We are excited to announce that we have been selected to participate in the AWS Builder Space program!
Democratizing Real-time Machine Learning
Datomize is a fully managed platform providing real-time codeless machine learning. It loads your datasets, trains the best learning algorithm to your needs and deploys - all in under a minute, automatically.
Datomize opens the possibility to use real-time machine learning models for everyone with less effort at a lower cost.
Fully automated and managed service
Automating the data science lifecycle, end-to-end
Going from raw data through training to effective predictions in seconds
Adapting to world changes by continuous real-time training of existing model
Fast and more accurate models
Choosing the best fitted algorithm and hypertuning it to hit goals
Inspiring confidence in predictions with human friendly explainable models
Turn data to predictions and use it without writing a single line of code
About Automated Machine Learning
AutoML approach is different, in this approach we don’t need a human. Because program makes feature engineering, model trains by automate. AutoML is open domain — we can run the same algorithm on any type of data like credit scoring, sales stock, text classifications, and others.
We have surveyed AutoML deep learning approaches, but this is just one class of AutoML techniques you can find in predictive modeling. In general, AutoML approaches are most efficient in following domains, optimizing performance, speed for predictive models or both. There are also many other criteria that can be taken into account such as explainability of predictive models, however AutoML capable of optimizing those criteria are in their infancy.