MLgam
MLgam: Engineering Future-Ready Businesses
MLgam – An
Amalgamation of ML
Models to Unleash the
Full Potential of
Machine Learning
MLgam, Affine’s premier Machine Learning Experimentation Platform, tackles these challenges head-on by integrating advanced self-service mathematical modeling with comprehensive MLOps capabilities. This powerful combination transforms MLgam into a pivotal tool for managing the entire lifecycle of business processes efficiently and effectively.
The MLgam Advantage – End-to-End ML Solution Tailored for Business Excellence
Data Extraction & Management
Thorough data extraction from various datapoints and source systems into comprehensive data lakes and analytical datasets.
Exploratory Data Analysis
Interpret data, identify anomalies and irregular patterns using univariate/bivariate analysis by leveraging plots and visual methods.
Feature Engineering
Generate relevant data to develop new/improve existing ML models that aid in effective data transformation.
Feature Store
Search, access, and serve new features for various ML pipelines and user groups to promote business efficiency.
Feature Selection
Select desired features that aid in enhancing ML models from readily available list of widely used feature selection techniques.
Model Development
Select the best ML model from multiple architectures by defining target variables and hyper-parameters.
Deployment & Versioning
Export and maintain various data experiment models that can be deployed on cloud, on-premise, or hybrid environments.
Discover how companies across various sectors utilize our Sentiment Analysis to continuously enhance their products and services, aligning closely with their customers’ changing preferences.
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Why Partner with Affine?
Customized Frameworks
Each ML solution is crafted to address unique business challenges, ensuring that your specific needs are met with precision and efficiency.
Efficient Data Conditioning Practices
Handle all data discrepancies using our automated data and feature treatment models for invalid, missing, and outlier data.
Accessible and User-Friendly
Present insights without any coding efforts using our easy-to-use ML models integrated with a point-and-click interface.
Rapid and Reliable
Our platform is designed for speed, allowing you to process and analyze large datasets quickly and derive meaningful insights in real-time.
Contact us today to discover how our machine learning solutions can propel your business forward.
