Discover the top 10 tools for developing React JS applications. From browser extensions to testing utilities, these tools will help you improve your productivity, streamline your development process, and build better React applications.
DeepMind Open-Sources AI Interpretability Research Tool Tracr
As artificial intelligence (AI) continues to transform industries and revolutionize the way we live and work, one key challenge remains: interpretability. AI algorithms can produce remarkable results, but it can be difficult to understand how they arrived at their decisions, leading to concerns about bias and potential unintended consequences.
To tackle this issue, DeepMind, the AI research company owned by Alphabet Inc., has developed a powerful new tool called Tracr. In this article, we’ll explore what Tracr is, how it works, and why it is a game-changer for AI interpretability research.
What is Tracr?
Tracr is an open-source AI interpretability research tool developed by DeepMind. It is designed to help researchers and developers understand how AI models arrive at their decisions, enabling them to identify potential issues and improve model performance.
Tracr provides a range of interpretability techniques, including:
- Attribution methods: These help identify which parts of an input are most important in a model’s decision-making process.
- Saliency methods: These highlight the most visually relevant parts of an input, helping to visualize how a model arrives at its decisions.
- Perturbation methods: These involve making small changes to input data to understand how the model’s output changes in response.
In addition to these interpretability techniques, Tracr also provides a user-friendly interface that allows researchers and developers to explore and visualize the output of their models in real-time.
How does Tracr work?
Tracr works by analyzing the internal workings of an AI model to identify the factors that contribute to its decisions. It then applies interpretability techniques to these factors to help researchers and developers understand how the model arrived at its output.
Tracr is compatible with a range of popular deep learning frameworks, including TensorFlow, PyTorch, and JAX. This means that researchers and developers can use Tracr to analyze and interpret the output of a wide range of AI models.
Why is Tracr a game-changer?
Tracr is a game-changer for AI interpretability research for several reasons:
1. It’s open-source
Tracr is open-source software, which means that anyone can use it for free and contribute to its development. This makes it more accessible to researchers and developers around the world, helping to advance the field of AI interpretability.
2. It provides a range of interpretability techniques
Tracr provides a range of interpretability techniques, allowing researchers and developers to choose the most appropriate method for their particular use case. This helps to ensure that interpretability research is tailored to specific needs and produces the most accurate and useful results.
3. It’s user-friendly
Tracr provides a user-friendly interface that makes it easy for researchers and developers to explore and visualize the output of their models. This helps to speed up the interpretability research process and make it more accessible to non-experts.
4. It’s compatible with popular deep learning frameworks
Tracr is compatible with a range of popular deep learning frameworks, including TensorFlow, PyTorch, and JAX. This means that researchers and developers can use it to analyze and interpret the output of a wide range of AI models, making it a versatile and powerful tool for the field of AI interpretability research.
Conclusion
Tracr is a revolutionary AI interpretability research tool that has the potential to transform the way we understand and use AI models. By providing a range of interpretability techniques, a user-friendly interface, and compatibility with popular deep learning frameworks, Tracr is a game-changer for the field of AI interpretability research.
If you’re interested in learning more about Tracr or using it in your own research, be sure to check
How to Create a Successful Ecommerce App For Your Business that Actually Work
If you are an entrepreneur or intend to be one, then you know that any business to be successful these days must necessarily have an app. Yes, apps are taking over the market and without them it is nearly impossible for any business to really take off.
Even more when it comes to e-commerce. The digital way of consumption grows more and more, and it is largely due to e-commerce apps that are a great and handy option for the final customer.
Several countries are growing a lot in the e-commerce sector and this is due mainly to the use of apps. But why is that? Because the apps as we have mentioned, add value through convenience.
In the past, malls were true shopping convenience centers, where in the same place you would find all kinds of product categories with comfort, safety and especially a variety of experiences that made the customer spend the whole day in that place.
But that has changed a lot with the internet, the malls also have several issues that many customers are not willing to face such as traffic jams, parking problems, but mainly higher values due to the rents that the stores have to pay.
