What is AI (Artificial Intelligence) ?

30th Mar, 2020
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What is AI (Artificial Intelligence)?

A lot of such technologies are evolving in the recent IT (Information Technology) sector in the world. At that time, Artificial Intelligence (AI) and Machine Learning (ML) are at the top of such technologies.

If the gift of nowadays modern technology is 'Artificial Intelligence-AI'. Today the world of technology is expanding and with the development of new technologies, its efficiency is also increasing. At the same time, the prevalence of human labor and technology with AI (Artificial Intelligence) is increasing.

AI (Artificial Intelligence) radiates and addition human potentials, they increase productivity and are moving from simple reasoning towards human-like imaginary abilities. To understand the impact of Artificial Intelligence (AI), it important to learn lessons from failures and past successes, as well as to hope its future potential and directions are legal, ethical and socio-economic implications.”

Uses in different-different industries of Artificial Intelligence

In many fields including sociology, math, biology, neuroscience, psychology, computer science, philosophy, commerce, transport, and utilities.

UNCONVENTIONAL GUIDANCE OF AI (ARTIFICIAL INTELLIGENCE)

Artificial is a simple unit of composed neural networks. Each unit usually does a very simple calculation like an addition or an application of a simple function. It takes input from many other neurons and a mass or collection of things that data that comes in and sends it downstream to other neurons. These things are connected in a kind of network. Every single computer on the planet operates through algorithms.

We are unaware of the use of 'Artistic Intelligence' in the medical industry, but in some medical institutes, doctors are now being given artificial intelligence training. So that the disease can be diagnosed as early as possible. For example, to identify cancer cells from our normal cells.

In addition, the most common use of AI today is camera filters. These filters provide you with instantaneous motion, as well as your imagination of what type of scene fits into any photo you give.

AI in HealthCare

Developed an algorithm with drugs that detect 8 variables in diabetic patients to determine if hospitalization is necessary.

The app, called BilScreen, uses smartphone cameras, ML tools, and computer vision algorithms to detect increased levels of bilirubin in a person's eye sclera (white area), which is used to diagnose people with pancreatic cancer. This cancer has no known symptoms, so it has the worst prognosis of all cancers.

In Entertainment

Apps like Netflix and Amazon that we use in our day-to-day life are just one of the best templates for AI. The ML algorithm determines where users recommend shows and products based on the user's progress and compares them to other users. General Chat Chat Lounge

Mathematical rules have become so smart over time that users want to buy a product as a gift, for themselves / or note, or for different family members' different choices.

Artificial Intelligence Trends In Various Sectors

HealthCare
Finance
Manufacturing
Retail
Entertainment
Data Security
Automotive

HealthCare
- Medecision developed an algorithm for the detection of cancer cells.
Finance
- Mastercard company use AI Decision Intelligence Technology to analyzed various data point to detect insidious and tricky transactions.
Manufacturing
- Landing.ai claims to have created machine – vision tools. That tools find microscopic defects in objects like circuit boards using an ML. Because the ML algorithm trained using tiny volumes of sample images.
Retail
- AI can be used in the retail industry, from identifying customers to personalizing promotions and inventory management.
Entertainment
- Every day in life we saw a familiar application of AI with services like Amazon or Netflix wherein ML algorithms are analyzed users activities and compare them to other users.
Data Security
- AEG (Automatic Exploit Generation) is a bot. AEG can determine whether the software has a bug that may cause security issues is exploitable. If a vulnerability is found then the boat secures it automatically.
Automotive
- TeslaBot introduced by Tesla Automobile, Tesla models S and X are integrated with intelligent virtual assistance that’s allowing users to interact with the car from tablets or phones.

