Generating Labeled Data through Weak Supervision | DataHour by Bharath Kumar (Salesforce) скачать в хорошем качестве

Generating Labeled Data through Weak Supervision | DataHour by Bharath Kumar (Salesforce)

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. Link to Resources & Speaker Profile Details: https://datahack.analyticsvidhya.com/... Stay on top of your industry by interacting with us on our social channels: Follow us on Instagram:   / analytics_vidhya   Like us on Facebook:   / analyticsvidhya   Follow us on Twitter:   / analyticsvidhya   Follow us on LinkedIn:  / analytics-vidhya