Intriguing Ideas for Web Development Projects

The demand for Web Development is on the rise because the software industry is progressing every day and it is only the beginning. Many new startups and big organizations all over the world are initiating new technological programs thus, the increasing demand for web development professionals are inevitable.

Even if your degree does not align with the services, you can still learn a lot of skills and earn through web development projects. Many online companies are hiring candidates for such jobs and we are sure you wouldn’t regret it because the work is extremely interesting and the industry is catering to organizations all around the world.

However, when the development is on such a large scale, one problem that the industry usually faces is the level of competition. So you need to upgrade your skills to adjust in the market and pick up more challenging projects to prove your worth. This will tell your clients how different you are from the rest of the companies offering the same services and will also increase your exposure in the field.

So we have come up with a list of projects you can work on or if you have a startup business and you can present these ideas to your clients to get in their good books. We would not keep you waiting much so let’s immediately get started.

1. One page layout

This project usually targets the recreation of a pixel perfect design and teaches you how to build a one-page responsive layout. It is considered a beginner level project so if you have just started out in the field that is the best way to learn about it. You can test your newly acquired knowledge with this and see what you need to work on in order to make a new mark in the field.

Usually, companies prefer to use the Conquer Template for this project. It is loaded with lots of unique layouts and in a Web development world, where you face real-life problems you can find a solution with this template to overcome those challenges. This way, you learn to experiment with new equipment like Floats and Flexbox and your skills to implement the CSS Layout techniques are also sharpened.

2. Login authentication

This is also considered a beginner level project to make you understand how Javascript works. You will be given a project where you would be asked to design a website’s login authentication bar. You might have seen such pages on almost every company’s websites as clients enter their email/username and password to get access to the content. This skill is the demand of the market today because almost every web development company asks for a login page. The best part is that it is not very difficult to learn as you just have to get used to the JavaScript and in time, this will seem like a child’s play to you.

3. Product Landing Page

Now, this is where you need to have prior knowledge of HTML and CSS. The process is rather complicated as you have to create a column and align the contents of the landing page within the column so it becomes easier for the consumers. The basic editing skills like cropping and resizing images are required and if you are familiar with the aspects of the template of the website then that adds bonus points to your resume.

4. Giphy with a unique API

For this particular product, you will need to have a sound knowledge of search inputs and Giphy API for presenting GIFs on a webpage. This skill is usually present in young people as the internet has made it easier to learn and be creative. This is also a beginner level project so you can just experiment with your skills as far as using Giphy API to recreate Giphy website is concerned. Experts say that using the Giphy API is more convenient because you do not usually get a requirement for any API keys.

One advantage of knowing the Giphy API product is that it removes the trouble of configuration while requesting data so most consumers feel safe while using the website. With Giphy API, you can build web applications that act as a search input where users can find specific GIFs or trending ones. This opens avenues for multiple forms of entertainment so we say that is a very useful skill.

5. Javascript Quiz Fame

This is more like a technical version of multiple-choice questions where you use a Javascript quiz game to include various answers and then users have to pick the right one. You might have seen this technology recently on Instagram where your followers pick a correct answer for the questions you put on your story. Like we said earlier, learning JavaScript is not that difficult but the real challenges arise when you have to use the knowledge to test your skills in the real world. Even if you know the entire theorem by memory it might take you some time to adjust and apply it so this is why you should begin with its practical application as soon as possible.

This project is highly recommended by the experts because complex logic is involved and it will open your mind to multiple scenes. You will be able to present a lot of options to your client if you learn to test with a JavaScript quiz game. You will also be equipped with the knowledge of data management and DOM manipulation. The game development industry loves to experiment with this because once you learn how to handle the project, you can make the plot as simple or as complex as you want. So make a simple game and see how it plays out.

6. To-do list

This is also linked to JavaScript as the program is used to develop a web application that further leads you to work on to-do lists for routine tasks. You need to have a sound knowledge of HTML and CSS to be able to produce high-quality results. JavaScript in this project will help you satisfy your clients because the users can delete and also group items with interactive coding lists. So the next time you switch on your phone to use the to-do list, do wonder about the process behind it.

7. SEO friendly website

Every software company caters to this aspect, especially because in today’s technological world, this is one of the most vital aspects of website building. If you do not have SEO, your website will most likely fail to make its mark in the internet world and driving the traffic to your content would become almost impossible. The SEO team around the world puts a ton of work into making the function of the websites as effective as possible so if you’re working on web development you need to have a basic idea of how they operate.

