Augmented analytics solutions have gained traction in the business intelligence world. Augmented analytics is intended in practical terms to facilitate more development and help create more revenue.

 According to Gartner:

“Augmented Analytics Is the Future of Data and Analytics”

“Augmented analytics uses machine learning/ artificial intelligence (ML/AI) techniques to automate data preparation, insight discovery, and sharing. It also automates data science and ML model development, management and deployment.”

In simpler terms, everything related to the process of analytics and business intelligence will be changed by artificial intelligence analytics by simplifying or eliminating some steps and thoroughly changing and improving the others.

How is Augmented Analytics Different than a Typical Business Intelligence Model?

If you compare augmented analytics with a usual business model, data analysts reach data through testing their hypotheses and theories while operating on a principle of knowledge. Although, we cannot doubt the knowledge of data analysts, but their viewpoints will always limit people in some capacity. It is quite difficult to show a thorough, unbiased and entirely correct conclusion without being aware of every factor that might influence the results. This implicates a lot of business are potentially working with limited views of their data landscapes, leaving money on the table.

But if we talk about augmented analytics, it invokes the power of machine learning to process way faster than humans can.  As machine learning has a very little human interference which makes algorithms uninclined to the biases.

Augmented analytics, therefore, empowers business users to perform on the insights they receive, allowing data scientists to concentrate on much more complicated queries.

How Can Augmented Analytics Add Significance to Business Intelligence?

Augmented analytics approach to business intelligence has countless advantages and, with the right self-serve analytics and data discovery tool, the average enterprise can expand these benefits and add even more value. We are listing some of the benefits to augmented analytics approach to business intelligence. Or in other words, here are just a variety of ways that self-serve augmented analytics can add value to business intelligence.

Sets Focus

Augmented Analytics solution helps analysts, data scientists, and inner IT staff to center on crucial projects as well as offer support to strategic problems which results in releasing them from centering on the business community’s day-to-day analytical requirements.

Empowers Business Users

As augmented analytics provide critical information itself, it enables business users to put a focus on their goals. Also, it provides objective metrics and allows data sharing which advance business interests.

Easy to Use Interface

In an easy-to-use interface, it offers complex, advanced techniques and tools to collect data from disparate data sources and enable confident, precise and accurate decisions to be made.

Simplified Toolkit

With augmented analytics simplified tools you can improve user adoption, data sharing, data popularity advancement, the integration of social BI within the organization and data and metrics literacy.

Enhanced ROI and TCO

Augmented Analytics delivers immediate, objective results and enhances ROI and TCO.

Apt Business Forecast

Another business benefit of this approach is perfect business forecasting and predictions. Augmented analytics offers metrics so that one can be sure that the right decisions are made and that the business takes suitable action with regard to products and services, pricing, competition, and other key business factors.

Augmented Analytics Tools and BI

In order to automate the operations of data, augmented analytics uses the power of machine learning which helps find insights as well as share the insights for business users, operational staff and data scientists.

Augmented data discovery, augmented data science and machine learning, and augmented data preparation are counted among the key capabilities of augmented analytics tools. Augmented data preparation has its focus on automating data intake into analytics systems in a system that involves data modelling, metadata adding, data profiling, data quality assurance, and catalogue storage. With augmented data discovery, relevant data is provided to users via automating, visualizing and narrating relevant findings. The skill-gap needed for model building to test new hypotheses or write algorithms can also be attained with the help of machine learning. Startups and big vendors have the potential to disrupt data integration, leading BI and analytics, data science and embedded data analytics vendors.

A more precise take on Augmented Analytics Tools

In their interaction with top BI vendors, an analytics manager must consider supporting the following five augmented analytics capabilities:

• It has been predicted by Gartner that by 2020, natural-language generation and artificial intelligence will be a standard feature of 90% of modern BI platforms. So, users must be able to use the power of text-based-voice enabled technology in order to interact with data in a conversational mode.

• BI tools with augmented analytics functionality should be able to use the power of language to narrate performance results in an interactive way leaving behind complexities.

• The system should be easily able to forecast; what is the best visual for specific data, how to enrich data for deeper analysis and understanding, and how to clean and plan data for business use. This also comprises the use of algorithms to train predictive models for all types of cases of use, such as churn, attrition or behavior.

• Augmented analytics tools should be able to drill more profoundly into what drives particular performance. These tools should be able to bring in their own insights to the process to help their hypotheses by seeking out results. The tools need to identify the behavior of outliers differently from the expected outcomes. Furthermore, describing the data, identifying key drivers and explaining what segments affect the results are essential for these algorithms.

• These tools must have the ability to predict and predict a trend; recognize cluster groups and outliers by clicking a button like values. Additionally, this process involves the use of algorithms to train predictive models for all types of use cases based on churn, attrition or user behavior.