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Front End, Back End, and Full Stack Developers: A Comparison

Front-End vs Back-End vs Full Stack Web Developers Front End Developers As the name implies, front developers work on the “front end” of an internet site. this is often also referred to as the “client-side”. It refers to the particular look, feel and presentation of the web site because it appears in your browser. It includes the colors and fonts, the drop-down menus, and therefore the transitions and animations. front development prioritizes the user experience, and the way to form the web site functional and visually appealing for your audience. front developers possess technical skills in languages like HTML, CSS, and JavaScript. they'll even be conversant in front frameworks like Bootstrap, jQuery, Angular, and many more. A particularly talented front developer understands the precise goals of your software and identifies potential problems in user experience. they ought to even be ready to execute their own recommendations to unravel the difficulty. Before moving on, it’s important to notice that front developers aren’t an equivalent thing as web designers. Although, both roles closely collaborate and web designers often have knowledge of HTML and CSS. the most point of distinction is that web design is concentrated on aesthetics and usefulness. Web development is concentrated on turning these designs into reality. Despite this difference, it’s not uncommon to listen to people use the phrase “web design” for the front development work on an internet site. Back End Developers Front end developers specialize in the website’s actual appearance and behavior for the user. rear developers specialize in the website’s internal logic. the rear end of an internet site consists of three things: a server, an application and a database. The goal of a rear developer is to urge these three components to speak. this is often because the online browser must be ready to receive and display the proper information. Still aren’t sure of the difference between front and back end? believe what happens on Google’s website once you look for something. Simply put, rear developers are liable for taking your search query and running it through the Google database so as to seek out the foremost relevant results. Meanwhile, front developers are liable for taking those results and displaying them within the browser during a way that’s attractive and meaningful for the top user. Front end developers must know HTML, CSS, and JavaScript at a minimum. rear developers aren’t required to understand any particular language or framework. Instead, they typically concentrate on a given rear programing language, like Ruby, .NET, PHP, Python or Java. They also use tools like MySQL and Oracle to seek out and store important data. Full Stack Developers Full-stack developers represent the simplest of both worlds, uniting the front and therefore the rear. These people are comfortable wearing both hats, and that they have expertise altogether layers of a website’s development. This includes, but is by no means limited to, topics like servers, hosting, databases and user interfaces. Facebook popularized the thought of a full-stack programmer in 2010. They explain, “People who develop broad skills also tend to develop an honest mental model of how different layers of a system behave. This seems to be especially valuable for performance & optimization work.” Beyond the front trifecta of HTML, CSS, and JavaScript, full-stack developers must be conversant in a minimum of one rear programing language. this provides them the power to create a totally functional, mature web application from scratch. Most full-stack developers tend to specialize in one or two aspects of the web site during a project. they only have the power to contribute to any a part of the codebase if need be. In recent years, the lines between websites’ front and rear became more blurred, the maximum amount of the computation from the rear end is being moved into the browser. this suggests that full-stack developers haven't been in additional demand, as their flexibility and flexibility are finally coming in handy. Which Developer do you have to Choose? Although we’ve discussed the three main sorts of web developers. However, there are really only two choices for your situation: a specialist or a full stack developer. Businesses might choose a front or rear developer if they have a specific area of experience, or they need a selected project to accomplish without the proper resources. On the opposite hand, full-stack developers are the proper choice if you would like someone who’s a “jack of all trades” and you would like to stay costs low. employing a full stack developer will probably be more costly than either a front or rear developer. However, it’s less expensive than hiring two specialists, one for every end of the stack. for instance, if you only want to spruce up your website’s design to form it look more modern, a front developer is going to be all you would like. If you would like to feature an eCommerce store, you’ll need a full stack developer, since this may involve both front design and rear logic. regardless of what, a full-stack programmer should identify the responsibilities of the front and rear and solve problems efficiently. Whether you opt to travel with a specialist or a full stack developer, there’s someone out there who’s the right fit for your situation. Specific-Group provides talent matching services supported your unique needs, in order that you'll always make certain you’ll get a top-quality product.

