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Are You Looking For An Experienced Data Science Team For Your Businesses?
Our Offerings
We offer end-to-end data science services to help you get value out of your data. Just share your data and we will handhold you to decipher it.
Consulting
Appropriate scope identification, feasibility assessment
Data Preparation
Enriching the data preparation processes by missing value replacement, outlier analysis
Model Generation
Generating, testing, and refining model-based data on the validity of the output
Migration
Migration of algorithms, models from one platform to the other, e.g., SAS to R
Explore Our Capabilities
Our team will help you understand use cases in your process where we can assist you with data backed insights to boost your bottom line. We offer customized solutions that can work with your proprietary data and integrate it into your workflow.
Data Collection
- Structured & Unstructured
- Semi-structured
- Distributed File System
- RDBMS & Big Data
- Emails, Websites & Web APIs
- Flat file (text, CSV, JSON, logs)
Data Processing
- Data Cleansing and Profiling
- Normalization, Text Mining
- Data Transformation
- Data Extractor
- Load Data to Data Warehouse
Feature Engineering
- Principal Component Analysis
- Locality Sensitive Hashing
- Singular Value Decomposition
- Vectorization, Indexer
- Text Transformation (word2vect)
- Feature Scaling
Optimization & Evaluation
- Cross-Validation
- Gradient Descent, SGD
- Hyperparameter Tuning
- Ensemble & Boosting
- Log-loss, F-measure, Precision-Recall
- RSS, RSME, MSE
Machine Learning
- Regression Algorithms
- Classification Algorithms
- Support Vector Machine (SVM)
- KD-Tree, Decision tree
- K Nearest Neighbors (KNN)
- K-means, Latent Dirichlet Allocation
Deployment Processes
- Model Deployment
- Model Pipeline
- Model Serving
- Managed Deployment
- Monitoring and Evaluation
Tools And Technologies
Our experts put statistical and mathematical methods and tools to invent solutions that help companies automate processes, optimize out-and-out operation processes, and add extract business value with data.
Why Mindbowser?
Our lean and agile team of full-stack data scientists, engineers, and application developers accelerate innovation and implementation of custom machine learning and AI products. We bring extensive cross-industry expertise backed by scientific rigor and deep knowledge of state-of-the-art techniques to design, build, and deploy bespoke AI solutions.
SOLUTION ACCELERATORS
Ready models that result in time and cost-saving
DOMAIN EXPERTS
We help you identify & validate viable use cases across your business, guide your model through to deploying your models into production
IN-HOUSE EXPERTS
A strong team led by ph.D. holders in data science and AI
FRAMEWORK AGNOSTIC
Our solutions are independent of the fremework. This means you can continue to explore new tools as well as choose different tools among open source and well as proprietary
360 DEGREE SERVICE
We cover the full spectrum of ML and AI that is required to get the right ROI for your business. This includes in-house data collection to create rule engines that are done by a single team. This means ypu have no multi-party dependencies
Get in touch for a detailed discussion.
What’s on your mind? Tell us a little bit about yourself and your question, and we will be in touch with you within 12 hours