Your Guide to Machine Learning

Machine learning was conceptualized long back and over the years it has evolved to be a promising solution. The past couple of years have witnessed the rise of machine learning as a solution that is revolutionary for almost all major sectors.

custom software solutionsIt can be defined as a technological advancement where computers are able to decode patterns and trends from big data providing information that can be a stepping stone to achieving big things in businesses. This blog aims to provide details of the types of machine learning, the techniques involved, etc. The blog will also offer a glimpse into what future holds for machine learning.

The Versatile Types

Machine learning is about codes and algorithms that are used to perform certain functions. There is a level of flexibility when we talk about these algorithms. It is not necessarily required to perform functions using label, you can let the systems identify patterns without your intervention in case you have unlabelled data.

The data that is required for machine learning to function can be structured or unstructured. And, this is one of the many reasons that might require you to select a type of machine learning. In simple terms, machine learning can be:

  • Supervised: In this case, algorithms are used to identify trends based on your expectation. For example, there is a pool of data that has information of customers that a company has served in the past 5 years. Now, I am looking for data of only female customers under 35 years of age who have shopped for cosmetics. In this case, using supervised machine learning, I can use codes to take out data of only customers that match the criteria.
  • Unsupervised: This is a little complex form of machine learning. In this case, patterns or trends are identified on the basis of experience. For example, when you select e-mails from a certain user as spam, the system registers that and after a particular number of people report that mail as spam, the mails from that user reaches the spam folder. In this case, no pre-set condition existed, the machine learnt from what you did.

These are the two dominant categories and with passing time there are more versions like blended machine learning where features of both supervised and unsupervised types are used.

The Drawbacks

Machine learning is not everything good, it has its set of drawbacks as well. The first one is that it is useful only when you are dealing with big data. There is no point in investing a huge sum in acquired machine learning solutions that will deliver results that an excel sheet can when you are dealing with data is small in size. If you are a small-scale firm, then sticking to traditional approaches is more feasible.

Secondly, machine learning is prone to mistakes. While the Software would not make error is calculations and computations, the data that is used can make outcomes inconsistent. This means that if you are dealing with a data set that is inaccurate or biased, then the outcomes will reflect that and using that outcome to make decisions is not suggested.

The Future

Machine learning has successfully paved way for itself in the future solutions. Most of the solutions that are available in the market today to facilitate your business operation use machine learning in some form or another. An example can be popular customer relationship management solutions that are being widely publicized and adopted. Acting as a cherry on the cake is the fact, that major players like Google and Amazon are banking on machine learning as a future technology.

With all the machine learning has to offer, it would not be incorrect to assume that it is the technology of the present and the future. Let us know what you think by sharing your views on machine learning and its future prospects.

Author Bio: Author of this article works for a software application development company, providing custom software solutions. Stay connected to him on Facebook and Twitter.

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Java – The Best Career Option For You

Java is one of the best things to have happened to the IT after the C++ programming language. It is the foundation of many websites, server-based and web-based applications and programs and is a great career option for the programming sector. Speaking of career development, you have an excellent scope in Java programming as it combines technical knowledge with creative thinking to create a product that could change the face of the Programming Language. However, what are the other aspects that make Java a fantastic career option for our future programmers? Read on to find the answer to this question.

Java jobs

   1. What is Java all about?

In simple terms, Java can be described as an object-oriented programming that simplifies coding and develops applications for software developers. Apart from being free of cost, it is user-friendly, highly secure and can be worked using reusable codes. It works on independent multiple platforms, and can automate memory management. It comes with reliable features such as frameworks, developmental equipment, APIs, IDEs and libraries. Java also allows embedded computing which helps in advancing personalised big data solutions.

   2. New developments in Java

Java has recently made a few changes in its features, which are some of the reasons which is so well-known in IT sectors.

a) Java has been recommended by Google for Android App Designing.
b) A feature known as Lambda Expressions of Java helps in functioning programming style coding.
c) The Interface with a Static and Default approach redesigns the system to help with present interface without execution.
d) Java has replaced the PermGen Space with a Metaspace for JVM Metadata storage.
e) Though not officially a default feature, you do get a Garbage collection option in Java.
f) You can work on I/O in Java using the Java.nio library.
g) You are assured of data security, thanks to its multiple security features.
h) Works with simple software development, and comes with a set of APIs.

