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Hire Big Data Developers

.DEV's sophisticated big data and analytics solutions accelerate growth at controlled costs. Our Big data solutions company is designed to accelerate growth while reducing costs.

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Client Testimonial

Our Software Development Success Story

My e-commerce platform faced frequent crashes during peak shopping seasons, leading to lost revenue. Developers.dev revamped the platform with a scalable backend, modernized the user interface, and integrated advanced analytics.

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Rama M CEO, My School Inc, USA
Trusted by leading corporations, enterprises, and startups
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.DEV Expertise in Big Data

We create big data applications that organize, maintain and analyze structured and unstructured data in a way that allows you to get the most out of them.
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    It is Quick and Easy To Deploy

    .DEV big data analytics solutions are designed for easy integration and deployment into your business.

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    Real-time Notification

    Receive notifications whenever there is a significant change in trends.

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    Flexible and Scalable

    Our applications are designed to grow and evolve with your big Data requirements.

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    Superior Security

    Your data is protected by the highest security standards.

Key Big Data Developer Services We Offer

Big data development, consulting, support, and maintenance services are offered by .DEV, a company with real-world experience in more than 20 domains. Because of our established procedures, our big data developers can ensure a project's safety by beginning with a feasibility study, proof of concept, and ideal development expenses.

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    Business and Architecture Consulting
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    Social Media Analytics
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    Solution Engineering for Big Data Platforms
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    720 Degree Analysis
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    Data Management Solutions
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    Operation & Monitoring of Big Data Platforms
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    Device Data Analytics & Machine Data Analytics
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    Enterprise Transformations
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    Measuring Network Performance & Optimization
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    Data Discovery & Analytics Services
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    Analytics for Fraud & Surveillance
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    DataOps in Big Data Services
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CASE STUDY

Big Data Service Ideation & Consulting

Explore our Big Data Case Study, a riveting story about breakthrough data analytics solutions. Witness a data-driven change that includes success indicators, industry breakthroughs, and measurable results.

NoSQL Hadoop TensorFlow Apache Spark MongoDB
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Why Choose .DEV To Hire Big Data Developers?

We offer the best Big data services

You'll see how crucial data is in today's competitive business world. Data has become a crucial basis for planning business strategies. You need technology that can meet your current big data requirements and prepare you for the future. Developers.dev's big data developers are committed to developing sustainable Big Data solutions that manage, integrate, protect, and store data.

Our big data solutions can grow with your business and will continue to provide high access and useful insights into data. Our expert big data developers will work with you to determine the best strategy for managing and leveraging your big data. We develop solutions to deliver significant value for your business based on the strategy. We make your data more valuable for you. Hire big data developers from us to get dedicated big data services.

Big Data Service Technologies We Use

At .Dev, our team of over 1,000 developers can work seamlessly across your technology stack. With specialists available for nearly all programming languages and any project size imaginable, we are capable of supporting you on everything from:

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    Apache Hadoop

    Our big data developers use Apache Hadoop, a powerful framework, to process and store large volumes of data across large computing clusters distributed throughout. By taking advantage of its scalability and fault tolerance features, our big data developers are able to offer modern solutions for dealing with the huge volume of digital information that arises daily.

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    Presto

    Our big data developers leverage Presto technology to create modern big data solutions that enable fast yet dispersed SQL queries across various data sources, enabling rapid analysis and processing of large volumes of information quickly while uncovering useful insights that lead to innovations within our solutions.

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    NoSQL

    Our expert big data developers leverage NoSQL technology for its versatility, scalability and ability to handle large volumes of unstructured data. This enables us to offer modern solutions that adapt easily to changing requirements while offering real-time access and analysis of the collected information.

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    Sqoop

    Sqoop is a program used to transfer information between Hadoop and relational databases. Our big data experts rely on Sqoop to efficiently transfer large volumes of information across platforms - helping us provide our customers with modern technology that meets their data demands.

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    PolyBase

    PolyBase technology is a key asset that enables our big data development experts to seamlessly connect and query non-relational and relational data sources, as well as provide modern big data and analytics solutions that efficiently utilize information from a variety of sources, yielding better and more successful outcomes for our customers.

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    Big data in EXCEL

    Excel technology gives our big data development experts access to powerful functions and tools with which they can make use of to analyze massive amounts of data quickly and effectively. They utilize these functions and tools in Excel's familiar user interface in order to come up with innovative and efficient methods of handling massive volumes of information efficiently and creatively.

