20 Hours Instructor Led Live Training | 20 Hours of Self Learning Labs | Five Assessments | CPE Credits | Certification on Completion
According to the industry estimates, more than 80% of the data being generated is in an unstructured format, maybe in the form of text, image, audio, video, etc. Data is getting generated as we speak, as we write, as we tweet, as we use social media platforms, as we send messages on various messaging platforms, and as we use eCommerce for shopping and various other activities. Most of this data exists in textual form. Unlocking all these unstructured data plays a vital role for every organization and business to make improved and better decisions. In this module let us unlock the same.
What you will learn
- NLP Life cycle: Reading text data, Text processing, Text to features, Text exploration
- NLP applications: Noun Phrase extraction, Text similarity, Parts of speech tagging, Information extraction NER – Entity recognition, Topic modelling, Sentiment analysis, Word sense disambiguation
- Text classification, Semantic-based classifiers, Document clustering, Data stitching using record linkage, Text summarization
- Deep learning for NLP, Converting Text to Features Using State-of-the-art Embeddings, Information retrieval using deep learning, Text classification using CNN, RNN, LSTM, Predicting the next word/sequence of words using LSTM for Emails
