Data Storage Decoded: Data Warehouse vs Data Lake Explained

Blog

The Future of Web Design

The development of 'the Internet 'has revolutionized the future of businesses. Websites are the new ideas that embody a company virtually, illustrating its essence and providing functions to keep clients engaged and delivering services online. Web Designing is an integral part of the overall Web Development. Looking back at the history of Websites born out of the origin of the Internet, the first batch was plain and had no interaction features. Internet in its "Web 1.0" phase was an extension of newspapers, and the Websites were basic digital newsletters. New aspects were added with the development of the Internet "Web 2.0" phase. Newer tools were available for web designers. An overall increase in internet speed resulted in the metamorphosis of "Website Designing" The Digitization trend following the widespread use of Smartphones, laptops, and other virtual devices that feature internet services has made "Web Designing" more complex and diverse. Currently, websites are:The digital physique of a Brand- An augmentation of their services- An exhibition of their identity and vision- A connection tool with their usersTo determine the Future aspects of Website Designing, we will be talking about:1. The Importance of Website Designs- how they impact a website’s performance. 2. How the current tech trends influence "Website Designing."3. The probable future of Website Designing.1. The Importance of Website Designs - How they Impact a Website's PerformanceWebsites exist as the digital presentation of a Brand's being. Hence, each Website needs to have a unique style that expresses a brand's ideals. According to "The Digital Excellence Awards," 38% percent of people stop engaging with a website if they find it unattractive. The Visuals of a website need to be appealing as they express the entirety of a Brand's being within a few frame spaces. Product images or any other visual elements used in the Website should be of acceptable quality and well-sorted copyright ownership.a. The usage of particular colours that a brand is associated with, through its logo and other expressive elements, is beneficial for the Brand's Identity. Furthermore, colours are psychologically more expressive; hence they tell the Story behind what a Brand seeks to portray. b. Fonts and the Layout Structure of a Website also influence a Brand's Identity. For example, an easily readable Font promotes the content present on the Website to larger audiences. Similarly, a minimal layout that highlights the main elements of the Website and looks decent and organized seems to bring in more users. c. Accessibility is another important element in website designing. The features of the Website should be easily accessible to everyone. A good Website is one that everyone can use, irrespective of differences in abilities. For example, a global brand needs to speak about its ideals in multiple languages so that users worldwide can engage with it.The new "Inclusive Designs" trend talks about making technology accessible to all by adopting a design style operable by everyone, irrespective of any permanent or temporary disabilities. It includes using design illustrations representing all ethnicities and reshaping AI into a Non-Biased one. "Inclusive designs," if adopted while Website Designing, can increase the number of users to a great extent and upgrade the Brand's reputation. 2. How do the current technological trends influence "Website Designing?"a. Augmented Reality and Virtual Reality - Modern technological trends like AR and VR are changing our perception of reality. AR allows us to see our everyday world differently, and VR transcends us to a new virtual reality dimension. With these emerging technologies, the UX designs are surpassing their previous forms. The experiences that these technologies introduce are unique and highly immersive. As a result, the industry is ever-expanding, and new scopes like healthcare, tourism, manufacturing, media, etc., are also included in its aspects. Using the technologies of AR and VR, newer forms of interaction can be developed for a website. For example, tourism companies can showcase the experiences they deliver through Virtual Reality, while clothing brands can promote their products by advertising them through Augmented Reality. Future of AR and VR UX designs3D Space - While most of the Website design trends of the current world are 2D in nature, VR and AR work to craft a 3D version of reality. So, designers have to construct 3D interfaces.While designing, it is essential to consider things like comfortable VR space, motion sickness prevention, comfortable interactions, the safety of users, etc.Interactions are multimodal. In VR and AR, interactions with digital objects are done by moving the head, hands, fingers, and other body parts. The hardware can also monitor one's verbal and gazing abilities.Audio - To make the VR space more real, audio design plays a crucial role. It creates a sense of immersion in Space. The diversity