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<!doctype html>
<html>
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Partners - DGB</title>
<link rel="icon" href="images/title.png" type="image/png type">
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/css/bootstrap.min.css"
integrity="sha384-ggOyR0iXCbMQv3Xipma34MD+dH/1fQ784/j6cY/iJTQUOhcWr7x9JvoRxT2MZw1T" crossorigin="anonymous">
<link href="css/services.css" rel="stylesheet">
<link href="css/header.css" rel="stylesheet">
<link href="css/footer.css" rel="stylesheet">
<link href="css/More-Less.css" rel="stylesheet">
<link rel="stylesheet" href="css/animate.css-master/animate.min.css">
<link rel="stylesheet" href="css/fakeLoader.js-master/dist/fakeLoader.min.css">
<link
href="https://fonts.googleapis.com/css?family=Poppins:100,100i,200,200i,300,300i,400,400i,500,500i,600,600i,700,700i,800,800i,900,900i&display=swap"
rel="stylesheet">
</head>
<body>
<nav class="navbar navbar-expand-lg navbar-light" id="home-navbar"> <a class="navbar-brand" href="index.html"
id="home-navbar-brand"> <img src="images/dgb-logo.png" alt="Logo" width="110" /> </a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarSupportedContent"
aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation"> <span
class="navbar-toggler-icon"></span> </button>
<div class="collapse navbar-collapse" id="navbarSupportedContent">
<ul class="navbar-nav ml-auto">
<li class="nav-item" style="font-size: 0.8rem;"> <a class="nav-link"
href="index.html#our-services">VERTICALS</a>
</li>
<li class="nav-item our-leadership" style="font-size: 0.8rem;"> <a class="nav-link"
href="index.html#our-leadership">LEADERSHIP</a> </li>
<li class="nav-item" style="font-size: 0.8rem;"> <a class="nav-link"
href="index.html#our-clients">CLIENTS</a>
</li>
<li class="nav-item" style="font-size: 0.8rem;">
<div class="dropdown">
<a class="nav-link" style="font-size: 0.8rem;">PARTNERS</a>
<div class="dropdown-content">
<a href="rstudio.html">RStudio</a>
<a href="https://moves.rwth-aachen.de/" target="blank">RWTH</a>
</div>
</div>
</li>
<li class="nav-item" style="font-size: 0.8rem;"> <a class="nav-link" href="Projects.html">PROJECTS</a>
</li>
<li class="nav-item" style="font-size: 0.8rem;"> <a class="nav-link" href="Academy.html">ACADEMY</a>
</li>
<li class="nav-item" style="font-size: 0.8rem;"> <a class="nav-link" href="Careers.html">CAREERS</a>
</li>
<li class="nav-item" style="font-size: 0.8rem;"> <a class="nav-link" href="Contact.html">CONTACT</a>
</li>
</ul>
</div>
</nav>
<header>
<div id="large-header" class="large-header">
<h1 class="main-title" style="text-transform: none;">RStudio</h1>
<canvas id="demo-canvas"></canvas>
<div class="overlay"></div>
<video autoplay muted loop id="myVideo">
<source src="videos/bg-video-5.mp4" type="video/mp4">
</video>
</div>
</header>
<div class="header-border"></div>
<section style="width: 80%; margin-left: auto;margin-right: auto;">
<div class="service-section container">
<div class="row" style="margin-top: 25px; margin-left: auto;margin-right: auto;">
<div class="csi-body">
<h5>RStudio Full Service Certified Partner</h5>
<div class="divider-line-center"></div>
</div>
</div>
<div class="row" style="margin-top: 25px; margin-left: auto;margin-right: auto;">
<p style="text-align: justify;"> DGB Technologies is a <a href="https://rstudio.com/certified-partners/">Full Service Certified Partner of RStudio </a> specializing in
solving ICT problems in a multitude of domains like health care, life sciences, biological, telecom,
cyber-security, and pharmaceutical. Through the vast expertise in AI/machine learning, big data analytics, NLP,
computer vision, cloud computing, bioinformatics, and formal methods, DGB Technologies has successfully
implemented solutions in various industries. The broad range of expertise enables DGB to develop comprehensive
end-to-end solutions to complex problems for clients using RStudio team products.
</p>
</div>
<div class="row" style="margin-top: 15px; margin-left: auto;margin-right: auto;">
<div class="col-sm-4">
<img class="service-img" src="images/rstudio-pro.png"
style="width:50%; margin-left: auto; margin-right: auto ; display: block;" />
<h6 style="text-align: center; font-size: 1.0rem;">RStudio Server Pro</h6>
<p style="text-align: justify">
DGB uses RStudio Server Pro to analyze data and create data products.
