receive messages at the appropriate time. Also make sure that you do not promote items that won’t be available for another month. Teasers are good, but not that long in advance.

Provide Mobile Coupons in Your Physical Store

Make sure that you have mobile coupons available on your premises to attract more people to sign up for the service. Offer them a first order discount for signing up, for instance, and make sure the coupon has a QR code on it to make it easy for people to leave their details.

Make the Messages Personalized

Even though you will be sending the same message to lots of people, you should personalize it as much as possible. Your opt in form should have, for instance, included your customers first and last name. Using that as a macro in your SMS message, so that each individual receives a message that is actually addressed to them, can make a huge difference in terms of how positively the message is received.

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Gadgets Every Avid Golfer Needs

There’s no denying that modern gadgets can make a huge range of activities much more fun. And, golf is no exception – the game may be quite old-fashioned and has been around for years, however, it’s not been left untouched by the digital era. If you are an avid golfer, then you’re missing out if you’re not using these amazing golfing gadgets.

Golf GPS:

A device such as the Sureshot Golf GPS can revolutionise the way in which you play golf. These devices are designed to make playing golf the best experience ever, using innovative modern technology to provide users with a full database of Australian and overseas golf courses. Helpful software will enable you to pick up the latest target, and you can use handy features such as an aerial view of every hole on your course to have the best game ever.

Glowing Golf Balls:

Are you tired of having to turn in early because it’s going dark? Put an end to cutting of your golf round with glowing golf balls, that are available to purchase online. This clever innovation is simple yet effective – glow-in-the-dark golf balls makes it easier to find your way around when the night starts drawing in, as finding standard golf balls could be difficult even on a lit course.

Smartwatch:

Smartwatches have rapidly grown in popularity since they were introduced just a few years ago, and they are available from big name companies such as Apple and Samsung along with cheaper models that also work well. If you are an avid golfer, then you are probably tired of your game being interrupted by your smartphone. Instead, a smart watch means that you can check messages and emails, use a variety of apps, and even answer and make calls easily without having to stop and get your smartphone out. You can even get a specially designed golfing smartwatch with GPS.

Improve Your Shot:

If you love golf and want to improve your shot enough to maybe play professionally one day, then look no further than the OptiShot gadget. This handy mobile device is designed to do what a professional golf coach would, but at a fraction of the cost!

Junior Golf Cart:

If playing golf for you is a family affair with your little one or grandchild in tow, then why not get a junior golf cart? That way, when you’re playing a round of golf, you can be assured that the little one is having fun. When choosing a junior golf cart, make sure that safety is the most important feature so that you can have peace of mind.

Video Camera:

Last but not least, a video camera, or even the camera on your smartphone, can come in handy when playing golf, especially if you are hoping to improve your golf swing. Recording yourself playing golf can be handy if you’re hoping to get better as when you look back it will be easier to see exactly what you need to work on to make sure that you’re getting better sport results on the golf course.

Do you use any golf gadgets when you play? We’d love to hear from you in the comments.

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Dilemma of choosing an internet service provider

Choosing an internet service provider is harder than it sounds
Photo by CC user heladodementa on Pixabay

Depending on the part of the world you live, there is an endless amount of broadband providers these days. So lack of choice is not exactly the problem. But it can be a little uncomfortable for some to select among the many available providers. But it need not be. The question then arises, which one is right for you?

Before you make the choice, it is better to take some factors into consideration. You might be a parent with a millennial son or daughter. Most Millennial think the world would be super boring without online communication. As such it is not unusual to see them constantly browsing the web. If you are such parent with a millennial child, you might like to consider broadband for families for you almost certainly fall into the category of heavy broadband users. You may like to consider fast broadband with unlimited downloads. Compare these two UK providers, for instance, Talk Talk and Vodafone. A 17MB unlimited downloads from TalkTalk, will let you pay twenty pounds a month for twelve months, while a 76MB unlimited downloads from Vodafone will let you pay thirty one pounds per month for eighteen months. These are not the only ones to choose from. Other reputable providers such as BT, Virgin, Plusnet, NowTV offer competitive prices for their unlimited broadband use.