With this change, customers began to look for e-commerce as a cheaper, more convenient form of consumption and stores began to invest more and more in sales platforms.
The speed of purchase and key moments of consumption such as Black Friday, increased the demand of customers for convenience and ease at the time of purchase, hence the e-commerce platforms migrated to mobile apps.
The advancement and success of apps was so great that many e-commerce, especially small ones, were already born in mobile apps. Of course, the big retailers took the lead: Amazon, Apple, Google Play etc, are still the current the leaders in e-commerce sales.
But how can your company take off using apps? First, through the cell phone, you can personalize your customer’s journey, transforming their purchase into a unique experience.
Then, because having an e-commerce in the app brings some advantages versus having only the sites, the apps allow mass actions like the Black Friday itself generating a much higher purchase volume than when the user searches the site, access is 24 hours per day without stopping, the investment in the device is the customer’s own and so on…
But where do we start?
First, you will have to define if your business strategy is aligned with the use of an app, for example, hardly any product that is aimed at people from the countryside, or very low income will be efficient in an e-commerce app.
The target audience of e-commerce apps generally have at least average knowledge of computers and access to a smartphone.
Then the user must have confidence in buying with your app, this trust already comes from your e-commerce platform, hardly a customer who already trusts the image of a company will have suspicion of buying through their app.
With these variables in mind, you can start looking for a good ecommerce app development company, there many in the market these days. It’s really not an easy task to make an ecommerce app so getting help from professionals would be the best way to go.
Your app must be compatible with all smartphone software on the market, IOS (iphone), Android or Windows Phone, your app must be accessible to as many users as possible.
Any ecommerce app development will require some time, always make sure you verify the cost of making an ecommerce app beforehand, and reserve some times for it, the developers will take some time working on improving the app.
Sometimes when we walk in the shoes of an entrepreneur, we tend to forget the customer’s side, we must always try to put ourselves in their place, so when you have an app that is hard to navigate, with many functions and buttons that are confusing, the user tends to lose interest in staying in the app and your brand may lose a customer.
It is very important to have an easy to access, well-developed platform. Remember, when purchasing, the user will register all his bank information for payment and his address, often residential, for the delivery of the product. He needs to feel safe when buying through your app and this will happen more easily if the app is easy to handle.
If you have an item that you should seriously worry about before launching your e-commerce through the app, it is the privacy and security of your customers. Many apps including social networks are going through crisis originated from the leakage of their users information. This is very serious and should be avoided at all costs, mainly because it is a factor that can simply destroy your business.
Once created, tested and customized, your app needs digital marketing, needs disclosure, needs to be at your customers’ fingertips.
It’s not the time to save on your campaigns, it’s time for your app to be in every possible corner, appearing all the time and getting into the customer’s mind, after all your e-commerce needs to be necessary for the user.
Social networks are key at this point, because while browsing them, the customer will be facing a high volume of advertisement that can be very helpful.
SEO (search engineering optimization) and SEM (search engineering marketing) strategies must be highly explored and exhausted. SEO ensures that your e-commerce platform will appear on the first page when searching for a certain product, this is the research that should direct your customer to download the app to know and continue shopping.
SEM will be responsible for doing this, but more aggressively with paid advertising to appear all the time on social networks and any digital channels where your client is the target.
Finally, keep in mind that the apps are here to stay and are evolving more and more, with the possibility of integrating your app with your car and other devices, your customers will have more and more purchasing power in their hands.
How to create a successful dating application for your business that actually works
Learn how to create a successful dating application for your business that actually works with these expert tips. From understanding the market to implementing strong security measures, this article covers everything you need to know to stand out in the crowded online dating industry.
How to validate your startup idea
Coming up with an idea for a product or service is not the hardest thing for startups and entrepreneurs. Building a product isn’t even the hardest. Truly, the hardest part is “making it work”, or in other words, getting people to like and want to buy your product, and beating the competition at the same time.
