How AI is fitting right into music streaming app development & transforming it?
Posted on August 12, 2021
Technology has fueled the growth of the music industry in ways that one would have not imagined three decades back. From the nostalgic days of cassettes to the times of MPs and CDs and the current digital disruptions through music streaming platforms, we have come a long way. The industry has benefitted from rapid technological advancements in line with any other industry.
Today most of us are too occupied in life. No one has the time to go through the list of songs, sort out their favorite songs and add them to their playlist. This is where technologies like Artificial Intelligence and machine learning comes into the picture. They give users what exactly they are looking for – access to all favorite songs without them putting too much effort.
Features of Music Streaming App Development and how AI fits in perfectly
Let us understand different features of music streaming app and how AI perfectly fits into the app –
1. Quick access to millions of songs:
You only need a tap on your smartphone to start listening to your favorite music.
AI makes accessing music a cakewalk – Using filtering engines, which scan through thousands of newly uploaded songs to develop playlists and recommendations targeted to each individual, AI eliminates the need for users to browse through thousands of songs to pick out their favorite songs.
If you have selected your favorite genre, AI not only suggests songs from that genre but similar songs from other genres and transforms your music experience.
Unlike the time of CDs and cassettes, when to listen to a new song, you had to pay money, the streaming apps are very affordable. In fact, the basic version of these apps is free.
Users do not have to pay per song, but rather paying per month or per year for unlimited songs from unlimited artists.
3. Unlimited storage and personalized playlist:
Earlier, an average person could only afford a song collection of 200-400 songs for two reasons. First, the cost was high, so limited buys, and second, the storage issue. A music stream app allows users to have access to millions of songs without storage issues.
Today users expect technology to suggest them songs. With help of AI, algorithms can be created to suggest songs to you similar to what you have listened to earlier.
The app can examine millions of users, check what others are listening to who have a similar playlist to a user X and then show user X, related music in his feed.
A music streaming app uploads thousands of songs every day, and a user only may be interested in a selected few, AI gives them exactly that.
4. A place for artists:
Improved search engines and customized suggestions can profit new artists who need to contact a more extensive crowd and get their music noticed. New upcoming artists have a ready platform where they are sure to get good exposure.
As per experts, the application of AI in the music streaming industry is still in the early stage (and yet it has done wonders). In the coming years, it will completely transform the industry. At present, AI suggests songs based on your previous choices. In the future, it may read your heart rate and stress level to suggest songs to you.
Robotic Process Automation: Everything You Need To Know
Posted on July 7, 2021
Robotic Process Automation (RPA) provides anyone with the ability to automate digital tasks using software technology. With RPA, software users create software robots, also known as “bots”, which can be trained, mimicked, and used to execute rules-based business processes. With RPA automation, digital actions can be observed and used to build bots.
An RPA bot can interact with any system or application and can be considered a Digital Workforce. These bots can perform tasks such as copying/pasting, scraping web data, making calculations, opening and moving files, parsing emails, logging into programs, connecting to APIs, and extracting unstructured data. The fact that bots are designed to function in any interface or workflow means all existing business systems, applications, and processes can be automated without having to change anything.
When combined with AI and machine learning, RPA is capable of capturing more context from the content it is working with using optical character recognition (OCR), extracting entities like names, invoice terms, or addresses using natural language processing (NLP), or adding context to images, like automatically estimating accident damage in insurance claims.
Benefits Of RPA
Due to the large volume of transactions, and the benefits that can be realized within a short period of time, this system is quickly gaining popularity, primarily in the banking and finance sector. Automating can create a significantly larger benefit than improving the manual processing hotspots directly. Scalability is the key to staying, performing, and staying on top of your game with the RPA platform.
As a result, there are the following benefits:
The use of robotics can result in a 25-50% reduction in operational costs. Robots can operate around the clock, and take no vacation. Humans work eight hours a day, five days a week, and take a predetermined number of annual vacation days. The business could achieve visible gains from automating some of the manual work done by humans.