According to the company statement, technology colossus Google is closing its Trips app for cellphones. However, the company is integrating much of the functionality from the service into its Maps app and Search features.

While today is the last day for support for the app, information such as notes and saved places will be on hand in Search so long as a user signs into their Google account.

If you want to find popular destinations, events, and other attractions, you can search for “my trips” or go to the revamped Travel page on Google.

In September 2018, Google came up with changes, which comprised several of the features that had been broken out into the Trips app.

Users will shortly be able to add and oversee notes from Google Trips in the Travel section on a browser and find saved attractions, trips and hotels for imminent and previous excursions.

In Maps, you can search a destination or find particular legendary places, guide lists, events or eateries by swiping up on the “Explore” tab in the app.

And you can go to destinations you have used under the “Your Places” section by tapping the menu icon. The maps app will soon also include forthcoming reservations planned by trip which will be on hand offline, obviating the need to download them.

It’s reported that Huawei will first boast Hongmeng OS at its developer conference, which will commence this week on Friday, August 9th, in Dongguan, China.

The report compares Hongmeng OS to Google’s long-in-the-works Fuchsia, which is likewise a new operating system designed to run on various form factors.

It’s said that Hongmeng OS is also built around a microkernel so it can effectively accommodate artificial intelligence and can run on numerous platforms.

Nevertheless, it’s also said that a Hongmeng OS smartphone is very much happening and already involved in being tested.

The first device could unveil in conjunction with Huawei’s Mate 30 Pro flagship later in the year, with a release date set for the fourth quarter. Nevertheless, the phone is likely to target the lower- and middle-income segments, with pricing set at around 2,000 yuan (~$288).

DotNet Core is the variant of the DotNet framework. It is an open-source cross-platform framework which helps development teams to create scalable, fast and top-performing web applications. With every update, new features are introduced to help developers deploy high-performance and extremely scalable web applications while using minimal code. The latest Asp.NET Core 2.2 puts forward some awe-inspiring features which bring the best aspects from the old .NET framework. Asp.NET Core includes the latest Web Pages, MVC, Web API, Razor, SignalR and what not. You can either use them separately or in the same application. It is known to be Microsoft’s most successful platform and is foreseen as a next-generation development platform. The great thing about Asp.NET Core is that developers need the same expertise to work with Asp. Net Core as for .Net Framework.

“Here in this article, we have outlined ASP.NET Core new features to help you find solutions to the problems in your applications and improve efficiency”.

Latest Features in ASP.NET Core

1. Better Outcomes

ASP.NET Core has overshadowed the classic ASP.NET by a factor of 10. It has been guaranteed by Microsoft team that ASP.NET performs much better than the present microservice technologies (Node.js, Go, and Java servlet). It runs way faster than the classic one because of its serialization, compression, networking, concurrency, which are modern in the era of Web APIs.

2. Operational Models

Having unified models, the MVC and Web API development models use the same controller base class. This helps the controller to expose the features of HTML (view) and Web Service. The MVC model of ASP.NET Core facilitates the features of building testable web APIs and web applications. Moreover, with the additional built-in support for multiple data formats and content negotiation, your web APIs can be applied across a wide range of platforms, such as browsers and mobile devices.

3. Cross-platform Functionality

If we talk about targeting Mac OS, Linux or Unix systems, .Net Core undoubtedly becomes an eminent choice. ASP.Net Core can be used to apply the latest technologies including Docker, Microsoft Azure, Kubernetes, and others. Along with various other functionalities, .NET Core SDK provides many command-line tools to help create, compile, build, and publish a. NET Core application on any OS.

4. Razor Pages

Razor pages are yet another new feature presented by ASP.NET Core 2.0. It is yet another aspect of ASP.NET Core MVC that brings ease for the developers in terms of making coding page-focused scenarios easier and more constructive. It is supported by the dependency injection in the startup class. With the introduction of new pages, independent controller views are applied with which the development of scenarios have become more fluid while clarifying your solution’s architecture.

5. New Health Checks API

ASP.NET Core 2 also contains numerous libraries that explain abstraction and HealthCheck as well as middleware. A project named ‘BeatPulse’ was launched when no health check application libraries were available which filled the gap in the ASP.NET Core ecosystem. ASP.NET Core now supports Microsoft’s new Health Checks API. It helped developers aptly and quickly adds health checks to multiple systems and dependencies using them.

6. Dependency addition

Dependency injection has always been at the core of development issues as it allows for weak coupling and better code testability. The framework now combines a whole new architecture related to the injection of dependency. ASP.NET Core’s modularity and flexibility rely heavily on dependency injection, which is one of ASP.NET Core’s key features. Since ASP.NET supports native dependency injection management, developers will no longer need third-party tools to accomplish this practice.

