AtrkData Science Solutions | Data Visualization Solutions
XenonStack - A Stack Innovator

Data Products and Decision Science

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XenonStack Data Science Solutions

  • Output of Data Science is Data Product
  • Knowledge Discovery - Understand Data & Gather maximum Information with Data Mining
  • Data Modeling Using Neural Networks, Machine learning and Deep Learning
  • Data Modeling & Algorithms Deployments on Docker, Kubernetes, On-Premises or Public Cloud
  • From Data to Wisdom - Real Time Data Visualization & Interactive Dashboard
  • Data Science Operation and Optimization
  • Cognitive and Decision Sciences
Data Science Solutions

Data Preparation and Data Cleaning

Data Preparation is the process of collecting, cleaning, and transforming data and creating a workflow. Data cleaning, is also data scrubbing to detect & remove the missing values, special values, errors, and outliers and inconsistencies from data in order to improve the quality of data. Data Consistency have three types – In Record Consistency, Cross-Record Consistency, Cross-Dataset Consistency.

Data Wrangling or Data Munging - Data Transformation

Data Munging or Data Wrangling is cleaning and transforming the data and pre-processing of data before the Data Mining. It invovles Enrich the Data, Standardization, Normalization, Applying Macro, Finding Patterns, Sort, Filter, Merge, Transpose and Parse the data. Data Transformation to different data types and handling missing Data values.

Data Modeling & Algorithms

An algorithm (Machine learning) is a set of heuristics and mathematical calculations that develops a Model based on Data Content. To Develop a Model, an algorithm first analyze the data and generates patterns or trends. Later Algorithm Optimizes the model by Analysis of Data.

Choosing a Right Algorithm

Different algorithms - Classification Algorithms, Regression Algorithms, Segmentation Algorithms, Association Algorithms and Sequence Analysis Algorithms. Choosing the Algorithms based on Tasks - Predicting a discrete attribute, Predicting a continuous attribute, Predicting a sequence, Finding groups of common items in transactions, Finding groups of similar items.

Data Modeling Deployment & Optimization

Xenonstack IT Infrastructure & DevOps expertize helps you to Build & Deploy the model in production based on Performance Requirements and Optimization of Model. XenonStack Machine learning & Deep Learning Solutions, Docker Solutions Helps you to Deploy Machine learning and Deep Learning Models (Python & R Models) on Docker and Kubernetes, supports Machine Learning and Data Processing libraries such as Spark MLLib and OpenNLP.

Data Visualization, Data Product and Decision Science

XenonStack Data Visualization & AI Services enables you to develop Interactive Dashboard, Data Product in form of ChatBots, Digital Agents and Decision Science framework, recommendation systems with progressive web Applications Using Angular.js, React.js, and Reactive Programming – Scala, Go.

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Solutions for
AWS

Building, test and deploy using Google's own infrastructure.

Solutions for
GCP

Accelerating enterprise cloud adoption on Microsoft Azure.

Solutions for
Azure

Supporting OpenStack and other private clouds.

Solution for Container & Private Cloud

Consulting & Building Data Products

Get in Touch with us for Proof of Concept, Consulting & Building Data & AI Products. Talk to our Data Scientist for assessment and consulting for your Industry/Solution/Products.

Use Cases

Decision Science & Cognitive Intelligence

Get in Touch with us for Data Acquisition, Data Transformation, enabling Decision Science framework through interactive Data Visualization. Talk to our Decision Scientist for assessment, Consulting for your Industry/Solution/Products.

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