Data Science & Deep Learning Solutions

Don Data Science Services and Solutions helps enterprises for Business case identification, Data veracity assessment, design recommendations Analysis, Business Values Mapping, Solution Roadmap and Technology Identification. Delivering Business Insights, Innovating and Automating Processes with AI, enriching customer Insights and Cost optimization with Deep Learning Solutions, Predictive Analytics, Natural language Processing and Computer vision.

Advanced Data Visualization Solutions

Data Science & Deep Learning Solution Offerings

  • 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 Intelligence and Decision Sciences
Data Cleansing Services & Solutions

Data Cleansing Services & Solutions

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 Wrangling or Data Munging

Data Munging or Data Wrangling is cleaning and transforming the data and pre-processing of data before the process of Data Mining. It involves Enriching the Data, Standardization, Normalization, Applying Macro, Finding Patterns, Sort, Filter, Merge, Transpose and Parse the data.

Data Analytics - Models & Algorithms

Data Analytics - Models & 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 the Right Machine Learning Algorithm

Choosing the Right Machine Learning 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.

Deploying & Optimizing Data Models

Deploying & Optimizing Data Models

Don IT Infrastructure & DevOps expertise helps you to Build & Deploy the model in production based on Performance Requirements and Optimization of Model. Don Machine Learning Solutions, 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 Product and Decision Science

Data Product and Decision Science

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

Distributed Training and Deep Learning Model Deployment

AWS Cloud Solutions

Amazon Web Services (AWS) offers reliable and scalable Cloud Computing Services.

Solutions for
AWS
Google Cloud Solutions

Google Cloud Platform (GCP) lets you build and host applications and websites on Google Cloud Infrastructure.

Solutions for
GCP
Microsoft Azure Solutions

Microsoft Azure offers enterprise grade cloud computing platform for building, deploying, managing applications.

Solutions for
Azure
Container Solutions - DevOps & Kubernetes

Deploy, Manage and Maintain Private & Hybrid Clouds across any Infrastructure using OpenStack & Kubernetes

Solution for Container &
Private Cloud

Use Cases For Data Science & Deep Learning

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

Data Science & Deep Learning Solutions

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.

What are you doing?

Talk to Experts for Assessment on DevOps Intelligence, Big Data Engineering and Decision Science

Reach Us

Transforming to a Data-Driven Enterprise

Get in Touch with us for Artificial Intelligence Platform and Enterprise Analytics Solution

Contact Us

AI & Deep Learning
Consulting Services

  • Business Case Ideas
  • Data Veracity Assessment
  • Experience Design
  • Roadmap and Value Mapping
  • Technology Identification
Learn More