7. Swagger Support

There’s no denying the fact that swagger has become the most famous technology to explain and design RESTful APIs. ASP.NET Core supports Swagger Open APIs which enables developers to document and develop APIs while retaining code synchronization.

8. Self-Hosting

Like traditional versions, ASP.NET Core apps do not require hosting IIS anymore. They can now self-host or host for Linux distributions on Nginx. It arises from the willingness to launch a. NET core application on all platforms independently. Even in production, for the self-hosted application, IIS (or Nginx) is a reverse proxy.

9. SPA Template

Asp. Net Core comes with the latest SPA templates for Angular & React. So, now if you are developing a project with SPA templates, all the packages needed for both Angular and React will be preinstalled and will automatically use NPM. Additionally, it is also supporting Angular CLI which comes in handy for developers.

10. Code Help

There are numbers of popular APIs supported by ASP.NET Core with .NET Framework in relation to Unix, Linux and OS X-specific APIs. All the common APIs are gathered into .NET Standard which is imposed by .NET Core as well as .NET Framework. This applies that any code targeting .NET Standards can run on NET Core and as well as .NET Framework, due to which the code is conveniently shared between the two platforms.

11. SignalR Integration

Along with other handy features which ASP.NET Core has to offer, it also includes adding a Java client to SignalR. A vast library such as of ASP.NET can help send server code to asynchronous notifications to customer-side web applications. As for the Java added client, it supports Java code link to the SignalR Server, including Android apps.

12. Create Caching

Asp. Net Core also facilitates Output Cashing which means it supports creating cache for the most repeatedly used resources and static files. So, the next time when a customer opens an application, the cache is going to first serve him. Such an exciting feature can really contribute towards the acceleration of the web application’s speed and user experience.

13. Powerful Compilation

ASP.NET Core also facilitates powerful compilation which is performed in memory. Thence, as soon as it saves the code changes, a simple browser refresh helps its activation. Moreover, ASP.NET Core 2.2 supports the development of basic minimal web services. So, you can make use of this multi-platform structure for the:

• Creation of web applications and services, IoT apps and mobile back-ends. 
• Using your preferred macOS, Windows, and Linux development tools. 
• Deployment either in the cloud or locally. 
• Run-on the. NET Core or. NET Framework.

Conclusion:

In this article, we tried explaining some of the key and latest features of .Net Framework. Microsoft and the Community together put a lot of efforts and hard work for making .Net Core an efficient and powerful framework which can help developers in developing apps rapidly with the highest level of scalability and performance. The cherry on the top is that any .Net Developer does not need to learn any skill or get any special training to work on .Net Core. This is yet another reason why developers readily embraced .Net Core in a very short span.

Tech giant Google has revealed five flaws in Apple’s iMessage software that could make its devices prone to attack.

Researchers at the company said the susceptibility was so severe that the only way to salvage a beleaguered iPhone would be to erase all the data off it.

They said another example could be used to replicate files off a device without requiring the owner to do anything to aid the hack.

Apple issued repairs last week. However, the researchers said they had also highlighted a sixth problem to Apple, which had not been corrected in the update to its mobile operating system.

Prof Alan Woodward, a cyber-security expert at the University of Surrey, commented: “That’s quite unusual.” He said that that the reputation of the Google Zero team is such that it’s worth taking notice of.

The Project Zero team was established in July 2014 to expose formerly undocumented cyber-vulnerabilities. It has previously alerted Microsoft, Facebook and Samsung, among others, to problems with their code.

Apple’s own notes about iOS 12.4 specify that the variable fault could give hackers a means to crash an app or perform commands of their own on recent iPhones, iPads and iPod Touches if they were able to determine it.

Apple has not commented on this particular issue but has advised users to install the new version of iOS, which addresses Google’s other detections as well as a further range of malfunctions and threats.

“Keeping your software up to date is one of the most important things you can do to maintain your Apple product’s security,” it said in a statement.

The app is making the move after obtaining patents and employees from device-maker Smartisan. As well as TikTok, ByteDance owns numerous popular AI-based video and news apps, such as Slack alternative Lark, video-chat app Flipchat, and news aggregator Toutiao.

TikTok, nevertheless, is its most popular presentation so far and has done exceptionally well with both Western and Asian audiences, so much as it has defeated Uber to become the world’s largest privately supported company, with a projected value of $75bn.

Chinese financial magazine Caijing says that the new phone is being developed for seven months.

ByteDance is not the first developer to take advantage of a popular app. In 2013, Chinese selfie-app-maker Meitu started making phones custom-made to consumers who are interested in taking photos of themselves.

Promoted by popular Chinese social media influencers, Meitu’s phones comprise dual pixel cameras with faster auto-focus as well as artificial intelligence to choose the most effective customized photo-editing filters for each user.

China, however, has become a very cheap market for smartphone manufacturers and yet another device is thought to be able to look different.