With this project, you can take up the role of Digital Marketer as in-depth knowledge of SEO is a given when you are the position. If you are not well-versed in this aspect we recommend that you ask for a technical SEO expert and collaborate with them on the project and we promise the result will be really good.

When you learn about SEO, your programs become user friendly as the generation of URLs is targeted towards the audience who then come visit your website for information. The site also loads quickly on both desktop and mobile devices which tells you that having SEO operation makes your work more responsive. The brand images of many corporations today depend heavily on social media and SEO plays a key role in it so if you are thinking about learning SEO we would like you to know that you are headed in the right direction.

8. JavaScript Drawing

The inspiration for this project comes largely from Infinite Rainbow on CodePen. It becomes thoroughly important to know JavaScript when you’re pursuing a field in the web development industry because most demands are heavily based on that. The Javascript-based project uses it as a tool to make users connect with HTML and CSS programs on a web browser. If you are familiar with this project, then you know how easily the professionals use JavaScript’s super cool drawing libraries Canvas, Canviz, Raphael etc.

Also, if you’re good at drawing, then you can put those skills to use with JavaScript’s tools. These skills form an integral part of the digital world today so if you master these, you can earn your place in the industry. Usually, when companies ask for a drawing skill set it is to enhance the aesthetic appeal of pages so users like the representation of the content and are motivated to engage with the business.

9. Search Engine Result Page

Many experts cite this as the most entertaining part of web development because here, you do not need to work a lot but instead use your critical skills to impress a client. The process involves constructing a search engine result page that has a close resemblance to Google’s SERPs.

When you are working on it you need to make sure that the webpage has the ability to display at least ten search results as you see on Google. The navigation arrows should be present at the bottom of the web page to make sure to move between different pages consisting of content. Basically, it is a search engine project and if you have used different browsers you do have a clear picture of the process.

10. Google homepage look alike

This is also a project that refers to JavaScript and here you need to construct a webpage that has all the same properties as Google’s current home page. This can be a bit tricky as the page should have a very close resemblance with the Google homepage including the logo, search icons, textbook, Gmail and image buttons. We have all used Google a lot so the development is not difficult but if you are proficient in HTML and CSS you will obviously have an edge over everyone else. This is more like a copy and pastes project because the functions have to be exactly those that Google represents so you do not need to think a lot when it comes to working on the Google-based homepage.

11. Tribute Page

As absurd this sounds, this project actually exists. In fact, if you go and search the tribute page on Google search engine you will find a lot of results and links while explaining what these pages do primarily. You can also find a guide of visuals on how to construct such a site.

To put it simply, a tribute page is a part of web development that’s dedicated to a loved one, be it family, your pet or anything that you hold close to your heart. Whenever there’s an anniversary or a famous event, you do see Google template change its themes and visuals to adjust to it so this is exactly what a tribute page covers. You need to add links to it so when the user presses on it, they are informed about the relevance of that page. This can be a good exercise to sharpen your HTML skills and give you a clear idea about the aesthetics in the web development world.

12. Survey Form

This is probably the easiest and yet the most complicated task that people undertake but is quite important in order to maintain the functionality of a website. For instance, many companies use this to get reviews from the users to see how exactly their services are performing.

The target audience is used to improve the overall quality of the page so you need to be vigilant when designing the questions and the content of the survey. Here, more than your knowledge of the complicated software, you will be judged for your structuring skills so make sure you make a checklist of name, age, email address, contact number and other relevant questions so you do not miss out on anything.

This gives you a clear cut idea of everything about the web development industry if you are looking forward to testing your skills. Practice these projects and we promise you will emerge as a champion.

Top 15 Google Cardboard Apps to get the Best VR Experience

The invention of Google cardboard has undoubtedly transformed the world of virtual reality. Virtual reality was only restricted to expensive headsets like HTC Viv, Oculus Rift, and PlayStation VR. However, with the affordable alternative of VR glasses, Google cardboard can be accessible to everyone with a smartphone.

Many IT companies manufacture VR glasses that cost around $100, while Google Cardboard price adds up to only $15 on Amazon.

Google launched an initiative to encourage the development of a less pricey VR headset, and Google cardboard was announced on 28th May 2015. It serves as an ultimate gateway to the Virtual world! In 2016, about 88.4 million Google cardboard units were introduced in the VR market worldwide.