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    Microsoft HDInsight

    Microsoft HDInsight is an extremely effective tool used by our big data experts to develop cutting-edge solutions for our customers. It enables us to efficiently process and analyze vast amounts of data while using advanced algorithms for machine learning and analytics for valuable insight, creating solutions which help drive the expansion and success of businesses.

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    Hive

    Our Big Data specialists utilize Hive technology to efficiently and seamlessly analyze and manage massive, complex datasets. This enables us to offer modern and innovative solutions for our customers by harnessing the potential of Big Data efficiently and smoothly.

List of Industries we serve

Developers.DEV offers expert guidance to companies across over two dozen industries on the implementation or enhancement of their Big Data solutions.

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    Travel & Hospitality

    Our big data developers serve the hospitality and travel industries developing solutions to analyze large amounts of data to gain valuable insight into customer behavior patterns as well as market trends. From there, tailored recommendations can be given to improve overall customer experiences while supporting growth of businesses.

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    Education

    Our big data specialists support educational institutions and schools by developing analytical tools and methods designed to make better decisions, enhance education experiences for students, streamline processes and simplify operations. Through large amounts of data analysis, they will also offer insight that boost innovation while improving learning experiences for them.

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    Entertainment & Media

    Our big data service specialists assist the entertainment and media industries by developing tools that study large volumes of data to help companies make informed decisions regarding content creation, audience engagement strategies and marketing plans. Utilizing advanced algorithms for machine learning and analytics they provide vital insight that drives expansion and growth within an increasingly competitive industry like entertainment.

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    Sports & Fantasy

    Our big data developers support the fantasy and sports industries by offering platforms that analyze large sets of data to gain insight into trends, player performances and forecasts - helping teams, organizations and fantasy players make informed choices in an increasingly competitive market.

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    Legal

    Our big data solution developers specialize in serving law firms, legal departments of corporations, government agencies, and other businesses that need data analytics and insight solutions for various legal matters including reviewing contracts, case analysis, compliance monitoring and risk evaluation.

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    Government & Public Sector

    Big data developers from developers.dev specialize in serving Government & Public Sector by providing big data and analytics solutions designed to increase efficiency, decision-making and service delivery. Their projects typically involve collecting, analyzing and using large volumes of information so as to help governments streamline processes while allocating resources effectively and improving citizen services.

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    Healthcare

    Our big data development specialists offer support to various segments of the health industry such as pharmaceutical companies, hospitals, health insurers and health research institutions. They assist them with analyzing large amounts of data so as to improve care quality, operational efficiencies and make informed decisions for clients.

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    On-Demand Services

    Our big data developers work with businesses in the On-Demand Service industry such as transportation home services, food delivery services and healthcare. By crafting solutions that analyze and interpret large datasets our big data developers help improve operational efficiencies, enhance customer experiences and fuel industry growth.

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    E-commerce and Retail

    Our big data experts assist retail and e-commerce clients by helping them understand customer behavior, optimize pricing strategies, create marketing campaigns that reach target demographics efficiently, and increase overall efficiency. Insights derived from data provided by our big data solutions will allow companies in these sectors to increase sales while simultaneously improving customer satisfaction levels and ultimately profit levels.

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    Pet Care and Services

    Our big data experts support customers in the Pet Care and Services industry by customizing solutions that process and analyze large volumes of data to uncover patterns, enhance customer experiences, optimize operational procedures and increase business growth within this sector.

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    Social and Dating

    Our big data and analytics service specialists specialize in industries including social networking sites, dating apps and online dating services. By analyzing large volumes of data to enhance user experiences and customize recommendations according to individual user preferences.

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    Information Technology & Management

    Our big data services experts serve businesses from different industries within Information Technology & Management, such as healthcare, finance marketing, e-commerce and logistics. By applying large-scale data analysis techniques our experts help businesses in these sectors to enhance their decision-making process, customer experience, efficiency and drive innovation.

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    IT & Data Analytics

    Our big data specialists assist those in the IT & Data Analytics industry by offering expertise in handling large volumes of data to help companies make informed decisions and expand. They utilize cutting-edge tools and technologies to extract useful insights from the information to increase efficiency during operations and provide creative solutions to overcome even the toughest business challenges.