  3. What are the career options for Java?

Java programmers can work with top software companies in a variety of fields such as web developers, application developers, app developers, software developers, web programmer and EJB programmer. Senior programmers can go on to work as Project Managers and Senior Managers in IT industries. Software industries always look for Java programmers to develop online web-based and server-based applications, firm applications and software industries – which generate a great income.

Candidates can even try for career options in Java Programming, Application Development along with EJB, Operating System Fundamentals, Programming, Software Engineering, Servelets and JSP Programming, Object Oriented Concept, Java for Android and Web Development, to name a few. The salary of a beginner-level Java programmer can range from Rs. 2 lakh to Rs. 5 lakh per annum. However, as in any job sector, your salary and perks also greatly depend on your qualifications and certificate courses, if any.

  4. The search for a good Java Institute

It is important to pursue Java Programming from a good institute to reap its career benefits. Therefore, you should look for premier institutes that offer the availability of various career options, regular online assistance, laboratory and practical facilities, live projects and lastly, the promise of a good income. Only such high-quality certification or training courses from good institutes would add value to your resume.

Java jobs Rajkot is thus one of the most preferred career options for the tech-savvy generation. Not only does it offer excellent pay, you would also be assured of complete job satisfaction and be able to present a successful corporate image of yourself within a short time.

New Updates Rolled Out For Microsoft Dynamics CRM Online Users

The new version of Microsoft Dynamics CRM online 2016 focuses on three areas, i.e. productivity, mobility, and unified service. It is available in 130 markets and 44 languages. Users can get the both on-demand product and on-premises installation. Talking precise, officials rolled out Dynamics CRM 2016, Dynamics CRM online 2016 update, Dynamics Marketing 2016 update and Microsoft social engagement 2016 update.

New updates rolled out for Microsoft dynamics CRM online users

Productivity section of CRM 2016 seamlessly embeds into productivity tools, such as CRM app for Outlook, OneDrive, Office 365, and SharePoint for business. Mobility section includes complete offline mobile capabilities for tablets and mobile phones. It also has ability to create task-based mobile apps, cortana integration, and mobile app management with MS Intune. Unified service section delivers a single, unified solution for customer service across field service, self-service, and agent-assisted service.

Customer experience has become priority for brands yet some companies find difficulty in delivering great customer experience to their users. The motive behind these enhancements is to enable such companies to deliver amazing customer experiences via intelligent customer engagement. There are professionals offering end-to-end customer engagement solutions with which companies can deliver customer experiences that are personalized, predictive, and proactive.

Productivity

Officials will enhance CRM app for Outlook, deliver Excel templates, harness the Office 365 Groups power, surface trending documents, OneDrive for business, etc.

Intelligence

Users will get intelligent processes for sales, marketing and services with the Cortana power and machine leaning.

Mobility

They will continue to invest in mobile capabilities for phones and tablets with complete offline mobile capabilities, mobile app management, the ability to design task-based apps with next generation Cortana integration and MS Intune that surfaces CRM data to drive proactive interaction and voice-driven CRM.

With the recent updates Microsoft Dynamics CRM online , companies can empower their marketing team to seamlessly go as per the planning, execution, leveraging the power of Office 365 and Power BI to measure marketing performance across channels from beginning to end as it will help in bringing the marketing vision to life. Companies can engage their clients, build sales pipeline, and demo the impact of marketing investments in real time.

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With recent features unveiled for MS dynamics CRM 2015, several enhancements have been made to outlook and the Sync process. Microsoft CRM developers will note and outline all major enhancements in this post for entire CRM development community across the world.

How to Implement Convent Accordion plugin in ASP.NET MVC

A convent accordion plugin is one of those open source plugins that are relied on JQuery. To implement this plugin, you must meet minimum requirements that are discussed below in this article. Follow the instructions shared by asp.net development experts and learn their technique to implement convent accordion plugin in asp.net MVC development.

Today we are going to implement Convent Accordion plugin in asp.net MVC. Convent Accordion plugin is an open source plugin for jQuery. This plugin is depended on jQuery. Here we will see the basic example to implement it step by step.

