Machine Learning Services
From model lifecycle to feature engineering — machine learning taken to production.
Machine Learning Services
Our Machine Learning consultancy help customers meet the demands of today, plan for tomorrow and quickly realize tangible business benefits through data integrity and actionable insights
Model Lifecycle
Model Building
Our Data Science team can create a Machine Learning Model based on your business requirement. We can build and train models using supervised, unsupervised and reinforcement learning.
Model Optimization
We optimize the model for maximum accuracy. For optimization, we use hyper-parameter tuning, gradient descent, SGD, ensemble & boosting and many more processes, to derive the best outcomes from the model
Model Evaluation
To test the performance of Machine Learning Models, we use Cross Validation, RSS, RSME, MSE, Log-loss, F-measure, Precision-Recall etc. to ensure models perform well.
Feature Engineering
Feature Selection
Our expert team can help you with feature selection using techniques like PCA, LSH, SVD etc., for the best performance from a Machine Learning Model.
Feature Transformation
We are experienced in feature transformation using techniques like PCA, nn-gram, Tokenizer, StopWordsRemover, OneHotEncoder, VectorIndexer, Normalizer and much more.
Feature Extraction
Our team has the expertise to deal with raw data using TF-IDF (HashingTF and IDF), Word2Vec, CountVectorizer.
Interested in this programme?
Talk to our team about curriculum, schedule and enrolment.