- Accuracy and Quality:
Using RPAs, processes that are likely to contain human error can be made more accurate, thereby increasing efficiency. They are consistent and reliable and don’t complain when they are expected to work tirelessly. In addition, re-works are drastically reduced, while the output quality is dramatically improved. There is no ambiguity in the robots’ actions, which produces 100% accuracy in the results. RPA maximizes the organizational capacity by optimizing capabilities.
- Increase In Customer Satisfaction:
Customer and client satisfaction is increased when high-quality work is delivered with high accuracy and improved customer/client interactions. This only enhances the business’s goodwill.
The fact is that robots are a safe, non-intrusive technology that doesn’t interfere with humans’ natural systems and delivers perfect consistency across the board with each and every activity.
- Increase in Employee Productivity:
Robotic process automation facilitates human and robot collaborations for the benefit of both. By automating mundane tasks, RPA will free your employees to focus on what they do best: client and customer interaction, relationship management, and other such critical activities which will lead to a better outcome. Better business can only be achieved by having satisfied clients and customers.
In addition to the revolution in process efficiency and increased productivity, advanced technology is changing business models and the way businesses operate. Several analysts speculate that RPA could even create a parallel economy that is connected to the physical economy concurrently to maximize knowledge work and speeds it up.
The Role of Virtual Reality in Mobile App Development
Posted on April 20, 2021
Virtual Reality is a disruptive technology that has been proving time and again that it is a powerful sales and marketing tool for all kinds of industries. It has been gradually expanding and is on the verge of exploding. Most app development companies have long realized the potential of integrating trending technologies like Augmented Reality and VR into mobile development and take it to the next level.
The traditional mobile app technology is now facing challenges from the newer technologies. Today, companies are looking for creative and attractive methods to connect with new customers and retain the already existing customers. With the wide adoption of technologies like AR and VR, the need to include something distinctive has become greater than ever!
Some of the tips that few top-rated mobile app development companies have shared to create apps that make impact are as follows:
- VR Apps are a lot different from 2D apps. Our mobile phones have been created with a typical design and has limited visualization, however VR enables going beyond the boundaries. There is no limited framework for any developer in VR and it enables them to give the customers the best user experience that they can. With VR, they have the chance to work upon the entire panorama.
- It is imperative to test the working of VR apps. The developers might have to undergo a lot of hits and trials so as to develop the best app they can come up with. It might take a lot of time but at the end it would be worth it.
- It is very essential to keep the priorities and usage of the customers on mind while developing the apps. The user-comfort and the ease of using the app should be the first consideration. It has been widely observed that pre-defined plans often do not work out. Thus, it is advised to keep an open mind and go with the flow by keeping the focus on target audience.
- Be open to the reviews and feedback. Remember, your audience is the best critic. This is because; in the end you want the app to work smoothly and seamlessly.
- Marketing the app is also an essential part of the entire development process. As competition in the VR app development market gets intense, interactive marketing by using graphics, videos and photography works wonders. This also helps in enhancing the impression that the app creates.
- Many e-commerce apps have incorporated BlockChain technology which enhances security levels and also improve tracking of transactions. This is one of the trends that have been on rise since 2020 and is expected to grow this year too.
Virtual Reality’s high prevalence goes a long way to showing us that it’s not just for gaming anymore. Businesses can use VR-based business apps as an interactive tool to bridge the gap between them and consumers. Several leading brands, including eBay, IKEA and Walmart, have long switched to virtual reality mobile app development services to make the most of this technology to attract more customers, causing a rise in the number of VR apps on the market. Innovation is an ongoing process in the digital world and in the current mobile development scenario, VR is here to stay!
Octos Global is recognized by Techreviewer as a Top Mobile Development Company in 2021
Posted on April 1, 2021
Octos Global has been named one of the top mobile app development company by Techreviewer.co. The list of leaders was compiled based on expertise, experience, quality of services, and reliability of the development companies. To make an assessment Techreviewer collected information about our services and client’s reviews. Their research placed us in the list of mobile app development companies out of over 700 competitors.
Techreviewer conducts annual research and regularly updates market leader lists. Analysts’ findings help those who are looking for service providers of complex technical tasks.