So, why do you want to waste your money on expensive headsets when you can experience the concept with a cheaper headset, Google Cardboard? Get your hands on the Google Cardboard, which can easily be purchased from your local tech shop or online shopping sites.

Hold tight! Because we are about to take you on a trip to the virtual world! Take a look at our top 15 best selections of Google Cardboard Apps to experience VR like never before!

A Google employee presents a Google Cardboard virtual reality headset for android smartphones during a Google promotion event at the City of Fashion and Design (Cite de la mode et du design) in Paris on November 4, 2014. AFP PHOTO / THOMAS SAMSON (Photo credit should read THOMAS SAMSON/AFP/Getty Images)

Radial-G Infinity

This VR-induced App is topping our list of best virtual reality apps. It is manufactured by Tammeka Games and App Development Company and has gained most of its popularity from a Kickstarter campaign. In the game, the player has to cover a certain distance with tremendous speed to get to the finish line. Look out for the drones as they will destroy everything in your way!

The game has some outclass visual effects and high-quality graphics, just what you required to enjoy the fringe benefits of visual reality! You will literally feel the gravity pushing you down and your adrenaline will drop with the sudden maneuvers. And it doesn’t end here! This game has some kickass scores that will elevate your gaming experience.

The headset required for this game is usually Google Daydream. However, Google cardboard will also work fine


This app has everything to offer for the best virtual reality experience. About 60,000 users have reviewed this app and it has been one of the most downloaded Google Cardboard apps for all the right reasons! This app is a gateway to the virtual world, where you can explore and enjoy over 1 million different 360 videos. You can enjoy the luxury of watching all the YouTube 360 videos that are both in 2D and 3D. Not only this, in this app you will find different social platforms to use where you can make new friends. The best thing about this app that it will allow you to capture VP photos through a browser embedded in it.


This app will be a heaven for all the photographers and picture lovers. Stereogram has an interesting take on virtual reality as it allows users to explore images using Google cardboard. This app is induced with Artificial Intelligence (AI) technology that enables the user to have access to more than 40,000 stereo images through the voice search.

This app permits you to view all the images stored in the New York Public Library and the Boston Public Library. The best thing about this app is that you can have a closer view of the details of every picture and you can maximize the image scale or even create the list of favorites.


Google Expeditions is an app that has revolutionized the concept of virtual reality where anyone can board on a virtual trip to historical landmarks from the comfort of their chair or couch. Teachers can now take students for a visit to historical landmarks, diving into the depth of oceans and wandering out into space, by staying within the boundaries of classrooms. This app utilizes the 360 degree and 3D technology to navigate and guide the users during their virtual field trip. This app has transformed the ways of learning through the use of virtual reality and has everything to offer in terms of educational content. It enables the user to download over 200 expeditions that can be accessed without any Wi-Fi connection.

Tilt Brush Gallery

This app has a lot to offer for all the 3D animators and creative people. The concept of this app is to allow people to dive into virtual creativity and create their own 3D animations. Tilt Brush Gallery allows users to experience 3D objects and experiment with their skills of creating 3D animations. This application is probably the best platform for prospective animators to refine and polish their skills. The tools are quite handy and easy to use, but if you are still confused about using them there are a lot of YouTube tutorials already available for your assistance.

Insidious VR

If you’re looking for something creepy and horror to experience in the world of virtual reality, then Insidious VR would be the best choice! We consider this app as the best in terms of Horror-based virtual experience. This app will give you the feel of being in a horror movie! From suspenseful musical score and small indicators to create tension to all the jump-scares coming in the way, this application is a full package for all the horror movie lovers. If you’re not downloading this app, then you’re missing out on a lot

Roller Coaster VR

This app is one of the most downloaded apps on the Play Store for all good reasons. If you want to experience the virtual rollercoaster ride, then this app has everything you’re looking for! The excitement gets real when the ride ends up in the water. With astonishingly realistic visual effects and astounding graphics, the experience is not less than a real rollercoaster ride. You need to have FIBRUM headset as the game is developed by FIBRUM, but Google Cardboard gives an equally amazing experience than any other headset. You just need to have compatible headphones to truly enjoy the game.


This app is the best in terms of creating and editing 3D animations. This application has both AR and VR aspects that are supported by Google Cardboard. You can explore through a variety of animating tools, information, and experiment with different animations. It has a collection of over two million 2D and 3D models. You can play around with the tools and draw sketches to spend your spare time productively or to engage in mind relaxing creativity after a tiring day at work. Even though this app has some minor glitches, it is completely free of cost so we can’t complain about it much.

