AI and ML Training Data
AI & ML training data train machine-learning algorithms to make them smart, reliable, and efficient. This allows you to validate your AI and ML programs and make its behavior closer to how humans would, in terms of human learning, reasoning, and self-correction. However, to make this possible, training data does need a human element. This is ‘machine learning’.
The amount of human intervention data required will depend on the type of ML algorithms that are built and the problem that it is intended to solve. Every successful AI implementation had a large amount of data behind it, and that’s where you reflect on your data strategy. Machine Learning requires time and preparation of reliable training data that helps their expertly crafted models. Lumina Datamatics provides as a partner, the vast corpus of training data so vital for its success.
From training, tuning, model selection to testing, Lumina Datamatics has worked as a partner to generate three different data sets: the training set, the validation set, and the testing set. The training data set is used to train an algorithm to understand how to apply concepts such as neural networks to learn and produce results.
Reach out to us if you are looking for a reliable partner to build these data sets. Services include:
- Generation of Training Data for Photos, Audio, Video, and Text.
- Tagging & Enrichment of Training Data for Text Analysis and Evaluations and Image Annotation
- Evaluation of Results & Testing of Systems