Data Science Services

We believe that machine learning and AI should be easily accessible to anyone, not just for data scientists and engineers.

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.
rpa-consulting

Consulting

Appropriate scope identification, feasibility assessment, choice of tools/technology and algorithms

Data Preparation

Enriching the data preparation processes by missing value replacement, outlier analysis, categorical variable definition.

Model generation

Generating, testing, and refining model based on the validity of the output.

Performance Tuning

Intensify model and scripts on an ongoing basis, over & above model self-learning.

Migration

Migration of algorithms, models from one platform to the other, e.g., SAS to R.

Explore Our Capabilities

Our team will help you recognize use cases in your processes where we can help you boost your business using the methods of data science. Next, 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 (PCA)
  • Locality Sensitive Hashing (LSH)
  • Singular Value Decomposition (SVD)
  • Vectorization, Indexer
  • Text Transformation
  • 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, Random Forest
  • K Nearest Neighbors (KNN)
  • K-means, Latent Drichlet Allocation

Deployment Processes

  • Model Deployment
  • Model Pipeline
  • Model Serving
  • Managed Deployment
  • Monitoring and Evaluation
Are you looking for an experienced data science team for your businesses?
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?