of user physicalities should not be ignored while designing the UX of the Website. b. Chatbots - Chatbots are automated AI programs that ensure user engagement on a website. This AI program trend has already started to flourish, and businesses are using chatbots to provide answers to their customers' queries 24/7. Influevsive.com mentions that -"The Grand View Research states, the chatbot market would be worth $1.23 billion by 2025. According to an Oracle survey, 80% of individuals have used or plan to use an online chatbot by the end of the decade.One can program Chatbots to communicate in a human-like manner through a text interface, and they can engage a user by giving the required information. Chatbots are used in diverse types of Websites as they are easy to use and very functional. In the Future, Chatbots are more likely to be smarter due to machine learning algorithms; for example, they can serve as personal assistants while using e-commerce websites.  c. Voice Interfaces - Voice UI gained popularity in recent years with virtual assistants like Siri and Alexa. Voice User Interface brings out a new series of UX designs, which works well even without a digital interface. This UI design has eliminated the requirement of a visual device for displaying information; instead, we have seen how non-visual interfaces like "Amazon's- Alexa" "Google's- Echo" and other similar products gained a popular demand among the users.Talking seems to be the most natural of human interactions, and hence with VUI, talking with virtual assistants in devices enhances the user experience to a different level. This technology also impacts the lives of people who are physically impaired.There is a potential inclusion of Voice Interface in the future of Web Designs. Voice Interface is an easy and convenient mode of interaction, and about "71% of users prefer doing a voice search in queries instead of typing."- Userguiding.com Voice UI helps the website stand out and provides a unique user experience that is more human-like. It also offers hands-free commands ensuring better multitasking experiences, and includes visually impaired users to avail the website's services. However, better and more engaging scripts, better speech analysing functions, user privacy, etc., need to be considered for a more appealing UX.  3. The Probable Future of Web DesigningThe current trends in Web design determine its upcoming future. Presently Web Designing is a flourishing field, and it comprises UX and UI designers that look to make Websites more appealing and easily operable. It is a space that mingles elaborative coding knowledge with artistic and creative insight. Basis the U.S Bureau of Labor Statistics report, the job outlook for web designers will increase by 8% through 2029, and 14,000 new web designing jobs will increase every year through 2029.The new technologies that have been surfacing in recent years modify the aspects of Web Designing accordingly. More contemporary and more innovative developer tools are eradicating complex functionalities while designing a website, making designing more convenient. From debugging a code to increasing its accuracy, these new developer tools are shifting the approach of Web design into a more advanced form. With the adaptation of Data - analysis services, companies have now switched to designing websites based on user demands. A good understanding of the metrics can highlight to a designer the areas they need to optimize and the spaces they need to work on to get a lesser bounce rate and more traffic. Coordination between Data Analysts and Web Designers increases the potentiality of a website’s success. Further usage of AI-enabled Data Analysis promises custom Web designing by learning a user's choices. The new trend of pageless websites is also gaining users' attention due to its seamless user interface and intriguing structure. The interface of pageless websites is adaptive on mobile devices, making it an efficient and fluid interface. All the essential information is displayed on the screen in a story-like format which increases user engagement and focus. A low-cost margin is another reason why pageless websites are gaining prominence. Websites are getting smarter with time. Features like Layout adaptation based on device resolution, easy language conversation, location-based website modifications, and personalized user experiences have shaped the present-day Websites into a more modern and futuristic manner. In addition, web designers can adapt more features with upcoming advances in technology. The aspects of Web Designing alter as newer ideas and tools emerge. The Future of Web Designing is directly associated with the Future of the Internet, which is blooming due to exposure to more unique ideas. Concepts like "The Metaverse," "IOTs," and the like strive to change the future of the Internet. Web Designing, which is already in a good stature, holds tremendous potential in the future. Are you on your digital transformation journey? Want to revamp your website with modern technological tools and trends?