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    Artificial Intelligence & Business Intelligence

    Our big data solution developers support those working in Artificial Intelligence & Business Intelligence by applying their skills in analyzing large databases to find useful insights and patterns that enable businesses to make data-based decisions that increase efficiency and drive increased growth.

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    Internet of Things

    Our big data experts specialize in supporting businesses involved with IoT by helping to analyze and manage the vast amounts of data generated by devices connected to the internet. Their services cover collecting, storage processing and visualization techniques specifically suited for IoT applications.

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    Gambling & Gaming

    Our big data developers assist the gaming and gambling industries by providing tools for analyzing vast quantities of data to detect patterns, trends and the behavior of customers. This enables companies within this sector to make more informed decisions that will optimize services/products offered while increasing profits.

Models to Hire Big Data Developers with Developers.dev

Hire remote Big Data developers from the best Big Data solution development company on a part-time, full-time, and hourly basis based on your unique project requirements.

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Dedicated Team Model

Hire the best big data developer in the world who dedicatedly invests their undivided attention and skill sets in your project. It comes with a monthly rolling contract, where you pay as you go.

  • 1 No hidden charges
  • 2 160 hours of guaranteed work
  • 3 Easy monthly billing
  • 4 Pay only for the measurable work
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Controlled Agile Model

We provide you unprecedented agility in the hiring of resources for advanced big data development services. This model gives you complete control over the budget and optimal flexibility.

  • 1 Unparalleled flexibility
  • 2 Agile hiring
  • 3 Best fitted for small projects
  • 4 Complete control over budget
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Time and Material Model

Hiring for projects with an undefined budget, time, and work? Hire offshore Big Data developers on a time and material basis where you pay as you go and pay only for the tangible work.

  • 1 No hidden costs
  • 2 Easy hour-based payment
  • 3 Monthly Billing
  • 4 Pay only for measurable work

What is the timeline to hire Big Data developers in India?

The time required for Big Data development projects can depend on factors like its scope, complexity, and available resources. Project completion time frames typically span anywhere between weeks and several months and typically involve initial planning and designing phases, component development, testing, troubleshooting and deployment phases - with unexpected challenges or changes to requirements potentially impacting timelines as well as team collaboration being factored in.

Hire Big Data Developers at a Reliable Cost

Big Data developers play an essential role in crafting data and analytics solutions. Businesses should hire the best Big Data developers in the world like Developers.dev who are reliable and affordable if they wish to create appealing and user-friendly big data solutions; hiring experienced offshore big data developers with proven success in creating great data and analytics applications will guarantee this outcome. Businesses looking for long-term success online should employ Big Data developers with knowledge, experience, and an outstanding track record of producing quality work - hiring big data developers will allow businesses to establish a strong presence online while simultaneously drawing in more clients.

Data Management Made Simple With Big Data Solutions

The traditional data management system must cope with the ever-increasing volume of data generated online each second. The old methods may have worked well, but they are less accurate than the ones we discuss here. It is no longer a luxury to be able to handle the variety, speed, and volume of data at once. For this reason, Data Science has developed a new stream called Big Data.

Collecting data is the first step - the next step is deciding how to utilize it effectively for insights. Big Data may provide that solution; one such reputable big data analytics services provider is Developers.DEV who offer management, advanced analytics and big data consulting services as part of its Big Data services for companies.

We can assist in developing the appropriate big data strategy that will simplify and streamline processes while expanding revenue for your business.

Discover Our Big Data Service Capabilities

At any stage in their journey, businesses entrust us with their data in order to unlock valuable insights from it and turn them into actionable information that gives their organization an advantage in the market.

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    Data Ingestion

    Our big data and analytics services will assist in identifying data sources and creating an Ingest system capable of collecting, intaking and organizing multiple forms of data sources.

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    BI & Analytics

    Companies can utilize our BI and Analytics to build interactive dashboards that allow users to visualize and analyze their data for insights that lead to smarter decision making. We utilize popular BI platforms or can customize our solutions specifically to fit the requirements of your company.

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    Data Pipeline

    Our data engineers specialize in creating data pipelines with integrated quality checks that handle real time (stream) or historic (batch) information.

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    Artificial Intelligence

    Artificial Intelligence allows businesses to create customized models to automate decision-making processes.

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    Data Store

    At Developers.dev, our big data developers have years of experience designing and installing databases, data lakes and storage solutions capable of rapidly storing and retrieving data quickly.

