Data Science Services

We help enterprises gain insights from their massive amounts of data to drive business growth

Capabilities

Data Collection

  • Structured and Unstructured Data
  • RDBMS & Big Data
  • Distributed File System (HDFS)
  • Flat file (text, csv, json, logs)
  • Websites & Web APIs

Data Processing

  • Data Cleansing
  • Data Normalization
  • Data Extraction
  • Data Transformation
  • Data Pipeline
  • Data Migration & Integration

Feature Engineering

  • Vectorization, Indexer
  • Feature Scaling
  • Feature Selection
  • Text Transformation
  • Natural Language Processing (NLP)

Machine Learning

  • Regression Algorithms
  • Classification Algorithms
  • Ensemble & Boosting
  • Model Evaluation
  • Model Deployment

Technologies

Platforms

  • Apache Spark
  • Apache Hadoop

Frameworks

  • Spark ML
  • Scikit-Learn
  • Tensorflow

Data Stores

  • HBase
  • Postgres
  • ElasticSearch
  • Redis

Tools

  • Jupyter Notebooks
  • R Studio

Languages

  • Python
  • R
  • Java
  • Scala

Cloud Providers

  • AWS
  • Goolge Cloud
  • Heroku

Success Stories

Unlock the value of Big Data to allow better data-driven decisions

Predictive Analytics

Design custom recommendation engine that reduces dimensionality and applies collaborative filtering to recognize patterns from historical, past behaviors and transactional data to make predictions about future business opportunities.

Customer Segmentation

Build single view of customer interactions to understand, segment and manage information in a more effective way to improve engagement and satisfaction.

Social Listening & Analysis

Perform sentiment analysis of reviews and comments about products and services on various social media platforms.