DataRobot, an enterprise AI company, and eBlocks Software, a future-focused technology company providing end-to-end digital and data solutions, are pleased to officially announce a partnership designed to accelerate AI capabilities within Africa, enabling large enterprises to scale and rapidly providing customers with an end-to-end solution that enhances customer experience:
SOME OF THE KEY FEATURES
HUMAN-CENTRIC DESIGN, IDEAL FOR BUSINESS USERS
Domain expertise is the key to developing effective predictive models. DataRobot enables business users to generate accurate models quickly and perform sophisticated data science functions directly.
SPEEDS MODEL EVALUATION
DataRobot builds a leaderboard so you can see which models perform best with your data, and provides the tools you need to explore and compare individual models.
UNSUPERVISED ANOMALY DETECTION
Uncover anomalies in a dataset with DataRobot's unsupervised ensemble blend model, which can offer new insights even in familiar datasets.
BUILDS THE WORKFLOW FOR YOU
DataRobot creates the predictive modelling workflow for you. It knows what to do at each step of the process, and does it automatically, without prior programming or manual input from users.
AUTOMATES FEATURE ENGINEERING
DataRobot prepares data automatically, performing operations like one-hot encoding, missing value imputation, text mining, and standardisation to transform features for optimal results.
LEVERAGES INNOVATIVE OPEN SOURCE ENGINES
To harness the most advanced techniques, DataRobot uses open source machine learning libraries like R, scikit-learn, TensorFlow, Vowpal Wabbit, Spark ML, and XGBoost.
SUPPORTS ADVANCED TUNING
DataRobot automates model tuning, but also supports manual tuning so data scientists can tune and adjust machine learning algorithms for even better results.
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