Requirements :

jQuery Library reference :

jQuery Easing reference :

Convent Accordion Library reference

Convent Accordion Styles reference

after downloading this file store it in JS folder, folder structure will look like this.

 JS folder structure

And store css stylesheet file in css folder.

So now first of all we need to set the reference of downloaded JavaScript libraries and css styles.

<script src=”@Url.Content(“~/js/jquery.min.js”) type=”text/javascript”></script>

<script src=”@Url.Content(“~/js/jquery.conventAccordion.js”) type=”text/javascript”></script>

<script src=”@Url.Content(“~/js/jquery.easing.1.3.js”) type=”text/javascript”></script>

<link href=”@Url.Content(“~/css/style.css”) rel=”stylesheet” />

Now we will add following HTML Content in view for Accordion:

<ol class=”rounded basic” id=”cAccordion” style=”width803pxheight125pxlist-style-typenone”>

    <li>

        <div>Slide A</div>

        <div>

            <img src=”img-demo/Image-1.png” alt=”image” />

        </div>

    </li>

    <li>

        <div>Slide B</div>

        <div>

            <img src=”img-demo/Image-2.png” alt=”image” />

        </div>

    </li>

</ol>

You can set any HTML content instead of images.

Now we need to set following script to set Convent Accordion.

<script>

    (function ($, d) {

        $(‘#cAccordion’).conventAccordion({

            autoPlay: false,

            startSlide: 1,

            remember: false,

            slideInterval: 2000,

            pauseOnHover: true,

            actOnHover: false,

            continuous: false,

            autoScaleImages: true,

            easing: ‘easeInOutQuart’

        });

    })(jQuery, document);

</script>

After Implementation it will look like this.

3

You can try and make practice for asp.net development using Convent Accordion plugin. The purpose of ASP.NET MVC web development experts is to make you learn how to implement this plugin in asp.net mvc. If you still have doubts, clear them by asking our experts.

HADOOP INDUSTRY : An Emphasis And Overview On The Same Platter

Hadoop Development CompanyCoin flipping has always been an antidote to see a right and the safer side. Gaining any one side and getting the alternative is what beeps work into a quick action. Well, why am I stencilling an image of coin flipping in your minds? The answer is very simple. I am drawing your attention to provide you with the data about the in-depth market survey on global and China manufacturers of the Hadoop industry.

I always envision that ‘Development is a key for a winning adventure and deployment is a key to win machines’. And this quote has a perfect correlation with the work successfully deployed by Hadoop developers.

Well, traversing back to a year ago, 2014, Hadoop Industry had carved its name in the book of statistics. What is the book of statistics? There surely is a question creating earthquakes in your mind. Well, to elaborate a bit, it’s a report that had stencilled all those ABCs about Hadoop industry. The statistics mentions all the applications, its classifications and most importantly its trends on the manufacturing technology.

Throwing a light on it, the report certainly expands the graph on global and China’s top manufacturers which had been listing their specifications, Production, market share and specifications. This business forecast is indeed a scenario to explain the terms and conditions that made Hadoop developers the rich owners in their livings.

An emphasis and overview of Hadoop industry both on the same platter:

The report very correctly provides the reviews about Hadoop ETL development company. The report is in-depth with the application, classification and also describes the tell tale of the manufacturing industry. Then turning the pages of the report further, you get to see the expansion on the global and China’s top manufacturers that mentions its market share, production, value, capacity, production description and many other things chronologically.

The report further undergoes the analysis of 2009-2014 global and China’s total map of Hadoop developers by calculating the main parameters of this organization. The downfall of Hadoop industry has been described briefly based on the estimates of 2009-2014 market development.

Moving further, the report also puts pictures of their downstream clients, the raw material usages and also the current market dynamics of the Hadoop industry.  And all in the end, the report then points out the projects undertaken just before determining its own feasibility.

MRS Research Group: A firm making dictionaries for every company

We the MRS Research Group, has been keen in maintaining all the reports for every single industry located in every country. We tell you, MRS reports are perfectly made on the basis of all the facts and figures which we encounter.

Our main highlights are all those latest surveys and reports that help our clients to understand their field of interested industries. We are a name who makes repository reports, surveys and market statistics based on the statistics that have been released by the private and public organizations. Market Research group is a compilation of services and market research products that have been ticked ‘yes’ on air.

