Data Science Capabilities
Forecasting
Decode the most complex data, cast- out uncertainty, and gather insights to prepare for a smarter tomorrow.
Text Mining
Explore and analyze Unstructured Text Corpus to identify topics, concepts and keywords and many more insights
Classification
Decision Trees
Random Forests
Artificial Neural Networks
Logistic Regression
Kernel Learning
Clustering
Unsupervised learning to group data into 2+ classes
Clustering based on similarity or dissimilarity between data points
Deep Learning
Model high level abstractions
Architecture composed of multiple non-linear transformations
Optimization
Modifying a system to make some aspect of it work more efficiently or use fewer resources