The markets today are as competitive as never before and naturally everyone wants a piece of a pie. One day you may think of a brilliant startup idea and surely you’d want to check if it already exists at all, or if it exists in your country/region, or if it exists in your industry/niche.
And firstly, you should know that it most likely does exist! But that’s not the point (more on that in a moment). You shouldn’t let that fact discourage you. Secondly, if you’re wondering how to verify a startup idea – spoiler alert – there’s no 100% right way to do it. There are some tools and tips, which we’ll list, but the only real validation you can get is to grow a business/a startup for 1 or 2 years and see if you can make it profitable.
On a bright side, there is always room for new opportunities. Fifteen years ago, there was no Uber and all seemed fine. But the idea behind Uber brought a revolution to transportation, and now we can’t imagine it otherwise. The story of Dropbox also has become viral among marketers and investors. When pitching his startup idea, Dropbox founder Drew Houston was asked why should anyone invest in his company when there are dozens of similar ones already. He asked in return if anyone is actually using those companies’ services. And the answer was no.
“It’s an asset to not know everything about everything… A lot of really great, innovative things have happened when people just didn’t know it wasn’t supposed to be possible.” – Drew Houston
So there’s always space to improve things, to make people’s lives better, easier, more comfortable. Ideas are just ideas, just guesses, any startup idea possibly exists out there in the world. But it’s execution/implementation that matters most, not the idea itself. Make your product or service better than others, learn from others’ mistakes.
Enough with this reasoning – let’s not get off our course. So how do you verify a startup idea? Let’s begin with things that you have to verify.
What you need to verify
With billions of people, there is no shortage of ideas, but when we’re talking about startup ideas, the important thing is that it has to bring profit. That’s the goal, and for that, your idea has to be helpful, it has to tackle some problem, no matter how small or big. Your only real validation is going to be money earned.
So, at the very beginning, you should determine these points:
- A problem to address
- The solution to it
- Target customers to sell the solution to
- The price
Now, the things you need to find out.
#1 Who is your competitor?
Or ‘who would be a competitor’ should we say? Because you’re doing it before even starting a business, and that’s the right way, however odd it may sound. Learn competitors’ strategies, their customers, strengths, and weaknesses, think of what and how you could do better.
To help you out, check this about companies:
- What’s their brand?
- How many employees and what kind of employees?
- What’s their budget/investment?
- Who’s the owner?
- What’s the annual profit?
- What’s their business strategy?
About their customers:
- What customers are targeted?
- How do they reach those customers?
- Do they try to gain customer loyalty?
- How many customers do they have?
About their products/services:
- What exactly are they selling?
- The price of a product
- What’s the key feature that engages customers?
- How are products delivered?
This should bring some clarity about your startup idea, help you define what would you do differently, and hopefully better. Will it have better features?… faster/better delivery?… or a totally different approach?
Note: If you can’t find competitors, you are doing something wrong.
#2 Research the market.
Yes, it may sound trivial, but Google it. Do not rush – take a few days to research the market and the niche you’re interested in. Find out whether someone is already doing what you have in mind. Are their efforts successful and if not, what did they do wrong? No matter how unique your idea may seem, it’s a mistake not to dig into the market.
The key then is execution. With thousands of hotels, all with online reservation options, Booking.com managed to offer the undeniable “win-win” service and firmly grasp its niche. If you see your idea standing out from others in a new way, that’s a first positive sign for a startup.
#3 Study the demand.
No actual market demand is the #1 reason why so many startups fail. There are 4 good practices to quickly and quantitatively discover if customers need your product and would be willing to pay for it:
- Talk to people face-to-face. In real conversations with real people (friends, workmates, businessmen, investors) you may share your idea and see if your enthusiasm transfers to others or not. Ask what are they using and how satisfied they are. Pitch your idea and see if people understand it and how they react to it.