There are no right or wrong ways to choose these providers of modern technology. The prices and MB may vary, but what you will be sure of is that you will be having value for your money. It must also be noted that millennial are not the only heavy users of broadband. You maybe someone who watch movies a lot and prefers to do so via online channels such Amazon Prime videos, Netflix etc, or you may just be spending a lot of time watching videos on Vimeo, playing online games etc. If you belong to this category of heavy user, you may require an even faster downloads. There are good options for you too. You may consider BT Fibre Unlimited Broadband (52MB) and calls with a twelve months contract for which you have to pay thirty £34.99 or Vodafone Unlimited Fibre (76MB) and pay £31 per month for eighteen months.

The difference between BT’s and Vodafone’s offers is that BT comes with free phone calls. But this is compensated by the higher Vodafone MB. Virgin Media Player Bundle with Unlimited Downloads of 50MB, Virgin Media Vivid 100MB which comes with phone. Plusnet, Sky and Talk Talk also offer similar deals.

The ten major UK providers, most already mentioned, also provide for business specific needs. These are suitable for business owners and enterprises. While the MB is similar to the ones appropriate for other heavy users, there are additional features which are more business industry appropriate. But what exactly is business appropriate broadband?

With business broadband, the service providers include Fixed-IPs, webspace and email addresses which include the name of the business. There is also enhanced security to ensure the business information is protected from potential intruders. Furthermore, because there might be financial impact in case the service goes down, the business customer is likely to receive better customer support.

It may also be worth to take into consideration that not all the times broadband is accessed at a fixed location. There are moments when you may be required to work at a remote location without a wifi, but need access to internet. If you are one of the types who prefer to access the internet when you are out and about, you may likely want to do so via a laptop or some form of tablet. This does not only apply to business people, but for anyone who finds himself in such a situation. The answer to this in the dongle.

The dongle can be inserted into the USB port of the tablet or laptop. This will let you access a broadband service. The service is provided by mobile phone service providers. Some of the major Broadband providers are also mobile phone service providers. But there are many others that only provide mobile service. In the case of mobile phone, however,you do not need a dongle to access broadband service.

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The Tools Idea Management Software Can Provide You With

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Idea management software is becoming increasingly popular, and for good reason. This is because they allow businesses to be systematic about how they innovate. Today, almost everything is in the cloud, and this means that businesses also have the opportunity to look further afield for their idea management tools, being able to find something that meets not just their particular needs, but also their budget.

What Is Idea Management Software?

Idea management software is best described as a turn key system, which is often provided on the cloud. Its goal is to make sure that you easily and quickly create a process of innovation that helps to improve your organizations. To do this, all these software packages usually have a number of key features, which includes:

  • The ability to create a web portal under your brand, where you can manage ideas through.
  • The ability to determine who can have access to which parts of the portal. Certain areas may be public, for instance, whereas others may be restricted.
  • Enabling people to submit ideas into the system.
  • Ensuring different ideas can get grouped into relevant categories.
  • Allowing people to view, comment, and vote on submitted ideas.
  • Enabling participants to work together, so that they can improve submitted ideas.
  • Finding out which ideas are the most popular.
  • Evaluating the various ideas using predetermined criteria that are relevant to you.
  • Selecting ideas that may need testing, or even implementing.
  • The ability to ensure users know what has happened to their idea.
  • The ability to provide rewards to various participants, which usually is some sort of virtual reward.

Who Uses Idea Management Software?

The amount of organizations that use this type of software is almost countless. However, two of the most famous are Dell IdeaStorm, by Dell, and My Starbucks Ideas, by Starbucks. Both of these platforms are targeted specifically at consumers. However, this doesn’t have to be the case. For instance, other businesses use portals and platforms to speak to employees within their organization, to increase B2B customer involvement, to speak with suppliers and other stakeholders, and so on. Either way, the software is there to create a systematic way to innovate within an organization, making the chance of the ideas becoming successful much larger as well.

Because idea management and innovation is now so popular, there are countless organizations that have created software tools. You do, therefore, have to make sure that you properly compare the market in order to make sure that you find one that fits your specific needs. As such, your very first innovative project should be one that determines what the needs of your organization actually are: what do you want to innovate, where do you want to innovate, why do you want to innovate, how do you want to innovate, and when do you want to innovate? Another important question is just how much you are happy to pay for the system as well, although the most important thing is that you get good value for money.

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Tips on What to Do with a Damaged iPhone

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If your iPhone is damaged, it is useful. Because it is such an intricate device, you simply can’t use it properly anymore, even if there is just a bit of damage to the screen. You must, therefore, find the best iPhone repair Tampa Fl has to offer. What you will find, however, is that it can be quite hard to find this, as well as expensive. Naturally, you could choose to repair your phone yourself.

