Data collection and preparation
Everything from choosing where to get the data, up to the point it is clean and ready for feature selection/engineering
AI Brook is a Group of AI-Expert Technology People Who Develop, Train and Deploy World-Class Machine Learning Models and Support Artificial Intelligence Powered Solutions
CNN and neural network image recognition is a core component of deep learning for computer vision, which has many applications including e-commerce, gaming, automotive, manufacturing, and education.
ML model identifies words and phrases in spoken language and convert them to a machine-readable format
Natural Language Processing (NLP) is an application of Artificial Intelligence that enables computers to process and understand human language
Computational intelligence is a set of nature-inspired computational methodologies and approaches to address complex real-world problems
Everything from choosing where to get the data, up to the point it is clean and ready for feature selection/engineering
This includes all changes to the data from once it has been cleaned up to when it is ingested into the machine learning model
Getting a "better than baseline" result upon which we can (hopefully) improve
This includes the selection of the measure as well as the actual evaluation; seemingly a smaller step than others, but important to our end result
This is where we iteratively go from a "good enough" model to our best effort
Creating ML models from conceptualization to production is typically complex and time-consuming. Quantity and quality of data dictate accuracy of model.
Manage large amounts of data to train the model, choose the best algorithm for training it, manage the compute capacity while training it. Test the model against previously unseen data
Deploy the model into a production environment
Tune model parameters for improved performance. Parameter tuning includes number of training steps, learning rate, initialization values and distribution
AI Brook Pte Ltd
68 Circular Road #02-01, Singapore 049422