Blog

5 major differences between Android and iOS App development

Mobile Application Software is a significant investment. If you have an idea that might get smartphone users hooked to your App, for all the good reasons, you will be making Millions! The Mobile Application Market has grown from USD 154.05 billion in 2019 to USD 170.52 billion in 2020 and is expected to reach USD 366.34 billion by 2027.But the one thing that becomes the cause of confusion while looking into Application Development is which platform App Engineers should go with. The presence of two smartphone operating systems - Apple's iOS and Google's Android, makes choosing one a difficult crossroad. There are several advantages and drawbacks associated with both platforms. So before investing your money in the next Revolutionizing Application Software, you might want to choose a firm base for its operation.Here are 5 major differences between iOS and Android App development1. Target Audience- iOS devices are known for their high price value and an overall excellent performance statistic, which inclines the customers' loyalty. On the other hand, Android devices are comparatively cheaper. Hence, an extensive User pool is created, but there are more factors that one must consider while choosing a particular platform.In the plain picture, Android users dominate the iOS users in matters of numbers. While IOS users only take up about 16% of the World's Population, Android users surpass them by 80%. This statistic might support Android users' predominance, but when looking at the data of people who own an iOS device, they have a higher range of income and spend more time on the phone. As a result, these people are more likely to pay for your application services.In terms of User reach - Android dominates the market.But in terms of profit, The Apple App Store has a larger market. "As of 2019, the Apple App Store has earned $155 billion in revenue for its app developers since the store launched in 2008. By comparison, in 2019, Android developers have only earned $80 billion since launch."- Mooc.orgWhile choosing a platform one should analyze two questions:Which audience is the App more specified to? And How are you planning to regain profit via your Application?Cross- Platform Apps - If you are opting for a greater reach, there is another way in which your application will be launched on both of the platforms, aiming for maximum User exposure. Cross-Platform Apps are cheaper than native apps, and they function with better speed and reusable codes. Still, on the other side, they are limited in flexibility and are complicated to process and maintain.2. Programming Language - While analyzing differences between Android Apps and iOS Apps, the most distinctive difference is the usage of different Programming Languages. Android Apps are created via Java or Kotlin programming languages which are more elaborative and complicated, While iOS Apps require the Swift programming language for their development.Swift- Requires lesser inscription of Codes; hence the Coding process is faster and easier. It also allows high-interaction interfaces.Java- Java can develop your Application as a cross-platform app, as it enables you to conduct web development, server work, and mobile app development, all in a single place.3. Development Tools - There are specific development tools for Android and iOS Apps. Android Apps have been created through Android Studio, the primary IDE (Integrated Development Environment) for native Android application development, since 2014. The free software launched by Google functions as an intelligent code editor and encompasses the features of Code templates and GitHub integration, multi-screen app development, etc. IOS Apps are crafted through- Xcode, the center of the Apple development experience, released in 2003 by Apple. The Xcode includes Command Line Tools (CLT), which allow UNIX-style development through the Terminal app in macOS. The program tools operate on particular programming languages; for example, one can only use Swift Programming language in Xcode. 4. Design - Android App designs are guided by 'Material Design' on the other hand iOS Apps are built under 'Human Interface Guidelines. The distinctiveness of Designs between Android Apps and iOS Apps can be easily figured out.IOS Apps are more packed with content than the designs, and thus the App layouts are straightforward with broad white spaces in use. In addition, UI designers focus on shadows and gradients and amplify the depth of the Application Design. Android Apps are packed with more colours and designs that reflect the Real-world. Colours and Motion are the defining factors for Android Apps.Here are some differences between Android App and iOS App designsNavigation bar placement - In Android Apps, the navigation bar is placed in the left portion, while in iOS Apps, it is centrally aligned.Device fragmentation - Multiple Android OS versions make it difficult to design an Android App. A series of different screen sizes and layout proportions and buffering app interfaces on low version Android devices make it a complicated designing process.Widgets - Widgets are graphical user elements that display pieces of information and engage in user interaction. These Widgets are extensively supported by Android Apps, while on the other aspect, iOS Apps are still getting a hold of Widgets in their interface.5. Cost and Profit strategies - Even though it seems costly, one can do App Development on both Android and iOS platforms for free. The free tools given by Apple and Google can craft an excellent Application. But when you seek professional services and perfection, your budget can rise. The creation of an Application may or may not include financial outputs, but the actual expenditure begins when you launch your App in the market. iOS apps require a deposit of $100 per year with higher enterprise prices, while Google Play Store demands a one-time fee of $25. The acceptance procedure of Applications in the iOS market is also very lengthy and requires a longer time as compared to that with the Android Applications. The Apple experts conduct detailed tests and elaborately analyze iOS Applications. On the other hand, Android Applications easily get through the market tests, but they suffer in their service qualities.The Profit Strategies are also different in both cases. Android Applications gain profit through Ads mostly, while the iOS Applications ignore them to ensure users' convenience. The in-app purchases are more significant in Android Apps, but the transaction cost is higher in the case of iOS Apps. The primary strategy for gaining investment returns in the case of IOS apps is Paid applications. 11% of iOS gaming Apps include payments, while the percentage falls to 7% in the case of Android gaming Apps.In a nutshell, While Android Applications dominate the numerics, iOS Applications generate more profit. Want to learn about Mobile App development in detail? Contact us for a FREE consultation today!