Inside Abbey Road

To all the music lovers, studio recording freaks and art enthusiasts, this app is made for you! In the popular Inside Abbey Road Studios, where all the famous bands like The Beetles, Adele, and Muse have recorded their music. Now, the general public can also enjoy the luxury of experiencing the music world through a virtual guide like never before! This app will take you on a virtual trip to the remarkable world of concerts, and orchestras! You can walk and step into the London Symphony Orchestra or find yourself in the middle of the performance. This application gives you an overwhelming VR experience to all the android users.

Apollo 15 Moon Landing VR

If you still believe in the conspiracy theories about the moon landing, then download this application and it will clear all your doubts. You can experience the revolutionary 1971 moon landing through your smartphones. Experiencing the gravity, walking on the moon, distant visuals of the earth and the rumble of the spacecraft, this application has a lot to offer. The application imbedded with real graphics from NASA that will give you a stunning VR experience of the space than any other app. We strongly recommend all the aspiring astronauts or space enthusiasts to download the app to feel the simulation of the famous Moon landing.

Titans of Space VR

The best thing about Virtual reality is that you get to experience the places where we don’t have access to, for example, Space. Titans of Space VR allows you to explore the solar system from your couch. This application comprises graphics and 3D models of space, moon, and planets. You can enjoy using this app with every available VR headset, however, Google Cardboard gives the same experience at a relatively cheaper price than any other headset. For educational purposes, the narration in this app is translated into 15 languages. So if you are fascinated with space and, stars and moons, then download this app without any second thought!

Google Arts and Culture

As virtual reality has opened revolutionary ways of learning, education and cultural studies have taken a major turn with this application. It will probably give you the best VR experience in terms of art and culture. This app allows users to relish the online experience of viewing different art exhibitions, galleries and museums all around the world. Users can now get an educational tour to museums, institutions, exploring details of the artwork, paintings, and masterpieces. You can have all the liberty to zoom in and zoom out or to walk around the places, just like visiting a real museum. This application is worth trying out if you are a historian, student, or teacher for educational purposes and knowledge.

Google street view

Google street view enables every user to explore the world’s historical and cultural landmarks. You can walk into every street, explore through the landmarks and get familiar with different cultures without any visa requirements! This Google Cardboard app allows you to plunge into the images of places all around the world. This app permits the user to submit their images so that people around the globe can have a look as well.

Star Wars VR

Star Wars fans can now enjoy the delight of experiencing the game through virtual reality. This app has an interesting take on the VR games as you can literally find yourself in the role of Jakku from “The Force Awakens”. This app has some amazing features and notifies you with the latest updates, news, events, and announcements of new releases. You can customize the app with the sound features and unlock 3D characters. However, it is recommended to use the application with Android 4.1 and higher for the best experience. Even though this app contains some advertisement messages that could distort your user experience, it is a full package for all the star wars lovers to completely immerse themselves in their favorite characters.


vTime is probably the best social network developed for smartphone virtual reality. The concept is completely based on the device-agnostic. This app allows you to chat and socialize with people regardless of where they are in the world. No matter how far your family members might be, you can chat with them over a cup of coffee or lunch together. So, if your roomie lives across the ocean or you are in a foreign country for studies, this app will help you get connected with your loved ones in the virtual world.

So, here we conclude our list of Top 15 Google Cardboard apps. If you are seeking to have the best virtual reality experience or didn’t get the chance to experience one at all, then we strongly recommend you to try the above mentioned Google Cardboard apps! These apps stand out due to their diversified opportunities and distinct features that no other application can offer. The demand for VR-induced application is surging, allowing many companies to dive into the market and explore innovations. From entertainment to educational purposes, virtual reality is taking over the world by storm. The invention of Google Cardboard has made VR experience more affordable, and there’s plenty of applications available with its massive market constantly pushing for more.

So if we missed any of your favorites, then feel free to reach out to us by sharing your list in the comments.

9 Stages of the Big Data Analytics Life Cycle

Big data analysis is primarily distinguished from traditional data analysis on account of velocity, volume, and variety of the data. The characteristics of the data in question hold paramount significance in this regard.

Big data analysis is primarily distinguished from traditional data analysis on account of velocity, volume, and variety of the data. The characteristics of the data in question hold paramount significance in this regard. A step-by-step methodology is put into action while performing analysis on a distinctly large data.