Octos Global is known to be headquartered in the United States, California with offices all across with great team and expertise.
Octos Global is a reliable service provider of high-class app development services and business solutions for companies of any industry. Possessing deep practical knowledge in various fields, the company helps its clients to solve their business challenges as soon as possible, while maintaining high quality and efficiency and budgets.
Techreviewer is an independent IT market research and analysis company. The platform helps to find the best companies that provide high-quality IT services for technical support, development, system integration, AI, Big Data, and business analysis. As a result of objective market analysis, the Techreviewer platform determines the most successful and reliable IT companies and makes top ratings for each of the service categories. Techreviewer’s ranking lists help organizations select the right technology partner for their business needs.
What would be the best for your business having a Stack Developer or Specialized Developers?
Posted on November 20, 2020
Businesses today be it the small, medium or large need every advantage they can get and that is why everyone is looking to have an online presence via the application segment. Businesses today want to get to a larger audience and create a niche for themselves and have a competitive edge and a way to do that is to hire a mobile development company to develop an application for their business.
While developing an application the first element that needs to be taken into consideration is the type of developer we are going to hire that is are going to go in for a full stack developer or a specialized developer to help you develop your mobile application.
Full Stack developer vs Specialized Developers
As technology is developing everyday , we also have new and advanced technology for mobile application development, be it the platforms that they are developed on or the interface software used to develop an mobile application or the kind of developers that are used to build these mobile application. Be it a full stack developer or a specialized developer your hiring, you need to know which developers that is full stack developers or specialized developers will give you the best results.
What does a Full Stack Developer Do?
A full stack developer is someone is who is highly competent and has an array of skills that allows them to work right from the front end to the back development of the mobile application development process. A full stack developer understands the inside out of the application and as he interacts with the client he can explain and deliver the application exactly how the client wants it to be.
What does a Specialized Developer do?
A Specialized developer is someone to whom a specific task is assigned to while developing the overall mobile application. A specialized developer is chosen based on his/her skill set and how knowledgeable and skilled he/she is in the field. They understand the ins and outs of that task and are well equipped to handle, identify and work out any skills that may arise while completing the assigned task.
Components to consider while choosing a Developer
Before hiring a mobile application development company and developers be it a stack developer or a specialized developer there are factors and elements that need to be taken into consideration. These factors include:
- Size of the business
- Magnitude of the business
- Investment and Budgets
- Level of complexity of the mobile application
Which would give you the best results:
Hiring an application developer is an important factor to consider while developing your mobile application as it can make the difference between success and failure of your application.
A stack developer is engaged from the back end to the front end of the project and he is aware of every small and detailed aspect of the mobile application development which gives them an edge over the specialized developers. This will come in handy if you face any glitches during the testing phase of the application or while developing a prototype as it would save a lot of time as the stack developer will know what exactly the problem is and how to fix it.
One other advantage of hiring a stack developer is that they are the developers who work with client, idea with them and then translate this into the mobile application process. As the are in direct contact with the client they understand better the expectations of the client and can deliver the application as per the client specifications.
Hiring a team of specialized developers can be an expensive affair. They are highly skilled, and they are only going to be able to perform a particular task in the mobile application development process. A stacked developer comes at reasonable budget, is a jack of all trades and knows the application from scratch to finish.
What to choose
Mobile application process is detail oriented and the success of your mobile application depends on the choices you make. Each choice comes with its set of advantages and disadvantages. Before making your final decision you need to analyze and study all the options and choices available to you. Factors such as what type of an application you are developing, what kind of an interface are you looking for and the level of complexity of your mobile application needs to be considered. After that you need to decide which developer that is stacked developer, or specialized developer will fit in and give you the results you are looking for.
Online Learning Is Gaining Popularity Due To Covid-19 Pandemic
Posted on May 18, 2020
Most of the teaching has gone remote. Because of COVID-19 pandemic, most professors and students suddenly find themselves forced to use blended technology as they teach and learn. Colleges and universities have shuttered their physical campuses in the face of the spread of COVID-19, they have moved their courses to remote and online formats in rapid fashion.