- Conduct surveys. Based on facts learned from conversations, draft more specific surveys to be able to segment responses in the end. Tools like Google Surveys, Survey Monkey, Survata, etc. can be handy. Use 5-point range for answers, from ‘not interested’ to ‘very interested’ when asking about your product and its features. Download all the responses.
- Send cold emails. As you don’t know the key people in your area of interest to consult with, send emails to potential customers directly. No spam, individual one-by-one emails offering a meeting to discuss a product or service. Look for specific companies and/or key people – you can use LinkedIn, for example. If there’s no mention of e-mail, Chrome extensions like Hunter, Prospect, Rapportive might help.
- Launch targeted ads. Interested or invested is different. With Google AdWords or Facebook ads, you are able to test if customers would actually be ready to buy something.
Where to start: Startup Idea Matrix
Need to brainstorm some startup ideas? A quick suggestion: Startup idea matrix introduced by Google Play chief, Eric Stromberg. He explains, that it “outlines various consumer markets as well as tactics to bring a product to the market”, and suggests to view it as a starting point for creativity.
As you will see, we can really get inspired by how many empty fields are there, meaning open opportunities. The left column shows industries, and in the upper column, there are possible ways to get into the market (from subscription, rentals, original content, to mobile apps, service, hardware, etc.). Famous products are already there, so you may have a direction of thought.
Where to start II: Create a landing page
No need to spend lots of money on a simple web presence. There are cheap services and even free ones that may suffice. Why launch a web page? Again, this is another way to study the market demand or feedback to your idea.
A page with an individual domain name or the landing page tool URL – it doesn’t matter much at this stage. You can use a landing page to reference information to people, to attract traffic, or just to collect email addresses. The main idea is that you’ll have at least some audience. Check our guide to what is MVP and how to build it to find some tips and tools that might help you create your landing page.
Pitch your idea
Pitching your startup idea differs from just sharing it because now you’re trying to sell it as a business concept. This is the next level of startup validation, so to speak. You get to the audience that might be interested in using your product or investing in it.
And don’t be afraid that someone else is going to steal it. By keeping it secret, how are you going to engage the audience? You may find competitors interested in being partners, and even if someone steals your idea, they won’t have the passion for it like you do.
There are 2 ways of pitching.
#1 Offline. The most effective one and down to its very essence – present your idea face-to-face in 3 to 5-minute pitch. You benefit by getting instant feedback, and expert advice if you’re lucky, invoking a discussion about your idea, brainstorming commercial options. The best outcome would be finding investors for your startup idea.
Startup competition meetings are one of the ways to begin. Check these for example:
- Slush in Finland
- TechCrunch Disrupt in the USA and Europe
- LeWeb in France
- Web Summit in Ireland
- 7Ventures Pitch Day in UK, Germany, and Israel
- Pioneers in Austria
- SXSW Accelerator Pitch in the USA
- MIT Startup Competition in Poland
#2 Online. Faster, flexible and affordable. The options here include: a) B2B marketplaces, b) B2C marketplaces, c) crowdfunding platforms. Marketplaces are essentially online communities with interested participants, where you can present your idea and get not only feedback but direct proposals. Examples: Opporty, BizVibe, Uppler.
With crowdfunding, or fundraising, you share ideas about the early stages, and if it’s decent or innovative, you might actually get money to implement it. You can try some of these crowdfunding sites:
Final words
Have most good business ideas already been thought of? Probably. Has each one of them been tried out or successfully carried out? No. Is there the ultimate way to verify if your startup idea already exists? No. It is never going to be easy, but you can always find business opportunities. Start doing something, invest in your idea and you’ll learn much more practical info. Don’t get discouraged if someone has tried a similar startup and failed. That doesn’t mean the idea is bad by default, but perhaps it wasn’t implemented well.
Is hybrid app development a gimmick or is it here to stay?
Hybrids. We see this concept being applied to a plethora of mediums in our society. Hybrid cars, although becoming less popular, once appeared to be the cutting edge of transportation. Will the same fate befall on hybrid app development?
