MACHINE LEARNING
Evaluate. Implement. Optimize with "dbA-ai" Database Machine Learning Services.
Make the most of machine learning throughout your enterprise, identifying hidden insights, producing recommendations, detecting anomalies, evaluating and optimizing options, automating manual tasks, and more. “Data.AI” supports your whole ML lifecycle, from identifying your business priorities to implementing and scaling them.
THE DBAMAZE DIFFERENCE
The "dbA-ai": Continuous Transformation Machine Learning Services
Applied machine learning requires a team. Our data scientists, engineers, and developers use their cutting-edge experience, deep machine learning, artificial intelligence understanding, and advanced analytics and programming skills to plan, build, deploy, and manage your machine-learning projects. We support you throughout the entire process, from use case prioritization to model creation to training and running your models at scale to post-implementation performance monitoring and enhancements.
ML planning
Planning
- Define business goals and potential use cases.
- Identify gaps between “data” and “action.”
- Translate business use cases into ML problems and ML solutions.
Predictive modelling
POC-to-MVP
- Build ML models to make predictive decisions.
- Design, train and test ML models using cutting-edge model architecture and tools.
- Gain transformative positive effect of models in action.
Deploy and integrate
Application
- Integrate model outputs with various business-critical applications.
- Achieve data integration and model inference at scale.
- Operationalize production-ready ML through MLOps.
Manage and optimize
Automation
- Ensure ongoing consistency and repeatability of ML solution.
- Track solution performance, monitor alerts, refresh model.
- Feed future model building with solution automation.
GET RESULTS
Check out our machine-learning services to see if they are right for you.
The data scientists at DBAMaze assisted our Machine Learning Retail Client in developing a machine-learning model to predict a shopper’s likelihood to buy certain items. As part of this 14-week proof of concept, the client team learned the platform and absorbed the analytical approach of DBAMaze.
CUSTOMER STORY
With data science, Teleport Client can continue to serve the world's largest customers.
You predicted truck breakdowns to optimize haul truck operations for a major mining company. Teck partnered with DBAMaze to harness IoT (Internet of Things) data and generate actionable insights through AI and Machine Learning.
DBAMAZE SERVICES
Helping you every step of the way
No matter where you are in your journey, dbAmaze’s machine learning services can help.
Plot your AI roadmap
You have data, but no insights. We can help you discover how relevant business problems can be solved by machine learning. Engage dbAmaze to complete a business case and feasibility analysis.
Prove it, then model it
You have a clear business problem, relevant and clearly defined data, and ML metrics for success. Now it’s time to build your machine learning models. Engage with dbAmaze to build custom neural network architectures to test, deploy and scale.
Optimize your machine learning models
You’ve built basic machine learning models, but they don’t work or scale as well as you’d like. Meanwhile, you want to do less manual work to feed those models. Scale up the process with dbAmaze’s Machine Learning offering
Efficient, fine-tuned implementation
Your ML models are working, but they don’t operate at scale, take a lot of work to operate, retrain and deploy, and your basic pipelines aren’t yet integrated into existing applications. dbAmaze can get you there with ML Operationalization Assistance.
Data Security offerings for your Business
dbAmaze security solutions are specifically tailored and are highly effective in meeting your business objectives