How is the education sector responding to COVID-19?
The primary reason that universities and schools have been able to do online learning classes is that the technology stack has evolved a good bit in the last four years.
In many respects, the education industry’s move to remote instruction rhymes with the work-from-home move in enterprises. Video conferencing platforms such as Zoom and WebEx are being used heavily as are learning management systems like Instructure’s Canvas, Blackboard, and Google Classroom. In addition, there are enabling software such as Proctorio, a Google Chrome extension that monitors students taking exams online.
Many online learning platforms are offering free access to their services. Think and Learn app, BYJU’s has seen a 200% increase in the number of new students using its products. In future, we will be witnessing a lot of website and mobile app development specifically made for educational purpose. There have been already different types of Edtech software booming providing effective
A Cultural Change in Education Industry
Like all technology shifts and transformation efforts the biggest challenges usually involve cultural change – studying from textbooks and notebooks and switching it to.
There are few things to ponder:
- Taking online learning class requires discipline. Education requires discipline too, but with less awareness of blended learning, one has to accept the fact that online learning is going to favor a certain type of student over ones that are trying to find their bearings on their own timetable.
- Learning will be digitized. Paper is somewhat comforting, as are overpriced textbooks. Both are not going away; however, this process change will mean the faculty has to go digital and change their teaching styles.
- Analytics will become more prevalent. All you need to do is see some of the analytic capabilities in learning management systems to know that there will be a barrage of new learning metrics to ponder for students’ and faculty’s effectiveness.
Corona Virus has accelerated changes in the educational system
The spread of COVID-19 has led to the closure of educational institutions all over the world. Such closure accelerated the development of the online learning environments within those institutions so that learning would not be disrupted.
Many were not prepared, but it is important to review the reasons for offering students online classes, which go beyond periods of confinement:
Reasons why online classes learning is gaining popularity:
- It offers highly effective learning environments
- It offers interactive supports that allow students to study 24/7 and work at their own pace
- Flexible scheduling
- Available in any location, with an internet connection; students can attend using their devices computers, tablets, etc.
- Gets you direct teacher feedback
- Real-time student monitoring and corresponding reports
- Allow franchises to share schedules and classes online using Cloud services
- Improve the image of your center by offering technological solutions that solve real problems
Online education becomes a strategic priority for all
Online learning will be recognized as core to every school’s plan for institutional resilience and academic continuity. This post-pandemic there will be a huge digital transformation the way how schools used to plan, manage education. Gone will be the days when individual schools within a university will be able to go their own way with online education.
If there is one big thing that COVID-19 has taught us, it is that it is a mistake to outsource core educational capabilities. Teaching and learning are core capabilities of every single institution in education industry. Schools that invested in their learning design resources, by both hiring instructional designers and by reorganizing campus learning organizations into integrated units, were able to manage relatively efficiently the transition to COVID-19-required remote teaching and learning.
What will happen more and more is that campus instructional design capabilities will be centralized and augmented. Schools will move away from all-inclusive revenue-share models for partnering with OPM (Online program management) in developing and running online programs.
7 Strategies Businesses To Respond During Corona Virus Outbreak
Posted on May 7, 2020
Corona Virus outbreak has disputed worldwide businesses. About 85% of the businesses globally have anticipated the revenues to be declined over in the next 6 months. There isn’t much you can’t do, with countries globally being locked down, but you can take steps to protect your company from being financially crippled. Though there is no one size fit solution for all businesses, the following are the strategies given by the industry experts that will help your business keep you afloat surviving the pandemic.
1. Identifying the challenges to your business
In order to let your strategies implement and work effectively, a good starting place is to make a list of challenges that your business is facing during this pandemic. It is crucial to strategize for different scenarios and take every possibility into account.
Consider everything from the disruption of supply chains to difficulties in communication, generating leads to gaining customers and competition with other businesses in your market. Regardless of how you think the outbreak is going to pan out and how it might affect you, plan for every scenario, including the worst you can imagine.