Before we jump into how hybrid app development is doing, we should learn what it is. Long gone are the days where developers had to build the same application multiple times in different programming languages. Today is the future, and we have a variety of frameworks at our disposal to fix this problem. Hybrid app development is the concept of building applications just once with the same language and being granted with the ability to launch on multiple platforms. It sounds magical doesn’t it? Let’s dive in and see how good it really is.
To get a grasp on what are the pros and cons of this kind of development we should take a look at some frameworks. The first one we’ll be examining is Xamarin, which is developed by a Microsoft owned software company. Xamarin grants users with the ability to build native apps in IOS, Android, Windows and MacOS. This feature immediately places Xamarin at the head of the pack as most other frameworks and tools don’t allow us to develop for Windows as well. Xamarin utilizes a C# codebase in order to power it’s complex set of tools. Both Mac and Windows users will be able to use this platform to its full potential. It’s no wonder that Xamarin is the leading framework for hybrid app development.
Hybrid development is attempting to cater to every developer audience. The flexibility to develop native apps in any program of your choosing does give it a substantial amount of staying power. Why would a web developer want to take a deep dive into learning Swift if they can simply use JavaScript to create the same application? Specifically designed for the front end web developers out there, PhoneGap, created by Adobe, comes into play. These developers will be able to use HTML5 and CSS3 to produce all of the designs for their project. The logical parts of the application will be left to JavaScript. Native plugins are present, which allows developers to gain access to phone cameras, microphone and more. This features does a great job of reducing one of the big qualms of hybrid development. Web developers would have the added perk of making a companion app for their website. They truly have the optimal situation for reaching a web developer.
As with anything in the developer world, hybrid app development comes with some caveats. Since we aren’t actually building apps natively in their own ecosystem we lose out on a fair chunk of performance. It just isn’t possible to reach peak optimization like we can when developing using Swift or Java natively. On top of this your user interface will be limited. Sure you can still create breathtaking UI designs with hybrid development but you miss out on functionality you only have access to natively. Developers who use XCode have an advantage here with storyboards helping them create better UI in an increasingly efficient way.
Statistically speaking, UI is one of the most important features of an app to our clients. Without a solid foundation in user interface, it’s not common for too many users to return to your app. Native app development does have a stronger background in this field, making it the star of the show. By no means does this mean that you can’t create a solid or even stunning UI with hybrid development, it simply reflects that when developing natively you’ll have more flexibility.
Let’s take quick peek at what you knowledge you would need to obtain if you were to develop natively for each platform. For IOS development you would need to know either Swift or Objective-C. For Android you would want to know Java or Kotlin. Finally for the windows phone you would need to know C#. If you were going to develop natively for each platform that’s way too much to learn on your own. This brings us to the biggest selling point of hybrid development. For the time you save developing alone, it is without a doubt here to stay. You can also check features and benefits for Hybrid app.
There is one substantial flaw however. When using hybrid app development, you put the users data at risk. This is something you really never want to do, especially as a developer. You can only utilize all the available resources you have to protect client data with native development. You won’t be left entirely defenseless if you don’t develop natively but it’s a noticeable benefit and a hard one to overlook. Similarly it can be hard to debug using hybrid development as you are essentially playing with fire hoping new bugs aren’t introduced.
Even with those negatives looming, let’s end on a good note. What do we get out of hybrid application development? Well we end up with double the app at only half the price, that will always make it harder to justify not utilizing this method. Subsequently, development times are drastically cut as you don’t have to spend the time building both. Finally hybrid development let’s less skilled developers enter the arena, requiring fewer resources and knowledge, they can reach a larger audience without a handicap.
Now we address the big picture question. Will hybrid app development last? Without a doubt, but you have to answer an even tougher question. Will you use it? If you want to build apps faster, with less money and reach a larger audience you might want to take a chance. But you must remember this isn’t a magic solution, there’s a number of reasons as prestated to build apps natively and it’s not an easy decision. Either approach you take, I hope you gained some insight!
