DataHour: Generating Labeled Data through Weak Supervision
DataHour: Generating Labeled Data through Weak Supervision
28 Mar 202313:03pm - 28 Mar 202314:03pm
DataHour: Generating Labeled Data through Weak Supervision
About the Event
In many industrial settings, we may end up not having labeled data. Supervised Machine Learning requires labeled data, but it is not easy to obtain labeled data, and creating labeled data requires time and resources. Weak Supervision is an approach to machine learning in which high-level and often noisier sources of supervision are used to create much larger training sets much more quickly than could otherwise be produced by manual supervision (i.e. labeling examples manually, one by one).
In this DataHour, Bharath will demonstrate step-by-step how to generate labeled data and classify objectionable song lyrics through Natural Language Processing techniques.
Prerequisites: Basic understanding of NLP and interest in learning Data Science.
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
Who is this DataHour for?
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
About the Speaker
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