2. Be Proactive, & Communicate with Your Customers Now
Your customers, as well as potential clients, will be reassured by seeing that you’re available to address the potential issues. What’s more, you will be stepping up your game to not only do your part but to take care of them.
- During pandemic let your customers/clients know that you are open for business.
- Don’t assume people know you’ve taken additional precautions to keep them and the community safe.
- Get these communications out to your clients via email, your website, social media, etc.3. Finding new leads and customers – this is the right time
As most of the businesses are focusing on the present situation – struggling to maintain normal running operation, this could be a perfect opportunity to build a new network of prospective customers. Put your time and efforts in generating new leads which ensure that this pool of potential customers to rely on once things have calmed down.
When you are looking for new clients at a time when most of your competition is going through a crisis, you’re showing your customers you’re on top of things.
4. Forecasting the cash flow
Your company’s survival depends on addressing financial/liquidity issues during this crisis. You must consider your cash flow needs looking ahead after thoroughly reviewing fixed and variable expenses. Seize every opportunity to maximize cash inflow by offering cash reductions to customers and clients who pay more quickly.
When negotiating with your vendors, keeping in mind that many of them are facing the same issues you are. Create a 12-week cash flow forecast, which should be stress-tested to explore likely scenarios, including worst-case scenarios.
5. Reaching out to your potential contacts
Establishing and maintaining healthy channels of communication with your clients and collaborators during such times is crucial. Be proactive and call each of your key business relationships—customers, suppliers, partners, consultants, and anyone else critical to your company.
Ask how they are doing and vice versa. Let them know that you want to work with them to find possible ways for everyone to make it through the current situation. This gesture of sincerity and goodwill is sure to be appreciated by these individuals.
6. Communicate transparently with your existing customers
We all know that everyone is facing this crisis together, so be transparent about what your business is going through. Customers can empathize with their brands facing a crisis if you communicate with them properly.
Communicate with them about the steps you’re taking to mitigate risk and give them insight into the steps you’re taking to help the community. Keep your employees and your customers safe by being as proactive as possible about cleanliness.
7. Don’t Panic And Don’t Stop Selling
Avoid panicking, it is never going to help. And stop assuming that it is the end of the world. Instead, keep selling and prospecting. Most of the businesses are now seems to be on the verge of panic because of coronavirus.
Life may not totally go back to normal right away. So, look for ways you can adapt and keep doing business. Your business deals may get stalled in your pipeline. But make sure you keep them warm. And keep checking in with your leads. Some companies may hold back on investment until the uncertainty resolves. But look for the first signs where you can make up for some temporary losses very quickly.
There is no telling how this situation will unfold. Things might return to normal within a few weeks, or we might be facing a worldwide recession a year down the road. For businesses of all kinds, it’s important not to give up, and by implementing the above strategies can help them to remain adaptable and flexible in order to remain successful.
So, get creative and brainstorm different ways you can still deliver your service or products. It is important to be flexible and adapt your services so that they are not only useful during the outbreak, but remain the best choice once everything has calmed down.
Download these Applications During this Isolation
Posted on April 22, 2020
The world as we know it is changing, we have been quarantined either due to exposure or are doing our part to socially distance our self to help prevent the spread of the virus. This lockdown has seen record breaking download of applications. After so many Netflix must watches and the work from home, we are most likely to get bored. So, we are recommending applications you can download and keep yourself occupied during the quarantine.
Best Applications to download this Quarantine
Nike Training Club
An application that is good for your health and body is a must have. Since we cannot go out to our gyms or even for a run, it’s important to keep ourselves healthy and fit. This application offers about close to 185 free workout options and different levels of skills which cater to different goals such as strength, endurance and mobility training and you can choose them according to your preferences.
An application designed to spread positivity, cheer people up and to remember never to give up all done through the power of quotes. With about close to 160 variety of categories to choose from, you can either read other peoples quotes or create your own. It could be a simple text quote or image quote or a video quote that you can create and also share them across various social platforms. download this application and help spread some cheer during this tough time.