Factors to consider in hybrid mobile application development
Hybrid applications encompass native and web applications such that it reduces the development costs, offers comfortable access to the device data and also works offline with various OS and platforms. The combination of Javascript, CSS3, and HTML5 power helps in developing hybrid application with the recent frameworks such as Appcelerator, PhoneGap, Sencha, and lots more.
Technically, hybrid apps consist within a native wrapper a HTML5 web app. This is an app used for Android, iOS, and other mobile platforms. The recent technologies also include from Facebook and Google, the React Native and Flutter. These apps may be deployed easily across multiple platforms and it is the faster solution that is also cheaper to develop a mobile app.
Hybrid apps behave same as the native apps and work across platforms. Users can install the hybrid app on their device as they would install any native app, but the fact is that it is actually a web app. These apps types are run in Webview. Hybrid application development does everything that HTML5 can do and also incorporate the features of native apps. Actually, this is possible as a wrapper acts between platforms as a bride allowing to access native features.
A hybrid app comprises of two parts. The first is built using languages for the back-end code such as Javascript, HTML, and CSS. The second is a downloadable native shell and it gets loaded the code using a webview.
Hybrid mobile app Advantages
- Built on web technology so it is build easily and faster.
- Cheaper in comparison to a native app.
- One app suitable for all platforms.
- There is no need of any browser in comparison to a web app
- Access to the internal APIs of the devices that allows accessing storage, camera, etc.
- Faster to develop relatively than the native apps as a single code base is used.
Choosing the right app type
Prior to deciding to develop a hybrid app, there is a need for an organization to consider certain factors such as:
- The user target group?
- How users will access the app?
- Should the app need update frequently?
- Level of complexity of functionalities required developing?
- What are the development resources?
- Is there a need to use devices featuring native functionalities?
- What is the user experience you wish to offer to your users?
- Should it be readily obtainable in app stores?
Features and benefits of hybrid mobile app development
We are going to discuss Features and benefits of hybrid mobile app development, but before that let us know what a hybrid app is:
A hybrid mobile app is the one that offers a combination of both web and native applications. Hybrid app is also referred to as a web app, basically built using JavaScript and HTML5. This is later wrapped in a skinny native container providing access to the features of native platform. One such example is PhoneGap that is prominent to create hybrid mobile applications.
Mostly, hybrid apps offer the world’s best of both. This is a significant reason that the existing web developers have become gurus and they optimize JavaScript, pushing CSS to develop beautiful layouts, and write compliant HTML codes that operates on any platform and creates sophisticated mobile applications. The best part is you need not forfeit or give up the cool native capabilities.
The native apps are available on the device as installed, while the HTML5 apps reside on a web server. This may bring you imagining if the hybrid mobile apps store their files on a server or on the device. In fact, a hybrid app follows two ways of implementing:
- Local – You can have within the mobile application binary the Java Script and HTML as package. This will be similar to a native app. In such a scenario, you may REST the APIs to move forth and back the data between the cloud and the device.
- Server- You may implement the entire web application for better performance from the server using the UIWebview, a thin shell.
Features of Hybrid application:
- Integration with the file system of a device.
- Integration with web-based services.
- Functions regardless of whether the device is connected or not.
- An embedded browser that allows improving access to online content.
Hybrid mobile applications are developed similar to other websites. The combination of technologies such as CSS, HTML, and JavaScript, is put into use. However, hybrid applications target within a native container a WebView, instead of a mobile browser and this enables them in doing things such as access hardware capabilities in a mobile device.
Today, hybrid mobile applications work in browser built-in environment such that it works on different mobile platforms. It may be easily downloaded from app store on the home screen and one can interact with the hardware of the Smartphone APIs, camera, geolocation, etc. The user experience is good, while the feel and look of the interface is identical to the website.
Benefits of Hybrid Mobile app:
- High development speed.
