Data Science

The Data Analysis team at WBPRO uses advanced techniques and knowledge to meet client needs.

Data Science Services

Our Data Analysts incorporate rigorous analytical proprietary methodologies to better understand underlying relations in data and interpret large volumes of data. We analyze data, incorporate the dynamics of nature, and provide predictions to our clients at the right time.

We offer integrated solutions in digital transformation and market intelligence. Our specialty lies in understanding clients’ market operations to come up with solutions that drive business. Going beyond the standard setup of web analytics, our Data Scientists offer business, channel, marketing, and customer analytics. Predictive analysis, data transformations, visualization, and database management are some other areas in which we specialize.

Data Science Capabilities

Our Data Science services help customers meet the demands of today, plan for tomorrow, and quickly realize tangible business benefits through data integrity and actionable insights.

Data Collection

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

Data Processing

  • Data Cleansing
  • Data Profiling
  • Normalization, Text Mining
  • Data Extractor
  • Data Transformation
  • Load Data to Data Warehouse

Feature Engineering

  • Locality Sensitive Hashing (LSH)
  • Principal Component Analysis (PCA)
  • Singular Value Decomposition (SVD)
  • Text Transformation (word2vect, TF-IDF)
  • Vectorization, Indexer
  • Feature Scaling

Optimization & Evaluation

  • Cross-Validation
  • Hyperparameter Tuning
  • Gradient Descent, SGD
  • Ensemble & Boosting
  • RSS, RSME, MSE
  • Log-Loss, F-Measure, Precision-Recall

Machine Learning 

  • Regression Algorithms
  • Classification Algorithms
  • Support Vector
  • Machine (SVM) KD-Tree, Decision Tree, Random Forest
  • K Nearest Neighbors (KNN)
  • K-means, Latent Drichlet Allocation

Deployment

  • Model Deployment
  • Model Serving
  • Model Pipeline
  • Managed Deployment
  • Monitoring
  • Evaluation
  • Feature Scaling

Advanced Analytics

Make better decisions with deeper insights and analytics.

Our Data Science Service Includes:

Data Analytics

Our real-time data processing enables accurate assessment of client behavior and operations. Our experts work to integrate data from various resources to enable a holistic view of data. Also, we convert these data into easy-to-understand formats for better application. We help our clients create and manage data for different applications while staying compliant with the regulatory framework.

Predictive Modeling

Our Data Analysts analyze historical and contemporary facts to identify customer trends and make future predictions. We apply various modeling methods such as artificial intelligence, machine learning, and statistics to draw the best possible prediction of an outcome. Our data-driven predictive models help companies solve longstanding issues with innovative solutions and cutting-edge technologies.

Basic Analytics

Our experts turn clients’ data into the most usable medium to facilitate rapid data discovery and effective decision making. We offer business performance management and financial modeling analysis to assist our clients with predictions using ML. Our consistent and high-quality analyses help to identify better opportunities for growth with the correct, complete, and secure data in place.

Testimonials

What our clients say

WBPRO software applications are used by some of the world’s biggest enterprises. See what our clients have to say about how our high-quality development services help them transform their organizations.

I have worked with WBPRO now for almost 10 years and it has always been and continues to be a terrific experience. From customer service to the product, everything is flawless.

Isabel Chattas
Co-owner of SiiNC Agency

Contact Data Science Experts