The essential measurements needed to organise the tasks and activities of the acquiring, analysing, processing, and the repurposing of data are part of this methodology. Hence, to organise and manage these tasks and activities, the data analytics lifecycle is adopted.

While training for big data analysis, core considerations apart from this lifecycle include the education, tooling, and staffing of the entire data analytics team. Hence, it can be established that the analysis of big data can’t be attained if it is imposed as an individual task. Instead, preparation and planning are required from the entire team.

There are essentially nine stages of data analytics lifecycle. Like every other lifecycle, you have to surpass the first stage to enter the second stage successfully; otherwise, your calculations would turn out to be inaccurate.

The first stage is that of business case evaluation which is followed by data identification, data acquisition, and data extraction. Once you’ve extracted the data correctly, you will validate it, and then go through the stages of data aggression, data analysis, and data visualisation. Finally, you’ll be able to utilise the analysed results.

Business Case Evaluation

The evaluation of big data business case aids in understanding all the potent aspects of the problem. It allows the decision-makers to properly examine their resources as well as figure out how to utilise them effectively. This way, the business knows exactly which challenges they must tackle first and how. In addition to this, the identification of KPIs enables the exact criteria for assessment and provides guidance for further evaluation.

Business Case Evaluation

In case, the KPIs are not accessible; the SMART goal rule should be applied. This means that the goals should be specific, measurable, attainable, relevant, and timely. It is also crucial that you determine whether the business case even qualifies as a big data problem. For this, you should evaluate whether or not there is a direct relationship with the aforementioned big data characteristics: velocity, volume, or variety. Another important function of this stage is the determination of underlying budgets. If there’s a requirement to purchase tools, hardware, etc., they must be anticipated early on to estimate how much investment is actually imperative.

Data Identification

The identification of data is essential to comprehend underlying themes and patterns. This step is extremely crucial as it enables insight into the data and allows us to find correlations. Depending on the scope and nature of the business problem, the provided datasets can vary. Hence, the sources of these datasets can either be internal or external, so, there shouldn’t be any fixed assumptions.

For example, if the source of the dataset is internal to the enterprise, a list of internal datasets will be provided. This includes a compilation of operational systems and data marts set against pre-defined specifications. In contrast, when it comes to external datasets, you’ll be provided third-party information.  Prominent and everyday examples of regular external dataset are blogs available on websites.

Data Acquisition and Filtering

After you’ve identified the data from different sources, you’ll highlight and select it from the rest of the available information. The idea is to filter out all the corrupt and unverified data from the dataset. Remove the data that you deem as invaluable and unnecessary. Many files are simply irrelevant that you need to cut out during the data acquisition stage

Now all the files that are invalid or hold no value for the case are determined as corrupt. However, one shouldn’t completely delete the file as data that isn’t relevant to one problem can hold value in another case. Hence, always store a verbatim copy and maintain the original datasheet prior to data procession. In case you’re short on storage, you can even compress the verbatim copy.

To improve the classification, the automation of internal and external data sources is done as it aids in adding metadata. It is of absolute necessity to ensure that the metadata remains machine-readable as that allows you to maintain data provenance throughout the lifecycle. This guarantees data preservation and quality maintenance.

Data Extraction

When you identify the data, you come across some files that might be incompatible with the big data solutions. In external datasets, you might also have to disparate it. In the data extraction stage, you essentially disparate data and convert it into a format that can be utilised to carry out the juncture of big data analysis.

How much data you can extract and transform depends on the type of analytics big data solution offers. For instance, the extraction of delighted textual data might not be essential if the big data solution can already process the files. Furthermore, if the big data solution can access the file in its native format, it wouldn’t have to scan through the entire document and extract text for text analytics.

Data Validation and Cleansing

Make no mistake as invalid data can easily nullify the analysed results. Data is pre-defined and pre-validated in traditional enterprise data. However, big data analysis can be unstructured, complex, and lack validity. Due to excessive complexity, arriving at suitable validation can be constrictive. Hence, it can be established that the data validation and the cleansing stage is important for removing invalid data.

Big data often receives redundant information that can be exploited to find interconnected datasets—this aids in assembling validation parameters as well as to fill out missing data. With the help of offline ETL operation, data can be cleansed and validated. However, this rule is applied for batch analytics. In the case of real-time analytics, an increasingly complex in-memory system is mandated. To determine the accuracy and quality of the data, provenance plays a pivotal role. In addition to this, you must always remember to maintain the record of the original copy as the dataset that might seem invalid now might be valuable later. You can always find hidden patterns and codes in the available datasheets.   