Flutter vs React Native: A Developer’s Perspective

Flutter vs React Native React Native by Facebook and Flutter by Google – two hot cross-platform app development technologies creating a buzz. during this post, we'll compare both of them intimately from a developer’s perspective. Due to the growing popularity of mobile apps, almost every company needs a mobile app or apps to stay competitive within the market. And what's more, companies are trying to find an choice to build mobile apps, especially for iOS and Android, with faster speed and fewer resources. Apple and Google have provided native tools and technologies to create apps. iOS app developers can build apps using Xcode and Swift, while Android developers use Android Studio and Kotlin/Java. However, this needs engineers to find out two completely different sets of technologies. As a result, companies have began to adopt cross-platform solutions over the native solutions to create apps for both iOS and Android faster employing a single language. What’s Flutter and React Native? React Native may be a project started by Facebook internally that they open-sourced in 2015. On the opposite side is Flutter, a project started by Google which they need been heavily promoting since I/O 2017. Both of those technologies help app developers build cross-platform apps faster by employing a single programing language . React Native is already a mature tool and features a huge community, but Flutter also started seeing huge adoption rates since 2017. during this post, we'll compare each of them using ten criteria: Programming language Technical architecture Installation Setup and project configuration UI components and development API Developer productivity Community support Testing support Build & release automation support DevOps and CI/CD support Now that we've defined all our criteria, let’s start exploring each of them intimately . Programming Language The key advantage of employing a cross-platform mobile app development technology is that the ability to use one programing language to develop apps for both iOS and Android. React Native — JavaScript React Native uses JavaScript to create cross-platform apps. JavaScript may be a very fashionable language within the web community at the instant . it's commonly used with React and other popular JavaScript frameworks. because of React Native, web developers can build mobile apps with a touch little bit of training. With this in mind, companies adopted React Native as a no brainer . JavaScript may be a dynamically typed language and anything are often through with JavaScript, which is sweet and bad at an equivalent time. Flutter — Dart Flutter uses Dart programing language which was introduced by Google in 2011 and is never employed by developers. Dart syntax is straightforward to know for JavaScript or Java developers because it supports most of the object-oriented concepts. It’s easy to urge started with Dart as there's great and easy-to-follow documentation available on the official Dart site here. Technical Architecture When choosing a cross-platform mobile app development framework, it’s essential to think about its technical architecture. By knowing the internals of the framework, we will make an informed decision and choose the one that's better for our project. React Native — Flux React Native architecture heavily relies on JS runtime environment architecture, also referred to as JavaScript bridge. The JavaScript code is compiled into native code at runtime. React Native uses the Flux architecture from Facebook. there's an in depth article on the core architecture of React Native here. In short, React Native uses the JavaScript bridge to speak with the native modules. Flutter — Skia Flutter uses the Dart framework which has most of the components inbuilt so it’s bigger in size and sometimes doesn't require the bridge to speak with the native modules. Dart has numerous frameworks, like Material Design and Cupertino, packed inside which give all the specified technologies needed to develop mobile apps. The Dart framework uses Skia C++ engine which has all the protocols, compositions and channels. The architecture of the Flutter engine is explained intimately in Github Wiki here. In short, Flutter has everything needed for app development within the Flutter engine itself. Installation The installation method should be straightforward without having too many complicated steps in order that it might be easily learned by developers that are just starting with it. React Native — NPM The React Native framework are often installed using the Node Package Manager (NPM). For developers that have a JavaScript background, installation of React Native is straightforward , whereas other developers would wish to find out the node package manager. The node package manager can install the packages locally or globally. The developers will got to understand where precisely the binary is found . Whilst installing React Native on macOS, we'd like to possess the HomeBrew package manager also . Flutter — Binary Download from Source Flutter are often installed by downloading the binary for a selected platform from Github. within the case of macOS, we've to download the flutter.zip file and add it as a PATH variable. Flutter should improve the installation method by supporting package managers like Homebrew, MacPorts, YUM, APT, etc in order that users wouldn’t got to perform these extra steps during installation. Setup and Project Configuration The process of fixing the developer machine to use the new framework takes time. It requires many configuration of software installations. The technology should have proper documentation to urge users up and running. React Native