ExplainData Inc.

xD-Infrastructure
We work with you to setup and provision an enterprise-wide data infrastructure that is tailored to advanced analytics on big data. This infrastructure will pave the way to solve business problems using Data Science and Machine Learning. The main components of this module are: Data Lake, ETL, Real Time and Batch Processing, Streamlining, Scheduling, Scaling, Big Data Pipelines & Customized Workflows.

xD-Incubate
The goal of this module is to incubate new ideas and solutions by bringing together our data scientists and client’s domain experts. During this focused and intensive work we will assess the feasibility of a solution using a quick functional prototype which in turn unveils the future roadmap.

xD-EDA (Exploratory Data Analysis)
Exploratory Data Analysis is concerned with discovery, exploration, and empirically detecting phenomena in data. Our team of data scientists can provide expertise in state-of-the-art technology and methods in large-scale data manipulation and analytics, cloud and cluster computing, statistics and machine learning, and visualization to help you extract knowledge from large, complex, and noisy datasets. That is we help you to maximize the value of your data.

xD-Modeling
Modeling is not just science, it is also an art. Modeling involves selecting the right data sets, observations, algorithms and the right data munging techniques to start with. Our modeling activity encompasses a rigorous process that includes: EDA and pre-modeling activities, feature extraction, modeling approach, model evaluation and selection, post modeling activities. Finally no model will do any good if the business doesn’t understand it. Communicating the results to executives so they understand what the model discovered and how it can benefit the business is critical.

xD-Platform
We closely collaborate with you to establish Data Science capabilities for your enterprise. This module is comprised of four components:
1. xD-Infrastructure
2. Data Science Platform which consists of xD-EDA and xD-Modeling
3. Reporting Infrastructure
4. Establishing the Data Science Team (Data Engineers, Data Scientists, and Statisticians)

xD-Deploy
Model deployment and integration into client’s existing systems is as important as building a model. We collaborate with your team to deploy models and integrate them into your existing production system.