Microsoft CRM Consultants Sharing Top Reasons to Use HubSpot and CRM Integration Services

It is the communication that keeps the relationship alive. Whether it is with relatives or clients, communication is a crucial thing to flourish relationship. Companies are making full utilization of communication to attract major leads from the market. Sales and marketing teams work together to get success. Sales team needs marketing in order to generate leads, while marketing team needs sales to close the leads they get. HubSpot and CRM integration help in enhancing communication between these two teams in several ways. Microsoft dynamics CRM integration consultants will explain why you should use such integration option.

Microsoft CRM consultants sharing top reasons to use HubSpot and CRM integration services

1. Automation :

This is a waste of thing if you really love doing data entry! HubSpot/CRM integration eliminates manual work by its automation technology. This will save your time and also ensure no entry gets skip from the list.

2. ROI :

Integrating the CRM and HubSpot is helpful in ensuring good ROI. It helps in determining the ROI of the inbound marketing by analyzing the new clients value and closings.

3. Closed loop reporting :

With this integrating tool, user can avail closed-loop analytics in HubSpot, with which he is able to keep the record when CRM leads convert to closings.

4. Record owner :

User has facility to customize emails to be sent by lead owner by syncing the CRM record owner’s name and email address to HubSpot.

5. Opt-out status :

This is an interesting feature rolled out by officials to allow user to sync a lead’s email subscription status to Hubspot and from HubSpot.

6. List segmentation :

List segmentation ensures that the sales team is having an access to qualified leads that are ready to buy.

7. Lead intelligence :

User can receive latest HubSpot analytic and conversion data to the CRM software. He can also sync the public profile URL of the contact to help sales team to review all the activities of the contact in HubSpot without login.

There are more features offered by CRM/Hubspot integration. You can explore more benefits online. For more updates regarding CRM technology, you can look after this space in future. You can even make queries to Microsoft dynamics CRM integration consultants regarding CRM and HubSpot integration. They will get in touch with you soon and reply.

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A CRM outsourcing services providing company hires CRM experts to bring most sophisticated solutions for the clients. While working on recent project, the Microsoft dynamics CRM online development team determined the steps to create dynamic chart on CRM page with the help of Chart.js and javascript.

Hadoop Consultants Still In Hope To Take Consulting Business To Next Level

Hadoop deployments in production seem slower unexpectedly, but the job growth rate still giving hope to hadoop consultants to keep running their consulting business.

It’s like nothing will stop hadoop consulting companies. Even with anemic interest, amazing range of distinct projects, and complex setup that hold the unified thing, we call it Hadoop. Demand for hadooop development & consulting services will remain open- developers will get jobs in their field. Why? Why businesses haven’t moved on to better solutions? The major reason is that Hadoop brings a “wide framework that enables fragmented computation process.”
Hadoop Consultants Still In Hope To Take Consulting Business To Next Level
Apache Hadoop is one of those open source software frameworks that is written in Java to perform distributed storage and processing of big data sets on computer clusters that are made from commodity hardware.

A businessman knows how hadoop makes difference than other available business intelligence tools. However, it can be a maze for novice, yet they keep counting on this great framework. In current survey report, there are 26% users of hadoop framework and 54% have no plans to rely on hadoop.

Hadoop framework has potential to overkill many problems the business face. It implies that the opportunity cost of hadoop implementation is higher than expected profit margins. When comparing hadoop services with other trendy big data technologies, we found that hadoop consulting services continue to rise within the company- which is not same with other available big data technologies.

The ratio of people arriving into the world of big data each month is keep rising with time. Many developers now know how to develop any hadoop open source project for big data into enterprise quality platform. They have learned to combine big data technology and data warehouse with an integrated system. And also the way of using the cloud to develop hadoop clusters and speed up the process of getting hadoop dial tone is also known to developers; all because of intense demand made by business world to get hadoop services and solutions.

Things learned by developers and business world about hadoop-

  1. It’s a new platform

Big data infrastructure will impact on the process of using all information and not just big data. The ecosystem of Hadoop is developed a platform that is based on latest assumptions and capabilities. The latest introduced concepts including schema on read and feature to perform most intricate analytics at scale will help to change the way developers work. The ecosystem will replace few work completed by data warehouse ecosystem, like ETL and do more new things.