    We possess extensive expertise in various database types, such as graph, search, columnar and time series databases and various technology stacks. This enables us to select the optimal database solution for you in order to ensure quick and easy access of data that's easily retrievable and in an appropriate format.

Learn How Our Big Data Services Will Help Your Business Grow

Companies stay relevant by engaging their customers on an ongoing basis in high-quality interactions, which we help them do through cutting edge technology and design innovations.

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    Data Management

    We work closely with our customers to develop large-scale management of data. Our big data engineers specialize in the migration and management of petabyte-scale storage and data lakes using cutting edge technologies.

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    DataOps For Big Data Services

    DataOps brings automation and agile methodologies to Best big data development service. We improve the data quality and integrate it across the various units of the lifecycle by bringing efficiency to the data lifecycle. It also improves data access across the organization.

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    BI & Analytics To Build Robust Analytics Solutions

    Developers.DEV's Business Intelligence & Analytics team helps stakeholders gain insights from data. Our Big Data services teams assist in creating customized dashboards, setting up enterprise searches, and engineering real-time visualizations of data streams. Open-source technologies and popular BI tools are used to build custom platforms and maximize customization.

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    Machine Learning & Artificial Intelligence

    We assist businesses in building personalized AI solutions that extract actionable insights and automate decision-making. We partner with organizations to build deep-learning models, NLP modeling, and Robotic Process Automation.

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    Data Science

    Our big data engineers assist organizations with model validations, data analysis, and feature engineering. They also help build custom intelligence platforms. Our clients leverage our data-science practice to use data to optimize operations, uncover new business opportunities, and better understand their customers.

Take Advantage Of Big Data With Developers.DEV

We can help you reduce security risks by using boilerplates and optimizing data storage and processing. All of this is done while ensuring the highest level of data privacy.

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Democratizing Data

We eliminate silos in an organization's data and store them in a data lake/warehouse. To access the data, robust authentication and access control are implemented. The data is then made accessible to stakeholders through interactive dashboards allowing drag-and-drop functionality. It allows even non-technical people to gain insights from data.

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Preventing Risks in Data Security

DevSecOps boilerplates and practices ensure that best security and governance practices are incorporated into the development cycle so that data will never be compromised. It is achieved by implementing an integrated data strategy that considers security. Our data security services will ensure your big data ecosystem is safe from threats.

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Cost Optimization

Storing, processing, and analyzing Big Data can be expensive. Cloud applications expertise ensures that you maximize your ROI on cloud computing service platforms. Our consultative approach also helps you to make the best decisions about build vs. buy. It ensures that activities are within budget.

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Data Governance

Our engineering mechanisms guarantee that data quality is not compromised, regardless of where it is stored or processed. Data governance policies and guidelines are incorporated into our projects. Regular checks are made to ensure that the integrity of data remains intact.

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Our Process

We use data analysis to maximize the value of each decision taken in your business. We aim to provide you with analytics, reports, and BI that are more accurate to solve your problems.

Custom-Designed Software Solutions for Each Big Data Project

Hire Big Data Developers at the Top 1% for Your Internal Teams.

Big Data developer talent can be quickly and affordably added to teams through staff augmentation. Our Big Data development experts quickly assimilate into existing teams, expediting the creation of your roadmap and enhancing the caliber of ongoing projects.

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Find Out How We Can Improve Your Group
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    Step 1

    Discover Call

    Our professional network is a great way to locate talent that satisfies all of your needs.

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    Step 2

    Forming Your Team

    In a matter of days, our staff meticulously chooses the best Big Data engineers from among their ranks, taking into account technical proficiency, alignment with your company's requirements, cultural fit, and further considerations.

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    Step 3

    Onboarding And Scaling Of Employees

    Our Big Data developers are ready to start working with your team from day one. As you modify their number to meet project requirements, you may keep an eye on their performance.

Your Group Can Join The Front

DevOps and backend developers are needed to support Big Data developers; our self-contained software development teams have all the programming languages and know-how needed to work well with your project management or scrum master.

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Here's How to Assemble a Committed Team:

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    Step 1

    Discovery Call

    We start by evaluating your company's team composition, methodology, success standards, financial restrictions, schedule, and skill set needs. We create the ideal team for you based on this information!

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    Step 2

    Team Assembly And Integration

    Once we have our first discovery call, we will put your team together. We make sure their skills are exactly what your project needs, and we help with onboarding to make sure everything goes smoothly.