If you are working from home, and if you are not used to it then there is chance you may face a lot of distractions and it can be a challenge. So, in order to make sure you manage to keep your productivity in line download the application Todoist. It will send you regular reminders and help monitor your deadlines.
We all are maintaining a social distance, but that does not mean in the virtual world we cannot connect with our friends and family. Instagram one of the most popular video and photo sharing applications helps you remain in touch with your friends and family. Not only can you post pictures and videos but can also explore a variety of features that it has to offer. Get creative and get connected via Instagram.
Sometimes you need a break and also, it’s the best time to develop a new skill and learn something new and fun. Recreate and enhance your photos using this application called Genie lens. It helps add fun elements and features tour photos. Its extremely easy to learn and can brighten your photos but making them look naturally beautiful at the same time.
In this time, we need to make sure our mental health is given as much importance as much as everything else. Take some time out to meditate, to exercise and to just spend time doing a hobby you enjoy. Take time to express gratitude, to be thankful and just stay upbeat and positive. Downloading a mindfulness application can help you do that.
Words with Friends
The board game scrabble is now online. A fun, addictive and intellectual game, it allows you to play with up to 40 people. It alerts you when it is your turn to make a move and you can either play with your friends or random people. This game will help expand your vocabulary.
Self-isolation, social distancing and quarantine time has brought down the time we spend out time with friends and family. This application comes to your rescue and allows you to see and hear your friends and family from the comfort of your living room. It allows up to 8 people on video calls and notifies you when you friends and family come online.
Stay Safe and Stay Healthy
During this tough time, we not only need to be safe and healthy, we need to take care of our mental and physical health as well. Our health and safety are in our hands and we have technology to help us face these times. So download these applications and make sure you keep yourself occupied in the quarantine time.
Quality Testing – An Important Factor for Mobile Applications
Posted on March 27, 2020
Mobile phones, applications and their functions over the last decade has changed and become an integral part of our routine. Mobile applications are being launched and developed to fill the needs of users as and when it arises. The technological segment has exploded and is expanding at a rapid pace and to keep up with this, applications are being developed overnight. But are these applications being thoroughly tested before being launched? Imagine launching an application that has been tested only at basic level, only after launch to be discovered that the application has a lot more problems than what it had been tested for.
As technology grows more advanced, thousands of applications being launched, only a few of the applications are successful and leave mark on the applications world.
Apart from offering new and innovative applications, you need to ensure your application is free from any hiccups when launched. This is where application testing comes in and plays an extremely vital role. Applications can be tested using either the automation testing process or the manual testing process. The application that offers a superior quality has a higher chance of success as it reflects that the business prefers quality over quantity. Quality control is most often overlooked when it comes to application development. Testing ensures that the quality of the application is maintained.
Before deciding the type of test to use, let’s see what the essential factors are to keep in mind while testing
Key Areas of Concern while testing:
- GPS activation
- Screen look and design
- Types of mobile brands and their hardware’s
- Platforms and types of mobile application (web based, native or hybrid)
- Operating Software
Automated testing and manual testing are the types of testing tools that can be used for application testing and manual testing. Testing applications will give you an idea of how the features of your application function, what is your applications final outlook going to be , which feature of the application is going to be placed where and how user friendly is the application , what are the glitches likely to happen and if any outside variables can effect the smooth functioning of the application.
Using automation tools created initially by developer to execute the performance of an application in a test environment is what automation means. Automation testing is comparatively faster but not very flexible. Automation tools allows for testing across operating platforms simultaneously. Some of the automation tools include Watir, Selenium, Visual Studio Test Professional, FitNesse, QTP and TestDrive.
Manual testing uses the skills and resources of a human tester to execute the applications testing for mobile applications. Here wide variety of scenarios can be tested and its not limited to pre-defined scenarios. This helps in forecasting a wide range of scenarios and in turn finding the solutions for them. Changes in the application does not hinder the testing process. Gives accurate feedback on the user friendliness of the application. Some of the manual testing tools include Mantis, Firebug, Bugzilla, Appium and AutoIT.
