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Digital Transformation Data Analytics

Big Data often helps the organisational or business decisions. The concept of Big Data and Analytics is the complex process of scrutinizing the huge data sets with varied permutations and combinations to discover the data structure, and data relations. Big Data Analytics helps the organisation to interpret the customer pulse, customer feedback and contributes towards the business decisions. Organisation using Big Data Analytics, are dealing with terabytes of data that is received from different means like and processes to derive a logical equation that contributes to the strategic planning. Big Data overrules the capacity of traditional RDBMS available in the market. As the term says, it is the capacity of Big Data is very huge to manage or process.

Why Data Analytics is Important?

Volume, Velocity and the variety are main features of Big Data. Fast moving trends of internet operations, usage, Artificial Intelligence, Social Media, and Mobile World are contributing to the intricacy of Data. Various sources that contribute towards Big Data are Chats, Facebook, What’s App, Files, feedback posted on sites, customer reviews, feedback, and images posted on Social Media.

Generally the data in the form of chats, SM conversations, Facebook chats/images and customer feedbacks, views and reviews content is the available data that is in unstructured format. Leverage this unstructured data by applying AI and converting it into meaningful structured data that helps the Organisations to derive best business equations is the capacity of Big Data Analytics.

Benefits of Data Analytics

  • Sentiment Analysis

  • Customer Churn Analysis

  • Advertisement Analysis

  • Predictive Analysis

  • Weather Forecasting

  • Health Care Analysis

Data Analysis Frameworks

Big Data Architecture & Patterns

The Best Way to a solution is to “Split the Problem”. This Architecture helps in designing the Data Pipeline with the various requirements of either the Batch Processing System or Stream Processing System. Secured data flow can be viewed under Big Data Architecture in 6 layers that ensures data security.

Data Ingestion
Layer

This layer is the first step for the data coming from variable sources to start its journey. Data here is prioritized and categorized which makes data flow smoothly in further layers.

Data Collector
Layer

In this Layer, more focus is on the transportation of data from ingestion layer to rest of data pipeline. It is the Layer, where components are decoupled so that analytic capabilities may begin.

Data Processing
Layer

In this primary layer, the focus is to specialize in the data pipeline processing system, or we can say the data we have collected in the previous layer is to be processed in this layer. Here we do some magic with the data to route them to a different destination, classify the data flow and it’s the first point where the analytic may take place.

Data Storage
Layer

Storage becomes a challenge when the size of the data you are dealing with, becomes large. Several possible solutions can rescue from such problems. Finding a storage solution is very much important when the size of your data becomes large.

Data Query
Layer

Main data analytics processing is done here. The primary focus is to gather the data value so that they are made to be more helpful for the next layer.

Data Visualization
Layer

Visualization Layer is the most important layer and this is phase where the users can have the look and feel and important of Data. This provides the view for the end users of the actual VALUE of the Data synthesized.

Techonk Software Data Analytics Services

Data Analytics Consulting
  • Techonk Software assists our customers in defining their big data strategy and selecting appropriate technology tools and processes to achieve the strategic objectives.
  • We offer vendor-neutral recommendations that are tailored to customer specific requirements, current technology landscape, preferences, objectives and budget.
Application Development, Infrastructure Set-Up and Systems Integration
  • Techonk Software creates and delivers optimum and engaging features to drive user engagement on a single and secure platform. Make scaling easier by processing high-velocity and high-volume transactions and events more efficiently and in a faster time frame.
Maintenance & Support
  • We have well versed off-shore team for handling the entire lifecycle of Big Data implementation- Installation, Integration, Configuration and Monitoring of Hadoop Clusters with optimum performance. We provide Big Data solution maintenance and support services addressing all the functional components including Data Provisioning, Data Management and Data Consumption.
  • Big Data Analytics allows the business owners, experts and others involved in decision making to churn the unstructured data which was meaning less and a scrap, and by applying the technology landscapes, derive meaningful equations for business decisions.

Data Analytics Solutions

Data & Analytics Strategy
  • Quantifiable business outcomes with an
  • Agile and Data-Driven approach
Data Augmentation
  • Augment Digital Assets with AI-enabled analytics tools
  • 360-degree customer views
Data Management
  • Synthesize and Analyze Data from Ecosystem
  • Empower Business Decisions
Big Data Visualization
  • Interactive Dashboards
  • Real-Time Illustrative Graphs
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