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    Step 3

    Launch Your Project

    Once you've finished the onboarding process, a committed team is available to work on your project. This offers you complete control over how to monitor development, oversee team members, and increase personnel as needed.

For A Competitive Edge, Outsource Big Data Software Development at Your Place of Employment

You may create unique Big Data solutions with the help of software outsourcing services without having to stop running your business. Working with us will result in much lower operating costs, easier access to Big Data developers, and more speedy, large-scale project delivery. Plus, our team will make sure everything complies with strict Q.A. standards!

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How to Activate Your Big Data App:

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    Step 1

    Discovery Call

    We will learn more about you, your project's needs and success criteria, budgetary restrictions, schedules, and any Big Data skills that might be required to assist you reach your objective during this initial discovery call.

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    Step 2

    Team Building And Project Roadmap

    For each Big Data project, we promptly assemble a knowledgeable team and designate a Project Manager. Together, we create your roadmap, select the right resources, and organize the work of all parties.

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    Step 3

    Project Execution And Performance Tracking

    Upon onboarding, our team gets to work right away. You may keep an eye on things, assign tasks to team members, and alter the size of the project as needed.

Client Testimonial

Moving from Project to Product

My e-commerce platform faced frequent crashes during peak shopping seasons, leading to lost revenue. Developers.dev revamped the platform with a scalable backend, modernized the user interface, and integrated advanced analytics.

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Rama M CEO, My School Inc, USA

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Frequently Asked Questions (FAQ)

Big data services encompass an enormous volume of unstructured, structured, and raw files, which are difficult to process and organize efficiently. Businesses employ what is known as big data development services to assist in processing, collecting and analyzing this massive amount of information to unlock useful insights that accelerate business operations while strengthening data-driven strategies and decisions.

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Businesses often employ predictive analytics to uncover patterns within large volumes of data to forecast events accurately, provide insightful business intelligence and reduce mistakes or delays in timeframe. Many industries utilize it extensively as it decreases errors or delays significantly.

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Big data technologies make possible software that collects and analyzes large data sets efficiently, processing large volumes much more quickly than conventional big data software development services.

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Big data typically comes in three primary forms. These formats include:

Structured data: Here, information is easily organized in tables, such as sales figures or consumer information. With business intelligence (BI) tools at our fingertips, this type of information can easily be searched using multiple criteria.

Unstructured Data: Unstructured data remains disorganized until processed through advanced technologies like artificial intelligence (AI), machine learning (ML), natural language processing (NLP) and optical character recognition (OCR). Audio files, movies, photos and texts make up unstructured data types that businesses can utilize NLP for to analyze customer social media posts to measure satisfaction with services provided by companies.

Semi-structured data: This type of data lies between structured and unstructured. While its elements can be assigned specific fields for storage purposes, their contents do not always lend themselves well to analytics or querying. An email containing subject lines and bodies would qualify as semi-structured data as they will be entered into correctly tagged fields before being processed using methods used for unstructured processing methods.

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Developers.dev is a leading big data analytics solutions provider, offering big data application development services such as SQL queries, data mining, statistical analysis tools and text analytics, using cutting-edge technologies and techniques tailored specifically for meeting clients' demands.

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Big data helps businesses unlock valuable, actionable insights to make informed business decisions based on data. It increases awareness of consumer habits, industry trends and operational effectiveness - ultimately improving business decision-making processes.

Big data presents companies with opportunities for creativity and competitive advantages by helping to identify new trends, streamline operations and launch targeted marketing campaigns.

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Implementation costs of big data solutions could range anywhere from $200,000 to $30,000,000 for mid-sized businesses and large enterprises, depending on factors like data volume and complexity, data sources used, batch vs real-time processing needs/compliance regulations/and deployment architecture costs - each variable having an effect on pricing decisions.