     2. It is complicated

Hadoop has a complex environment and developers need to do few things to make Hadoop work-

  • Develop a cluster of computers- it can be on cloud or on premise
  • Install and configure hadoop and other software components on same cluster.

By these two steps, all efforts made by developers can become fruitful and make hadoop easy to perform.

  • Run several workloads types on your cluster and manage it to make the workflow smoother.

These three points are valuable for novice to achieve better output and avoid common and big errors.

Even if Hadoop seems tough to work, hadoop consultants have ways to make their job little easy. This is why they still believe in growth of hadoop consulting business.

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Apache Hive is data warehouse software designed on Hadoop. The software facilitates many functions like data analysis, large database management, and data summarization. You must install and take a Hive tour on your Ubuntu Linux. Pioneer hadoop development & integration consultants are sharing this tutorial to make you learn about the basics of Apache Hive and how to install it on Ubuntu Linux.

How To Develop Custom Action Filter Attribute In Asp.Net MVC Development

The article is written by Aegissofttech developer in order to share information about creating custom Action Filter Attribute at asp.net MVC development platform. The development team is sharing its experience with global community, so that other country’s developers can learn from them and make best practices of asp.net development.

Develop Custom Action Filter Attribute

MVC Authentication using Filter Attribute:

Create Action Filter class:
An action filter consists of codes that run either before or after an action runs. It can be used for tasks like logging, privileged based authorization, authentication, caching etc.

How to create custom Action Filter Attribute:

  • Create a class “LoginAuthAttribute”
  • Inherit that class with “ActionFilterAttribute, IAuthenticationFilter”
  • Override “OnAuthenticationChallenge” method.
 public class LoginAuthAttribute : ActionFilterAttribute, IAuthenticationFilter  
 {  
 public void OnAuthentication(AuthenticationContext filterContext)  
 {  
 }  
 public void OnAuthenticationChallenge(AuthenticationChallengeContext filterContext)  
 {  
 var user = filterContext.HttpContext.User;  
 if (user == null || !user.Identity.IsAuthenticated)  
 {  
 filterContext.Result = new HttpUnauthorizedResult();  
 }  
 }  
 }  

You can see above code, the “OnAuthencitcationChallenge” method is overridden, we want to execute this method before any action is executed.

In above code as you can see, we check the user is authenticated or not, if user is not authenticated then we set Result as a UnAuthorisezed result.

Set form authentication mode in web config file as per below code.

 <authentication mode="Forms">  
 <forms loginUrl="~/Login" timeout="2880" />  
 </authentication>  

To use LoginAuthAttribute in our controller we are creating a new BaseController. So, others controller’s is this controller are inherited by this BaseController.

 [LoginAuthAttribute]  
 public class BaseController : Controller  
 {  
 }  

Design Login form.

Create a Login controller and implement login method.

 [HttpPost]  
 public ActionResult Login(LoginModel model, string ReturnUrl)  
 {  
 FormsAuthentication.SetAuthCookie(model.UserName, false);  
 if (Url.IsLocalUrl(ReturnUrl) && ReturnUrl.Length > 1 && ReturnUrl.StartsWith("/")  
 && !ReturnUrl.StartsWith("//") && !ReturnUrl.StartsWith("/\\"))  
 {  
 return Redirect(ReturnUrl);  
 }  
 else  
 {  
 return RedirectToAction("Index", "Home");  
 }  
 }  
 public ActionResult Logout()  
 {  
 FormsAuthentication.SignOut();  
 return RedirectToAction("Index", "Login");  
 }  

Create two method as per above code Login and Logout in Login Controller.

Create a HomeController and inherit this controller with “BaseController”

 public class HomeController : BaseController  
 {  
 }  

Now each and every action methods of Home Controller checks the user is authenticate of not before execute. If user is not authenticate then this will redirect to Login page.

Conclusion:

In the above document we learned how to create custom attribute. Also learned how to use custom attribute with controller in MVC.

Author of this article is working with the Aegissofttech asp.net MVC development team. The post is published by expert to assist global developers and help them in making best development practices. To get more info on related topic, you can contact the Aegis experts anytime, any day, from anywhere. They will get in touch with you soon.