</p>
</div>
<div class="col-sm-4">
<img class="service-img" src="images/rstudio-connect.png"
style="width:50%; margin-left: auto; margin-right: auto ; display: block;" />
<h6 style="text-align: center; font-size: 1.0rem;">RStudio Connect</h6>
<p style="text-align: justify">
DGB uses Rstudio connect to publish data products for better decision making.</p>
</div>
<div class="col-sm-4">
<img class="service-img" src="images/rstudio-package.png"
style="width:50%; margin-left: auto; margin-right: auto ; display: block;" />
<h6 style="text-align: center; font-size: 1.0rem;">RStudio Package Manager</h6>
<p style="text-align: justify">
DGB uses Rstudio package manager to manage R packages & version controlling.
</p>
</div>
</div>
</div>
<div class="service-section container">
<div class="row" style="margin-top: 25px; margin-left: auto;margin-right: auto;">
<div class="csi-body">
<h5>Our Services as a Partner</h5>
<div class="divider-line-center"></div>
</div>
</div>
<h6>RStudio Administration</h6>
<div class="row" style="margin-top: 25px; margin-left: auto;margin-right: auto;">
<p style="text-align: justify;"> DGB helps its clients in setting up an integrated development
environment of Rstudio. Through it data scientists can easily analyze, develop & publish content.
Business users can utilize published contents for better decision making. It also enables IT admins
to manage, scale & operate R packages easily. Various admin related services include:
</p>
</div>
<div class="row" style="width: auto; margin-bottom: 60px; color: white;">
<div class="col-sm-6">
<div class="rounded-content">Infrastructure Integration</div>
<div class="rounded-content">User Authentication </div>
<div class="rounded-content">Email Scheduling</div>
</div>
<div class="col-sm-6">
<div class="rounded-content">Launcher Capability with Kubernetes</div>
<div class="rounded-content">Vertical Scaling with Load Balancing</div>
<div class="rounded-content">Cloud Solutions</div>
</div>
</div>
<h6>RStudio Packages</h6>
<div class="row" style="margin-top: 25px; margin-left: auto;margin-right: auto;">
<p style="text-align: justify;"> We use multiple RStudio packages for building web apps, generating
reports & documents, and creating web APIs. RStudio provides multiple database connectors and
enables interaction with Big Data architecture.
</p>
</div>
<div class="row" style="margin-top: 15px; margin-left: auto;margin-right: auto;">
<div class="col-sm-3">
<img class="service-img" src="images/tidyverse.png"
style="width:50%; margin-left: auto; margin-right: auto ; display: block;" />
<p style="text-align: justify">
The tidyverse is an opinionated collection of R packages designed for data science. All packages
share an underlying philosophy and common APIs.
</p>
</div>
<div class="col-sm-3">
<img class="service-img" src="images/ggplot2.png"
style="width:50%; margin-left: auto; margin-right: auto ; display: block;" />
<p style="text-align: justify">
The ggplot 2 is an enhanced data visualization package for R. Create stunning multi-layered
graphics with ease.
</p>
</div>
<div class="col-sm-3">
<img class="service-img" src="images/dplyr.png"
style="width:50%; margin-left: auto; margin-right: auto ; display: block;" />
<p style="text-align: justify">
The dplyr is the next iteration of plyr, focussing on only data frames. dplyr is faster and has
a more consistent API.
</p>
</div>
<div class="col-sm-3">
<img class="service-img" src="images/tidymodels.png"
style="width:50%; margin-left: auto; margin-right: auto ; display: block;" />
<p style="text-align: justify">
The tidymodels framework is a collection of packages for modeling and machine learning using
tidyverse principles.
</p>
</div>
<div class="col-sm-3">
<img class="service-img" src="images/shiny.png"
style="width:50%; margin-left: auto; margin-right: auto ; display: block;" />
<p style="text-align: justify">
Shiny makes it incredibly easy to build interactive web applications with R. Shiny has automatic
“reactive” binding between inputs and outputs and extensive pre-built widgets.
</p>
</div>
<div class="col-sm-3">
<img class="service-img" src="images/rmarkdown.png"
style="width:50%; margin-left: auto; margin-right: auto ; display: block;" />
<p style="text-align: justify">
The rmarkdown lets you insert R code into a markdown document. R then generates a final
document, in a wide variety of formats, that replaces the R code with its results.
