mLAB - Live Environment



A live lab environment in which the user can experiment with different stages of the machine learning life cycle. mLAB includes tools for EDA, model training, fine tweaking trained models and inference using trained models, among other things.

EDA

Data Auto Explorer

EDA refers to the analysis of data sets to get thier main characteristics often using various statistical and visualization techniques.

Auto ML

Auto ML

Training refers to the process of configuring a machine learning model by changing the weights and bias based on patterns in training data and new data otained.

Text Analytics

Text Analytics

Natural Language Processing mainly deals with giving computers ability to process and analyze human speech and text from different sources

Forecasting

Time Series Forecasting

Forecasting refers to the method of predicting future occurences of any event based on relevant past and present data on the event.

EDA

Computer Vision

Computer Vision refers to the ability of the computer to identify and process objects in images and videos.

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