Author bio- Rohit is working with Aegissofttech since long time. Rohit has vast experience is developing asp.net MVC applications for global clients. This article story is published to let other developers know how they can develop a custom action filter attribute and use it for a project.

How MapReduce Has Become YARN In Hadoop?

MapReduce has been changed completely in last few months and now it has become YARN (Yet Another Resource Navigator). So what should be used for your business either MapReduce or YARN? Which is better platform to manage Hadoop application software?

Hadoop Application Software

Resource Manager is one of the very important components available in YARN assures profits for your business. Further Resource Manager is divided into two parts – Scheduler and Application Manager.

When applications are in running state, the job of scheduler is to allocate resources in proper way. The just schedules resources, it does not monitors or tracks the Hadoop Application status. Also it does not make sure that tasks will be restarted once they are failed. The reason for failure of app may be hardware limitation, software problems or other resource allocation issues.

The scheduler generally completes its task based on application requirements and ignores other components usually that include CUP, memory, network, disk usage etc.  Next comes to Application Manager that manages task like monitoring progress, reporting status etc. Further resource manager is also clubbed up with high availability feature to make it more suitable for the job.

Resource Manager RM restart

Resource Manager Restart is a feature that enhances functionalities of resource manager to keep them active all the time. It is further divided into two phases – P1 and P2. P1 or phase 1 restores previous state where resource manager stopped working. It synchronizes overall process of Hadoop application or Hadoop software.

Phase 2 or P2 reconstructs running state of resource manager. It means application will not lose its productivity when it will be restarted.

  • Phase 1 Restart

The overall concept is that RM restart will resume metadata of Hadoop application and also stores final state of an application. Besides the final state, it also stores application credential like security key, code etc. It picks up metadata and resubmit the application. Simple resource manager cannot resubmit the application.

  • Phase 2 Restart

In Phase 2 also, RM restart will resume metadata of Hadoop application and also stores final state of an application. Besides the final state, it also stores application credential like security key, code etc. It picks up metadata and resubmit the application. Simple resource manager cannot resubmit the application. After this, it has the capability of preserving the previous state so application work will not lose even if it will be restarted later.

At Aegis, Our Hadoop developers and senior custom software development team has wonderful exposure on latest Hadoop techniques and frameworks. We have completed many successful projects in Hadoop that makes our Hadoop developers most suitable Hadoop development.

Essential Tools To Acquire Success In .Net Development Projects

Which Essential Tools Are Used By Developers To Acquire Success In Their Asp.Net Development Projects?

There are few special performance tools intended for asp.net development to optimize front-end performance of the applications. Below are the tools that help in reducing the size of images, CSS files, and JavaScript files that are used by developers during app building process:

Essential Tools To Acquire Success In Their .Net Development Projects

  • Sprite and Image optimization framework

The initial benefit of sprites is that they lower the count of requests to display a webpage. Requesting a heavy large image is faster as compared to requesting multiple small images. It is obvious the resources – JS files, images, CSS files that moved across the wire will make the website slow.
However, sprites are generally avoided by people as it requires a lot of work. To use them, developers need to combine all of the images and write the correct CSS rules to showcase the sub-images. But now, Sprite and image optimization framework makes the job easy by combining the images automatically for developers. Moreover, the framework also includes asp.net web forms control and asp.net mvc assistant that make the task of displaying sub images easier. This framework can be downloaded from CodePlex official website.

ySlow is a free tool for Firefox users that empowers them to test the front-end of the website. The results obtained by the tool are not perfect, but not bad too.

ELMAH or Error Logging Modules and Handlers is a tool intended for asp.net to record any error that happens to your website, so that you will prepare and review it in future. It is a freeware and can be downloaded from official ELMAH project website.

It is used to verify the position of the website. With pingdom, developers can check and monitor that the website is always up.

You heard right that content is the king. HTML spell checker helps in determining spelling errors and make the asp.net pages error free. You can add the extension of HTML spell checker to Visual Studio by selecting the menu option tools, extension manager in Visual studio. Then select the online gallery > search for HTML spell checker.

5. HTML spell checker

This blog entry has numerous tools that developers can use for developing their asp.net development project. These tools are performance tools and help in making websites high performing, enhancing SEO, verifying up time, and making error free web pages.