Services
What We Offer
NT Data Science Platform
Number Theory is a visual Data Science studio with integrated notebook capability or both non-coders and coders. One Platform for Deep Learning, Data prep, Model Development & ML Ops with integrated open source AI libraries = Your AI Playground.
Subscription-based Engagement
Number Theory offers hardware procurement and management. Start your Data Science Journey almost instantly. Data science experimentation at low upfront cost and linear scaling up cost.
Professional Services
Number Theory will scale up your data science operation by extending your team. Our team builds AI architecture with enterprise Grade CD/CI for Data Science alongside our fellow Data Scientists, Data Engineers and AI architects.
NT Visual Data Science Platform
Deep Learning for Everyone
PREPARE
Prebuilt data connectors for faster data integration. Designed and built to handle massive scale data. Connectors: Hadoop, Hive, Relational DBs ( Oracle, SQL etc), No Sql DB (Cassandra , MongoDB, Hbase), New Sql DB ( VoltDB etc), Real time streaming, Multiple file formats ( ORC, Avro, XL9, CSV etc)
AUTODEX AND VISUALIZE
Auto Explore and Visualize for every column. Chose any sample size or explore complete data. Statistical Data Analysis for every column. Data Visualization through different plots such as Histogram, ScatterGraph, StackedBarGraph, BubbleChart, HeatMapChart, LineChart, PieChart, BarGraph
BUILD AND TRAIN
Rapidly build Machine Learning, Deep Learning and Graph Models through Data Science Studio. Comprehensive model evaluation offers a rich set of evaluation metrics to evaluate the model performance and aid in best model selection.
AUTOMATED DATA SCIENCE
Automated feature synthesis & selection, relationship management, hyper parameter tuning, and best model selection. Auto selects best modelling algorithms and parameter configuration for best model performance. Automated hyper parameter tuning for best performance. Various parameter optimization techniques such as Bayesian optimization, grid search, etc. are supported. Provide time bound Auto ML capability to optimize the compute cost.
INTEGRATED NOTEBOOK
Unbounded data science platform with integrated notebook to provide flexibility to write custom code. Flexibility to write code in Python Spark, R Spark and Scala. Can Run as Single Node Program or as a distributed computing cluster program. Integrated open source libraries to make it your true AI Playground.
MODEL DEPLOYMENT, MONITORING, AND GOVERNANCE
Comprehensive model deployment process and one-click deployment from development cluster to production with built in versioning and model publishing control Model performance monitoring at parameter levels for deeper understanding of model behavior and comprehensive scheduling and governance of model retraining on new data sets.
COLLABORATE
Collaborate among multiple stakeholder and efficiently manage the complete data science project lifecycle. Video Documentation, Guided tours and Context aware help for better productivity and collaboration.