Professional Repairs

If you choose to have a professional repair your iPhone, make sure it is someone with a solid reputation. You do not have to send your phone to Apple, however, unless you really want to pay a very high bill. Rather, you should look for a professional phone repair shop, where issues such as broken screens can quickly be repaired.

There are numerous solutions offered to you when going to a professional repair shop. You do, however, have to make sure they have a professional attitude and a lot of experience. Check, for starters, that they offer Apple repairs. These products are very different from any other device, so you need to make sure they know what they are doing.

Then, you have to consider price. You went to a local shop because you wanted to save money. While inexpensive is good, cheap should be avoided. You do get what you pay for, so if you find a company that charger much less than any other store, it is likely that their service will be equally cheap.

Do also look into the store’s reputation. Speak to people within the community about the store, check the internet, and go to social media. If a store is doing a good job, it shouldn’t be difficult to find out about it.

DIY Repairs

The other option is to repair the phone yourself. The problem with DIY projects is that you could end up damaging your phone even more. Hence, you must be very careful if you want to attempt this. Make sure you have a video guide beside you that you have watched several times before you touch your iPhone. If you aren’t 100% convinced that you can do it, then don’t. The damage you do by doing it wrong can be so hard to fix that it would be cheaper to just buy a new phone.

Naturally, the best thing is to not damage your iPhone in the first place. You need to put it in a cover and have a screen protector in place so that you don’t have to pay for repairs. If you do this, you won’t have to worry about damaging your device either. Prevention is always better than cure, after all. Unfortunately, no matter how careful you are, accidents do happen. If one happens to you, luckily there are iPhone repair shops in Tampa, FL that you can turn to in order to have the issue resolved and your phone returned to you as good as new.

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What’s the Difference Between Internet Plans?

internet plans
internet plans
Photo by CC user tipl on Flickr.

With the vast amount of internet plans available on the market today, it’s no wonder that you may feel like your head is exploding. With each internet provider such as Frontier Communications, you’ll find several different internet plan options as well as internet bundles, making it so that you have a lot to think about. With this said, how do you go about choosing the right one for you? First off, we’ll need to take a look at what an internet plan really is, what your general options are and what added options you can include in conjunction with your chosen plan. Once you’ve gone through all the information below, you should find yourself having a much easier time figuring out which of the internet plans available is the right one for you.

What is an internet plan

Essentially, an internet plan is a plan where you’ll find yourself privy to internet access for a certain dollar amount each month. You’ll also find that most internet plans are based on a subscription status, generally 6 months to a year, though you can sometimes have the option to subscribe to a 2 year service.

What are the different types of internet plans available on the market today

Although all are considered internet plans, they do vary widely from one to the next. This is because of the differences that each plan offers, along with the cost differences and speed at which you’ll be able to surf the internet. The main differences that you’ll find when searching for a new internet plan is the:

  • Cost- Costs vary widely not only from internet service provider to provider but also between each of the different internet plans within the same company. These costs generally range due to subscription service length, internet speed chosen and the data plan chosen.
  • Speed- Internet speeds do vary, but you do get to choose a speed that is closest to what you’re looking for. Generally speaking, if you need to access information extremely quickly, you’ll want to go with a faster internet speed plan.
  • Data plan- Some companies offer different data plans at different monthly rates. These data plans differ depending on how much you plan to upload and download.

How to choose the best internet plan for you

Depending on what you plan on using the internet for, you’ll find that not all plans work in your favor. If you plan on using the internet for your home office, most likely you’ll want to go with a plan that offers high speed access and a large data plan. If you just plan to use the internet every now and then, you’ll want to stick with a small data plan. If you use streaming services on a regular basis, then a plan offering a high speed connection is certainly the best option for you. Some plans also come with a discounted option of adding in a TV subscription or phone line, so you’ll want to take those into consideration as well.

Hopefully, with the information provided above, you now have a clearer understanding of what direction you’d like to head in. Just remember, internet plans do vary a lot both in what they provide, how fast the service is and how much they cost on a monthly basis. This means that it’s best not to rush into one plan over the other and to instead take the time to dissect each plan. That way you’re much more likely to be happy with your plan in the long run.

 

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