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Tech Talk

Overcoming Big Data Challenges: Navigating Obstacles Efficiently

BY Developers.Dev
Data-driven technologies have produced an explosion of information which cannot be effectively processed using traditional data processing systems. Big Data solutions were devised as a solution, helping businesses leverage insights gleaned from large volumes of information for innovation purposes and competitive edge enhancement.Big Data SolutionsBig Data Solutions encompass distributed storage systems and processing frameworks as well as advanced analytics and machine-learning capabil

Unveiling The Power Of Big Data: Overcoming Tech Challenges & Effects

BY Developers.Dev
Career professionals looking to succeed in Big Data must recognize its key challenges - issues such as data quality and storage needs, as well as a shortage of professionals to perform analysis, are just a few examples of them. Validating data and merging disparate sources are other concerns related to Big Data that arise regularly in practice.Exploring and surmounting challenges related to Big Data are integral parts of effectively using and extracting value from it. Analyzing it requires stra

Unlocking Efficiency: Big Data Analytics Explained

BY Developers.Dev
Volume is the total amount of structured and unstructured data that is collected. Velocity is the frequency of receiving the data. Variety is the different formats, such as audio, video, text and numerical data. Value is the usefulness of the collected data. Big Data does not necessarily refer to the quantity of data. However, implementations that use big data typically include gigabytes or terabytes (or even ze

Unlock Business Insights: Leverage Big Data Power

BY Developers.Dev
Accessing technologies capable of processing large volumes of information quickly presents the greatest challenge. Although many organizations can collect voluminous amounts of data, their inability to analyze or interpret this information effectively poses further obstacles. What steps can organizations take to enhance their data analytics and gain greater insights to gain a greater understanding of customers, thus increasing sales? What Is Big Data? Big Data refers to

Exploring the World of Big Data: Types and Key Users

BY Developers.Dev
Big Data Analytics allows businesses to address problems they are encountering within their industry by drawing patterns and insights from vast pools of data to take immediate action and solve any potential issues that may arise.Big Data is still relatively novel, although companies have long collected information, its prevalence only became evident during the early to mid 2000s as corporations realized its utility a

Unpacking Big Data: Understanding Its Significance in Todays World

BY Developers.Dev
This is an example where translating doesnt necessarily mean that it is what it is. Data size is insufficient to determine whether something is appropriate for the strata. What is excellent for one person may only work for one person. When certain aspects are combined, and the needs have been met in a database? Information is considered to be in this classification.Although a large quantity of data is crucial, there are other prerequisites. Other factors to consider include how much data is gro

Integrating mid-market data for enhanced insights: Unlocking Big Data power

BY Developers.Dev
Big data refers to todays massive amount of collected, heterogeneous sources which produce real time data of various quality levels and timescales, often simultaneously. Integration can be challenging with big data when traditional integration methods fail.Big data stands out from traditional data integration due to its numerous unique characteristics - volume, velocity, variety and veracity being among them.Volume is the original attribute for big data. The number of people and devices connect

Boost Efficiency: Big Data Analytics for Software

BY Developers.Dev
Software development firms are adapting multidisciplinary approaches in order to stay competitive by employing Big Data-powered processes for process efficiencies and streamlining operations using an iterative method called VSM.What Is Big Data?"Big Data" refers to data that consists of vast quantities and varieties that are analyzed using specific computer technolo

Maximizing Big Data Success: A Comprehensive Guide

BY Developers.Dev
"Big data" is an umbrella term used to describe the storage and processing of large volumes of data. Therefore, the big data industry is emerging as one of the critical drivers, not just in the US but across countries and continents. Regarding big data solutions, certain organizations have substantial obstacles to overcome. A company intending to integrate big data solutions must take into account all of the available alternatives, including software and deployment strategies. In any

Maximizing Big Data: A Complete Business Guide

BY Developers.Dev
Everyone wants to know about Big Data technologies and analytic tools. The term is used without understanding what it means and how it can help. This blog will explore all the different perspectives on Big Data. It will be an excellent resource for anyone learning about Big Data.Introduction To Big DataKnowing the definition of Big Data is essential to learn about it. Big Data may raise questions about

Maximizing Business Insights: Big Data Analytics and Visualization

BY Developers.Dev
What is Big Data? Big Data refers to any collection that grows exponentially over time in both size and complexity, rendering traditional data management tools incapable of effectively storing or processing it all. Big data refers to large collections. Types Of Big Data The following are some examples of Big Data: Structured Unstructured Semi-structured Structured

Maximizing Business Insights with Big Data Analytics

BY Developers.Dev
Big Data: How it Works Unstructured and structured big data are two different categories. Data that is structured has been managed in spreadsheets and databases by an organization. Its often numeric. Unstructured information is data that has not been organized and doesnt fit into any predetermined format or model. This includes data from Social Media, which helps institutions collect information about customer needs. The collection of

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