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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.
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
Consulting
Appropriate scope identification, feasibility assessment
Check Out Our Successful Data Science Solutions And How We Delighted Our Customers
Simplifying The Complexity Of The Healthcare Industry
ProofPilot is an American internet company with offices in New York City that maintains a research platform allowing users to design, manage, launch and participate in research studies. The software as a service product is described as a DIY (do it yourself) platform to run research studies like clinical trials, randomized controlled trials, and longitudinal outcome studies. Mindbowser set up the product development team for ProofPilot.
We Implemented Data Analytics And ML Solutions To Predict The Purchasing Nature Of A Customer
A machine learning platform that allows for non-technical business professionals to select, train and apply machine learning to their business. Based in Bellevue, Washington. The company was looking for a reliable partner who could deliver an end-to-end data analytics solution for them. Mindbowser helped the customer determine patterns from their data and provide actionable insights that were used to segregate their most important customer profile.
We Worked With The Largest Genome Research Institute On Building New Interfaces
The world’s largest Genome company wanted to develop a web interface that would store data in a structured format in the database, which can be further used for data analytics and provide suggestions. We developed the Web-interface using React and Python to deliver them an ultimate solution.
Helped An Ecommerce Company Optimize Their Supply Chain Using Data
A subscription box based eCommerce platform that ships organically-grown succulents from a SoCal nursery to any address in the United States was looking to optimize their shipping process to be inline with daily weather forecasts the deliveries at the best port and at the best time of the day. The company ships 100K+ of succulents each week, to every state, all year long. Mindbowser helped the company build a program that optimized their logistics operation and brought efficiency to their operations using data points.
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 For Data Science Services?
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.
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