Ben Wood, technology analyst at CCS Insight, said: “It’s extremely difficult for any new entrants to break into the smartphone market profitably, particularly at a time when big brands such as Apple, Samsung and Huawei are carpet-bombing consumers with millions of pounds worth of marketing.”

“There are always niches that open up in the smartphone market but they tend to be ‘firework products’, starting with a big bang and quickly disappearing.”

Technology greats such as Facebook, Google and Amazon have also gone beyond their main businesses but with erratic success.

Web Application Development is an innovative choice which is currently a favorite of many business owners. But even now most people don’t have a clear concept of the price of developing a web application. All they need to do is read on to become more comfortable with the idea for anyone interested but confused in using Website Development to their company.

What is Web Application Development?

Web Application Development can be described as developing browser-based website or application or software with a short life cycle lead. It’s a web-based solution that helps you operate or manage or supervise or administer your major company information. You can also easily catch up with the mobile audience with the assistance of web solutions. You can control your website from the mobile phone, and this can help you boost your sales big time.

How much does it Cost to Build a Web App?

Web applications costs can differ so greatly from one business to another and. You might get surprised when you take the rates or simply just google it as they vary from $10,000 to $500,000 with the same requirements, functionality and engagement model.

Cost of web app development relies on three main variables :

1. The geographical location of the web app development company.
2.  Overall business experience.
3. App development company’s size, projects, status and achievements.

How to Reduce App Development Cost

There are not many choices available because it requires a lot of time, effort, skill, patience and money to develop a fully-fledged application. So we decided to write a comprehensive answer to this question to help all those interested in developing apps.

Jot down all the project requirements in the initial stage

It is understood that the cost of development will increase with the increase in demands. So prepare a thorough analysis of your demands as it is a critical element in the success of any project. In case if you are going to lack it, it will result in numerous changes during the development phase as well as become the reason for project delays. If at the very beginning, proper documentation of demands is handed over, the team will get a clear picture of the business purposes of the client. Although changes and errors are unavoidable during development, they will be kept to a minimum with clear, comprehensive documentation.

Minimal Viable Product (MVP)

It is good to be on a safer side and launch your product’s first version with minimal functionality. Initially, do not go over the top rather merely introduce the key concept and leave secondary feature development for a later time. With your MVP, you can easily assess your product’s market demand and determine if clients are prepared to pay for it or not. Once you are sure the demand exists and start getting revenue, you can then invest in adding those secondary features. Actually, with agile methodology, MVP goes hand in hand. It not only decreases expenses but also save you from potential failure.

Save Money on Development but not on Developers

Everybody wants the development to be done in the most reasonable rates. But keep in mind that, to employ the cheapest development agency, you become the victim of their experimentation and their go-to option for getting into the market. Furthermore, there is no assurance that they will complete it at all! Ultimately, you’re going to be forced to hire another more experienced development team to complete or even begin from scratch.

Iterative Development

It is an old methodology which implies developing all planned features to test your app and its market optimization. You can readily eradicate unnecessary features initially at the testing stage which were going to waste a lot in the development stage. In order to save time and money, it is highly recommended to split the whole project into small segments or iterations and then gradually you can add new features with each new iteration/segments. With Iterative development, you can readily change or modify the project without the replanning and restructuring the entire project to fit it in.

Cross-Platform Development

Developing cross-platforms can be an excellent cost saver. However, this is only valid if your app is not very complicated, if it does not use native interfaces, and if hardware integration is not required. Otherwise, its performance may be affected. Developing cross-platforms can assist you to reduce development costs in many cases.

Continuous Monitoring

Constantly communicate with your team and do not completely depend on your project managers. They can also create errors or overlook some problems. Test for yourself every new build of your application, as some minor deviations from the initial goals, may occur. Instead of noticing and fixing the issues after the app has been released. it would be much cheaper to resolve them while they are new.

Make Use of Ready-to-use Solutions

You can implement some UI features by using pre-constructed templates that just need a few adjustments. There are also many third-party WaaS (Whatever as a Service) suppliers, ranging from SaaS (Software as a Service) to BaaS (Backup as a Service) offering ready-to-use alternatives for a monthly subscription fee or even free. Mapping and payment facilities are among the most popular. You can use Puship, a third-party push notification plugin for iOS and Android, instead of creating your own custom push notification features.

Or, you can use Google Cloud Platform (PaaS) to provide backend facilities such as multi-user data sharing and processing, data synchronization across devices, user authentication, Memcache, notification, and message sending, automatic app scaling, etc.

However, you should bear in mind that many of these facilities that are integrated into an application can lead to problems such as instability and poor scalability. It is, therefore, necessary to use them wisely and within reasonable boundaries. They already understand which solutions can be used and to what extent, if you work with an experienced development team.