</p>
</div>
<div class="col-sm-3">
<img class="service-img" src="images/tensorflow.png"
style="width:50%; margin-left: auto; margin-right: auto ; display: block;" />
<p style="text-align: justify">
TensorFlow™ is an open-source software library for Machine Intelligence. The R interface to
TensorFlow lets you work productively using the high-level Keras and Estimator APIs and the core
TensorFlow API.
</p>
</div>
<div class="col-sm-3">
<img class="service-img" src="images/tidyr.png"
style="width:50%; margin-left: auto; margin-right: auto ; display: block;" />
<p style="text-align: justify">
The tidyr makes it easy to “tidy” your data. Tidy data is data that’s easy to work with: it’s
easy to munge (with dplyr), visualise (with ggplot2 or ggvis) and model (with R’s hundreds of
modelling packages).
</p>
</div>
</div>
</div>
<div class="service-section container">
<div class="row" style="margin-top: 25px; margin-left: auto;margin-right: auto;">
<div class="csi-body">
<h5>RStudio Technology Stack</h5>
<h6 style="text-align: center;">End-to-end AI/ML Implementation</h6>
<div class="divider-line-center"></div>
</div>
</div>
<div class="row" style="margin-top: 25px; margin-left: auto;margin-right: auto;">
<p style="text-align: justify;">
DGB uses the Rstudio technology stack to create AI/ML pipelines and provides end to end solutions
for its clients.
</p>
</div>
<div class="row" style="margin-top: 15px; margin-left: auto;margin-right: auto;">
<img class="service-img" src="images/technology_stack_without_products.png"
style="width: 100%; height: 100%; margin-left: auto; margin-right: auto ; display: block;" />
</div>
<div class="row" style="margin-top: 25px; margin-left: auto;margin-right: auto;">
<p style="text-align: justify;"> DGB offers end-to-end AI/ML implementation to its customers in diverse
domains. Following steps are included in a typical journey of data science use case.
</p>
</div>
<div class="row">
<img class="service-img" src="images/steps.png"
style="width: 90%; height: 100%; margin-left: auto; margin-right: auto ; display: block;" />
</div>
<div class="row" style="margin-top: 15px;">
<div class="col-sm-4">
<div class="card"> <img class="card-img-top" src="images/step_6.png" alt="Card image cap">
<div class="card-body">
<h5 class="card-title">Data Maturity Modeling
</h5>
<p style="text-align: justify;">
Provide guidelines to
ensure comprehensive data definition that helps to identify data points.
<br>
</p>
</div>
</div>
</div>
<div class="col-sm-4">
<div class="card"> <img class="card-img-top" src="images/step1_u.png" alt="Card image cap">
<div class="card-body">
<h5 class="card-title">Domain Knowledge</h5>
<p style="text-align: justify;">
Get in depth knowledge of domain, rules and regulations.
Identification of different data dimensions.
<br>
</p>
</div>
</div>
</div>
<div class="col-sm-4">
<div class="card"> <img class="card-img-top" src="images/step2_u.png" alt="Card image cap">
<div class="card-body">
<h5 class="card-title">Data Ingestion Platform</h5>
<p style="text-align: justify;">
Compilation of data from different platform such as Cloud (public, private). Selection of data objects.
</p>
</div>
</div>
</div>
</div>
<div class="row" style="margin-top: 15px; margin-bottom: 100px;">
<div class="col-sm-4">
<div class="card"> <img class="card-img-top" src="images/step3_u.png" alt="Card image cap">
<div class="card-body">
<h5 class="card-title">Smart Data
Preparation</h5>
<p style="text-align: justify;">
Complete data preparation pipeline.
Data Acquisition,
Treating Missing Values,
Removing Null Values,
Data Filtering and
Data Conversions
</p>
</div>
</div>
</div>
<div class="col-sm-4">
<div class="card"> <img class="card-img-top" src="images/step4_u.png" alt="Card image cap">
<div class="card-body">
<h5 class="card-title">AI/ML Scientific Works</h5>
<p style="text-align: justify;">
Regression Models,
Classic ML Model,
Longitudinal Analysis,
Feature Reduction,
Neural Networks,
LSTM,
Optimization Algorithms, etc.
</p>
</div>
</div>
</div>
<div class="col-sm-4">
<div class="card"> <img class="card-img-top" src="images/step5_u.png" alt="Card image cap">
<div class="card-body">
<h5 class="card-title">Visualization Engine</h5>
<p style="text-align: justify;">
Use a visualization platform that has the capabilities to aggregates large complex data
in real time.