What to Use and When
Each application brings with it its own set of advantages and disadvantages. Hence in order to know which testing method to use when, you need to know your application well and the expectations the users will have from your application.
Regression testing, load testing and performance testing need to be done on the automated testing tools as it gives better and accurate results.
Adhoc testing, and Usability testing is best done through manual testing tools.
Significance of Mobile Applications Testing
Mobile apps are expected to generate $189 billion in revenue by 2020.
As the number of applications increases day by and day and the competition is becoming more and more fierce it is important for mobile application development companies to ensure that the application they design and develop not only should it be innovative and unique , but the quality should be well and above the industry standards. Testing also should not be surface level but should be an in-depth and thorough one in order to ensure the quality and desired results.
We at Octos Global are dedicated to serve and cater to our customers needs. As our team of experts are always on par with the industry standards and changes, we ensure that our customers are delivered with nothing but the best quality applications. The applications are thoroughly tested at all levels and only once is our team satisfied with the results do, we send it for the client’s approvals. Octos Global is synonymous with quality and we are committed to deliver nothing but the best.
Effect and Impact of Data Modelling on Application Development
Posted on March 9, 2020
Today mobile applications have become an integral and necessary part of our lives. Our mobiles have an array of applications that have made our lives so much easier and simpler. Applications today have gained a lot of popularity and are becoming more and more advanced every day. Applications are now being designed and developed to include artificial intelligence and features and characteristics to make the user experience even more enhanced. But what does it take to build and design these applications?
Let’s look at the technology, techniques and development programs involved in building and designing applications.
One technique that plays a vital and pivotal role in application development is data modelling program and techniques.
All you need to know about Data Modelling
Data modelling is nothing but analyzing, processing and defining data that is required for the application. The main function of data modelling is to program data in a manner that is reliable and predictable which in turn can be used as a tool to build the application. To simplify data modelling techniques and to understand what data we need for our application to be designed effectively we need to have the following information available
- Application workflow and design to be outlined
- Questions and queries that would come up
- Determine the key features and characteristics of your application
- Right data and information types to achieve maximum efficiency
Data modelling allows you to store your data in a structured and formatted way, this in turn will allow you to effectively use and develop your application in a systematic manner.
Why is it important to have a Data Model in place?
- It provides a structured format of the data, that can be easily used and developed into an application.
- A clean and clear representation of data reduces redundancy and error and allows for a detailed and in-depth analysis of data.
- Data modelling allows for improvised and quality of data and allows for the application to be designed in a more structured format.
Applications success depends on how the data can be used as resource to build develop and design the application, therefore it becomes important to use the right and appropriate data base formats that give the desired output for the application
Some of the popular and successful data base formats for your android and iOS applications are MySQL, Redis, MongoDB, Memcache, InfluxDB and PostgreSQL.
Data modelling techniques:
Data modelling techniques is important as it helps you to store data in structured and formatted databases and use this data for further research and scope to improvise the application.
The three types of data modelling techniques include:
Conceptual Data Modelling
This is nothing but your basic concept of what need your application is going to fulfill, the primary features and the reason of why the application is being designed. The reason for this is to narrow down what data you require and how best to organize the data. It also helps you decide on what data bases you need to support your application.
Logical Data Modelling
The data bases used to organize the data, the software required to build the application, who the end user of the application is and how the final application will look and function. It defines the elements of the application and defines the roles of each element in relation to the other.
Physical Data Modelling
The prototype of the application, how the outcome of the application is, what features of the application will go where and how the application will function when it goes live. It gives a virtual representation of how the application will look and function.
Once you have decided on the data model, it will help you decide the right data base to store data based on the requirements of the application your building.
Action and Reaction
To design and develop application a lot of time, data, research and financial investment is involved. Applications are created to fulfill a demand, in order to fulfill that you need to have the data. Having data is not enough, structuring and organizing and storing the data is an integral process to successfully design an application. Therefore, it becomes extremely crucial to ensure that the data is formatted and stored appropriately to be beneficial to designing a productive application. applications are subject to change and this will affect the data bases hence its important to choose and utilize the right data modelling techniques to successfully incorporate these changes.