Data Aggression and Representation

An ID or date must be assigned to datasets so that they remain together. Either way, you must assign a value to each dataset so that it can be reconciled. Hence, it can be said that in the data aggression and representation stage, you integrate different information and give shape to a unified view.

Multiple complications can arise while performing this step. To begin with, it’s possible that the data model might be different despite being the same format. Furthermore, the likeliness of two files resonating similar meaning increases if they are assigned similar value or label it given to two separate files.

Data aggregation can be costly and energy-draining when large files are processed by big data solution. For reconciliation, human intervention is not needed, but instead, complex logic is applied automatically. Whether or not this data is reusable is decided in this stage. However, the important fact to memorise is that the same data can be stored in various formats, even if it isn’t important. Additionally, one format of storage can be suitable for one type of analysis but not for another. For instance, the data that is stored as BLOB would not hold the same importance if access is mandated to individual data fields. A standardised data structure can work as a common denominator when used for a variety of analysis techniques.

Data Analysis

Now comes the stage where you conduct the actual task of analysis. Here, you’ll be required to exercise two or more types of analytics. This stage has the reputation of being strenuous and iterative as the case analysis is continuously repeated until appropriate patterns and correlations haven’t tampered. The process becomes even more difficult if the analysis is exploratory in nature.

On the one hand, this stage can boil down to simple computation of the queried datasets for further comparison. On the other hand, it can require the application of statistical analytical techniques which are undoubtedly complex. The second possibility can be excruciatingly challenging as combining data mining with complex statistical analytical techniques to uncover anomalies and patterns is a serious business.

This technique is mostly utilised to generate the statistical model of co-relational variables.

When it comes to exploratory data analysis, it is closely related to data mining as it’s an inductive approach. Instead of generating hypotheses and presumptions, the data is further explored through analysis. This permits us to understand the depths of the phenomenon. By doing so, you can find a general direction to discover underlying patterns and anomalies. 

Data Visualization

If only the analysts try to find useful insights in the data, the process will hold less value. Therefore, in the data visualisation stage, the optimisation of data visualisation techniques becomes important as powerful graphics enable the users to interpret the analysis results effectively.

This is essential; otherwise, the business users won’t be able to understand the analysis results and that would defeat the whole purpose. This way, they can not only obtain value from the data analysis but also provide constructive feedback. The results procured from data visualisation techniques allow the users to seek answers to queries that have not been formulated yet.

The interesting thing here is that the analysed results can be interpreted in different ways. However, it is absolutely critical that a suitable visualisation technique is applied so that the business domain is kept in context.

Moreover, simple statistical tools must be utilised as it becomes comparatively difficult for users to understand the aggregated results when they’re generated. Hence, the idea is to keep it simple and understandable. Keep in mind the business users before you go on to select your technique to draw results.

Utilisation of Analysis Results

Before you hand-out the results to the business users, you must keep in check whether or not the analysed results can be utilised for other opportunities. The results provided will enable business users to formulate business decisions using dashboards.

The analysed results can give insight into fresh patterns and relationships. Hence, depending on the nature of the problem, new models can possibly be encapsulated. You might also find new relationships that didn’t exist earlier. Now it must be realised that these models will come across in the form of mathematical equations or a set of rules. These models are later used to improve business process logic and application system logic. These ties and forms the basis of completely new software or system.

Commons areas that are explored during this time are input for an enterprise system, business process optimisation, and alerts. Hence, the results gathered from the analysis can be automatically or manually fed into the system to elevate the performance.

The identified patterns and anomalies are later analysed to refine business processes. And finally, the data results can be applied as input for existing alerts. For example, these alerts can be sent out to the business users in the form of SMS text so that they’re aware of the events that require a firm response.  

In conclusion, the lifecycle is divided into the nine important stages of business case evaluation, data identification, data acquisition, and filtering, data extraction, data validation and cleansing, data aggregation and representation, data analysis, data visualisation, and lastly, the utilisation of analysis results. Therefore, it can be established that the nine stages of the Big Data Analytics Lifecycle make a fairly complex process.

It’s not as simple and lenient as any traditional analytical approach. In this lifecycle, you need to follow the rigid rules and formalities and stay organised until the last stage. Failure to follow through will result in unnecessary complications.