- Access to the hardware API’ Smartphone’s
- User experience almost close to UI elements of native apps.
- Write code using HTML, JavaScript, CSS and you get iOS, Web-compatible software and Android.
Is there a need for you to consider Ionic mobile application development?
An Ionic mobile application is designed such that it works on multiple platforms. This is one of the biggest advantages of the app as it easily enables supporting cost-effective price points operating in multiple systems. The need to develop native apps in multiples is also not required, thereby saving time and money is assured.
Is there a need for an Ionic mobile application?
The need for an Ionic, web or native apps is difficult. At the same time, there is a solution to note how your app will be put into use. Here are a few questions that will help in comprehending a mobile app platform to be built for Ionic mobile applications.
- What are the platforms your apps make use of? In case your mobile app runs on multiple platforms such as Windows, Android, Apple, etc, you can save your time by developing an Ionic or web app. This is because this approach can be built once and maybe published across multiple platforms. On the contrary, native apps need distinct programming for each platform such as Java for Android and C for iOS.
- Do you need the features of the native device? In case you wish to use the features in your devices such as the GPS or camera, you have to develop an Ionic or native app. This is because a web app cannot easily access device features.
- Will your app get distributed through App stores? In case you have plans of distributing your app through the app store, there is a need to create a mobile app than any web app that is available from the web browser of the device.
- Struggling for a resource to develop? Developing mobile apps is not very simple. But if you need it for multiple platforms and have no access to mobile app developers, it is easier to develop an Ionic mobile app. You may use your coding existing skills such as CSS, HTML, and JavaScript than learning for each platform the specific language.
This reveals the fact that Ionic mobile app development is beneficial and a few benefits are:
Higher productivity
Mobile app development and Speed web in association with business logic capabilities and visual modeling, it delivers higher productivity in comparison to the traditional programming methods.
Supreme flexibility
Easy to collect feedback and to redeploy the apps as pre-required changes, thereby keeping the business relevant to the market.
IT overhead expenses cut
The back end integration and cross-platform development in one cloud platform reduces the costs of infrastructure and promotes the delivery speed.
The hybrid app has the answer to everything
Hybrid mobile apps are easy to be installed on devices the same as the native apps can be done. However, this is done by running through web browsers. The development of the hybrid apps is through the programming language HTML5. Nevertheless, the hybrid apps are a bit slower to the native apps, but they present the biggest potential for streamlining the process of development. You also do not have to maintain and build apps for each platform. This helps businesses in saving resources and time making it ideal for apps that are focused basically on delivering content.
Most businesses make use of the mobile app multi-platform formatting. The mobile companies keep finding solutions that are suitable to be developed as cross-formatted apps. Though the hybrid mobile app development is a bit complicated process, the benefit of it is that the end product is highly popular among consumers. This popularity has made it a marketable app. There are various high-quality tools specifically designed for multi-platforms and some of the few options available for your business developments to make use include:
- MoSync: This is a standard web programming providing the developer libraries, integrated compilers, device profiles, and useful tools. It also supports many operating systems and this includes Android, Windows, Symbian, and more.
- Widget Pad: This is a collaborative tool suitable for the open-source environment. It is of excellent use to develop Smartphone apps. The features source debugging, code editing, management, collaboration, distribution and versioning services. It may also be employed to create apps for the operating systems.
- PhoneGap: This tool permits the developers to create apps for BlackBerry, Palm, Android, Symbian, iTouch, iPhone, and iPad devices. It also uses the development languages well known such as JavaScript and HTML. There is an added bonus and that is this tool works the best with all the device hardware features.
- Appcelerator: This is a fascinating tool aiding the native mobile apps development in web programming languages. It is used per month on more than 1,000 native apps and offers the user’s easy access to more than 300 APIs, besides the location information. Your team may customize metrics for events and actions using this service, thereby all the data may be stored in the cloud.
Now that you get to know the available options with respect to the hybrid mobile application development, you must find the right team so that you achieve your goals in business.
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