By controlling and managing the rapidly growing data related to customers, markets, processes, products, and services, you can move to the forefront of competition. Transforming this exponentially increasing data—originating from sensors, social media, market dynamics, production processes, and customer analytics, and containing high structural diversity—into value is only possible through big data engineering and big data analytics. By analyzing data sets far beyond human cognitive capacity, you can foresee the optimal path to reach your goals and anticipate potential challenges along the way. Big data analytics, which can be considered a new way of seeing the future, enables you to stay ahead of your competitors.

At IMPEKTRA, with more than 10 years of global big data experience, we accompany companies and institutions on their data-driven digital transformation journeys, delivering end-to-end and customized data engineering and analytics services.

Together with our customers, we overcome big data challenges step by step on the path to becoming fully digital enterprises.

  • Big Data Consulting

  • Big Data Platform Management

  • Big Data Strategy and Roadmap Development

  • Machine Learning and Real-Time Data Analytics

İmpektra iot bigdata çözümleri

Data Collection

Open-source platforms for collecting and managing data from multiple data sources

IMPEKTRA identifies your potential data sources and establishes sustainable data collection mechanisms to gather and manage data from different sources.

Data Streaming

Creating data streams for processing real-time or historical data based on data characteristics

IMPEKTRA builds infrastructures that allow data to flow in real time or cumulatively, depending on the characteristics of data that will be transformed into value.

Storage

Interactive tables and highly secure, scalable infrastructure

Using state-of-the-art technologies, IMPEKTRA delivers efficient, fast, accessible, highly secure, and scalable data lake solutions.

Visualization

Personalized dashboards and dynamic reports

IMPEKTRA’s big data team creates customized dashboards and reveals hidden insights in your data through real-time visualizations on streaming data.

Analytics and Artificial Intelligence

AI models and analytics powered by machine learning and deep learning

IMPEKTRA builds problem-specific AI models for enterprises, creating automated decision support systems.

Big Data Management, Processing, and Data Quality

In data-related projects, data management, pre-processing, and data wrangling activities account for nearly 80% of the total project effort. These processes become even more challenging and costly when dealing with complex data structures. To help our customers achieve high data quality and meet excellent data standards, we provide the following services:

  • Collecting, storing, and processing large volumes of data in SQL/NoSQL databases and distributed file systems (e.g., HDFS)
  • Managing structured and unstructured data (PDFs, images, videos, etc.) from a single unified environment
  • Migrating existing relational databases to infrastructures suitable for big data management
  • Performing data pre-processing and data wrangling on large and complex datasets using technologies such as Spark and Hadoop
  • Transforming streaming data into real-time value using technologies such as Flink

Big Data Analytics and Machine Learning

We deliver predictive analytics services for complex and dynamic big data sets through a specialized team with expertise in statistical methods, machine learning, and deep learning. With our software and hardware solutions:

  • Assessment of your existing analytics capabilities and delivery of open-source tools tailored to your big data analytics needs
  • Development of customized predictive analytics algorithms aligned with your objectives and computing resources
  • Implementation of state-of-the-art machine learning and deep learning applications for classification, customer segmentation, clustering, and forecasting
  • Delivery of Big Data Analytics and modern Data Science training programs tailored to your existing or planned operations and business requirements

Big Data Characteristics

Volume

Extremely large data sizes (TB, PB, and beyond)

Variety

Derived from multiple sources and available in different formats

Veracity

Situations where data accuracy requires validation

Value

Ability to generate value from vast amounts of data

Velocity

80% of existing data has been generated in the last 2–3 years