Unlock your NLP power with Spark NLP, the most popular NLP library in enterprises
What you'll learn
Utilize 20,000+ State-of-the-Art NLP models in 200+ languages
Train & tune your own NLP models by leveraging the Spark NLP's pre-defined classifier architecture on your own datasets
Perform popular NLU tasks in one line of code - like generate texts, summarize texts, answer questions
Deploy models as API's with NLP Server, a Docker container that contains all Spark NLPs capabilities
Requirements
Hands-on understanding of Python is needed
Recommended: basic understanding of machine learning and natural language processing
Nice to have: basic understanding of Apache Spark
Description
Welcome to Spark NLP for Data Scientist course!This course will walk you through building state-of-the-art natural language processing (NLP) solutions using John Snow Labs' open-source Spark NLP library. Our library consists of more than 20,000 pretrained models with 250 plus languages. This is a course for data scientists that will enable you to write and run live Python notebooks that cover the majority of the open-source library's functionality. This includes reusing, training, and combining models for NLP tasks like named entity recognition, text classification, spelling & grammar correction, question answering, knowledge extraction, sentiment analysis and more.The course is divided into 11 sections: Text Processing, Information Extraction, Dependency Parsing, Text Representation with Embeddings, Sentiment Analysis, Text Classification, Named Entity Recognition, Question Answering, Multilingual NLP, Advanced Topics such as Speech to text recognition, and Utility Tools &Annotators. In addition to video recordings with real code walkthroughs, we also provide sample notebooks to view and experiment. At the end of the cost, you will have an opportunity to take a certification, at no cost to you.The course is also updated periodically to reflect the changes in our models.Looking forward to seeing you in the class, from all of us in John Snow Labs.
Who this course is for
Data scientists who are looking to use Natural Language Processing at Scale
Data scientists looking to build custom natural language understanding applications
Data Analysts who want to apply about Natural Language Processing
Homepage

https://www.udemy.com/course/spark-nlp-for-data-scientists/

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