The getting started guide of the React Native project assumes that the developer already has all the specified setup for developing for iOS and Android. there's little info on the Xcode instruction tools but it won’t be enough to urge going. The documentation directly jumps to the step of making a replacement project. Flutter The getting started guide for Flutter has detailed information on IDE setup and platform setup for both iOS and Android. you'll read all the specified setup details on Flutter install for macOS here. On top of this, Flutter features a CLI tool called flutter doctor which may guide developers through the setup. It inspects which tools are installed on the local machine and which tools got to be configured. Once the flutter doctor command is happy, we will keep it up with creating a replacement Flutter app. there's a separate page on the way to configure the editors to urge going with Flutter. Developer Productivity Developer productivity is that the key to putting together apps faster. during this regard, it’s vital to be ready to specialise in app development with none quite wait or distraction. React Native If the developer is skilled in JavaScript, then it’s fairly easy to use those skills for cross-platform app development. React Native features a hot reload feature which saves tons of developer time while testing the changes within the UI. In terms of IDE support, developers are liberal to use any text editor or IDE of their choice. Flutter Flutter also features a hot reload feature and it’s very easy to urge started with the demo app. However, because the complexity of apps grows, developers would wish to find out and adopt the new Flutter concepts. additionally , Dart isn't a standard programing language and there's a scarcity of support for it in many IDEs and text editors. React Native React Native launched in 2015 and has gained in popularity ever since. there's a community of React Native developers on GitHub and much of meetups and conferences round the world. one among the foremost recent conferences on React Native was React Native EU held in Poland, but there are meetups happening in almost every major city within the world. Flutter Flutter has been around for a short time but it gained tons of attention when Google promoted it within the Google I/O conference in 2017. The Flutter community is growing rapidly lately , meetups and conferences are happening online. the most important event coming are going to be Flutter sleep in December. In short, the Flutter community is growing rapidly; yet, there are still not enough resources for developers to unravel common issues. Testing Support Writing tests may be a good way to urge quick feedback on the code. there's always a testing framework related to every mature technology to permit developers to make unit, integration and UI tests for the apps. React Native React Native may be a JavaScript framework and there are a couple of unit level testing frameworks available in JavaScript. The tools like Jest are often used for snapshot testing. However, when it involves integration or UI level testing, there's no official support from React Native. There are third-party tools like Appium and Detox which will be used for testing React Native apps but they're not officially supported. Flutter Flutter provides an upscale set of testing features to check apps at unit, widget and integration level. Flutter has great documentation on testing Flutter apps here, you'll also read the Nevercode blog on testing Flutter apps for detailed information on how Flutter apps are often tested. Flutter features a cool widget testing feature where we will create widget tests to check the UI and run them at the speed of unit tests. Build & Release Automation Support Releasing mobile apps to the App Store or Play Store may be a painful process. It involves the complex task of code signing all another application setup. When it involves cross-platform mobile app development, it gets even trickier. React Native The React Native official documentation doesn’t have any automated steps to deploy the iOS apps to App Store. However, it provides a manual process for deploying the app from Xcode. there's a piece of writing on the way to deploy React Native apps to App Store here but the whole process looks manual. However, we will use third-party tools like fastlane to deploy iOS and Android apps written with React Native. the method of using fastlane to ship React Native apps is described during this article. this suggests that React Native has got to believe third-party libraries for build and release automation. Flutter Flutter features a strong instruction interface. we will create a binary of the app by using the instruction tools and following the instructions in Flutter documentation for building and releasing Android and iOS apps. On top of this, Flutter has officially documented the deployment process with fastlane here. DevOps and CI/CD Support Continuous Integration and Continuous Delivery practices are essential for any app so as to urge continuous feedback and avoid releasing buggy code. React Native React Native doesn’t have any official documentation on fixing CI/CD. However, there are some articles which describe CI/CD for React Native apps. there's a piece of writing which explains the method of fixing CI/CD for React Native apps with Nevercode. Flutter Flutter features a section on Continuous Integration and Testing which incorporates links to external sources. However, Flutter’s rich instruction interface allows us to line up CI/CD easily. Nevercode has inbuilt support for CI/CD for Flutter apps. The detailed blog post explaining the CI/CD process of Nevercode are often found here.