Visualize data to help decision makers.
</p>
</div>
</div>
</div>
</div>
<!-- <div class="row" style="width: auto; margin-left: auto;margin-right: auto; margin-bottom: 80px; color: white;">
<div class="col-sm-4">
<div class="rounded-description">
<h3>Domain Knowledge</h3>
<p style="text-align: justify;">
In depth knowledge of domain, rules and regulations.
Identification of data dimensions.
<br><br>
</p>
</div>
</div>
<div class="col-sm-4">
<div class="rounded-description">
<h3>Data Ingestion Platform</h3>
<p style="text-align: justify;">
Compilation of data from different platform such as Cloud
(public, private etc.). Selection of data objects.
</p></div>
</div>
<div class="col-sm-4">
<div class="rounded-description">
<h3>Smart Data
Preparation
</h3>
<p style="text-align: justify;">
A complete data preparation pipeline.
Data Acquisition
Treating Null Values
Missing Values
Data Filtering
Data Conversions
</p></div>
</div>
<div class="col-sm-6">
<div class="rounded-description">
<h3>AI/ML Scientific Works</h3>
<p style="text-align: justify;">
Regression Models
Classic ML Model
Ensemble Methods
Longitudinal Analysis
Feature Reduction
Feature Importance
Deep Learning Methods
Neural Networks
Convolutional NN
Long-short Term Memory
Optimization Algorithms
</p></div>
</div>
<div class="col-sm-6">
<div class="rounded-description">
<h3>Visualization Engine</h3>
<p style="text-align: justify;">
Use a visualization platform that has the capabilities to aggregates large complex data in real time.
Visualize data to help decision makers for better decision making.
<br><br>
</p></div>
</div>
</div> -->
<h5>Custom Solutions with RStudio AI/ML Pipeline</h5>
<div class="divider-line-center"></div>
<div class="row" style="margin-top: 15px; margin-left: auto;margin-right: auto;">
<!-- <div class="col-sm-7">
<div class="row" style="width: auto; margin-left: auto;margin-right: auto; margin-bottom: 80px; color: white;">
<div class="col-sm-6">
<div class="card" >
<div class="card-body">
<h5 class="card-title">Collect Data</h5>
<p style="text-align: justify;">
Use database connectors to import data in Rstudio Server Pro
<br>
</p>
</div>
</div>
</div>
<div class="col-sm-6">
<div class="card" >
<div class="card-body">
<h5 class="card-title">Pre Processing </h5>
<p style="text-align: justify;">
Use tidyverse and dplyr for data pre processing
</p>
</div>
</div>
</div>
<div class="col-sm-6">
<div class="card" >
<div class="card-body">
<h5 class="card-title">Analysis</h5>
<p style="text-align: justify;">
Write Multi Language Scripts and use ggplot2 and purrr packages to analyse data
</p>
</div>
</div>
</div>
<div class="col-sm-6">
<div class="card">
<div class="card-body">
<h5 class="card-title">AI/ML</h5>
<p style="text-align: justify;">
Use keras and caret to apply multiple ML & DL models for predictions.
</p>
</div>
</div>
</div>
<div class="col-sm-3"></div>
<div class="col-sm-6">
<div class="card" >
<div class="card-body">
<h5 class="card-title">Reports</h5>
<p style="text-align: justify;">
Create Shiny Apps, Rmarkdown reports for better decision making and publish it on Rstudio Connect
</p>
</div>
</div>
</div>
<div class="col-sm-3"></div>
</div>
</div>
<div class="col-sm-5" style="margin-top: auto; margin-bottom: auto;">
<img class="service-img" src="images/pipeline.png" style = "width: 100%; margin-left: auto; margin-right: auto ; display: block;" />
</div> -->
<img class="service-img" src="images/pipeline_u.png"
style="width: 100%; height: 100%; margin-left: auto; margin-right: auto ; display: block;" />
</div>
</div>
</section>
<footer class="text-center">
<div class="container">
<div class="row">
<div class="col-sm-5"> <img src="images/dgb-logo-w.png" class="footer-logo" width="150px"
style="padding-bottom: 8px;" />
<p>An independent technology research
company dedicated to implementing
next-generation ideas and inventing
solutions in niche technology areas.</p>
<p class="copyrights">© 2020 copyright all right reserved by DGB Technologies</p>
</div>
<div class="col-sm-2"></div>
<div class="col-sm-5">
<h5 style="text-align: left;">Contact us</h5>
<div class="footer-contact"> <img src="images/location-ic.png" width="20px" />
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