Blog

How to choose the right Machine Learning Algorithm?

When considering machine learning algorithms, you will find there is no particular solution or one approach that fits all. There are numerous factors that can affect your decision to choose an ML algorithm.Some problems are very explicit and require a unique approach. For instance, if you look at a recommendation system, it’s a very common type of machine learning algorithm and solves a very exact kind of problem. While some other problems are open and need a trial and error approach such as supervised learning, classification and regression. They could be used in anomaly detection or could be incorporated to build more universal sets of predictive models.Further, some of the decisions that we make when choosing an ML algorithm have less to do with the optimization of the algorithm but more to do with business decisions. Here we compiled some of the factors that can help you narrow down the search for your machine learning algorithm.Understanding the DataThe type and kind of data play a vital role in determining which algorithm to practice. Some algorithms can work with smaller sample sets while others require tons of samples. Few algorithms work with certain types of data sets e.g.  Naïve Bayes works well with definite input but doesn’t respond to missing data.Recognize your constraints•    Check data storage capacity in order to store gigabytes of classification or gigabytes of data to the cluster.•    In real-time applications, it is obviously very important to have a swift prediction•    Data learning have to be fast in order to rapidly update your model with a different dataset.Identify the available algorithmsOnce you understand where you stand, you can identify the algorithms that are applicable and tangible to implement. Some of the elements persuading the choice of a model are:•    Whether the model meets the goal of the business•    The accuracy of the model•    How reasonable the model is•    Performance and time it can take to build a model to make the right predictions.•    Scalability of the modelLogistic RegressionLogistic regression provides a probabilistic framework to receive more training data in the future that you want to be able to quickly incorporate into your model. Logistic regression can also help you comprehend the contributing factors behind the prediction.Decision treesDecision trees can easily handle feature interactions and they’re non-parametric, so you don’t have to worry about outliers. One drawback is that they don’t support online learning, so you have to rebuild your tree when new examples come up.Support Vector MachineSupport Vector Machine is a supervised ML technique that is broadly used in pattern recognition and classification problems.Naive BayesNaive Bayes is known to outperform even highly sophisticated classification methods and used for very large data sets.Neural networksIt is used to predict the class by establishing a link between neurons. With Neural networks, extremely complex models can be trained and utilized to perform unsupervised learning tasks, such as feature extraction from raw images or speech with much less human intervention.It is difficult to shortlist at first which algorithm will work best. Being able to combine and balance to solve a machine-driven problem is crucial and those who can do this add the most value. So consider all the points above to develop the right solution and at the end assess the performance of the algorithms to select the best one.