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7 Steps to Mastering Natural Language Processing

KDnuggets

Want to learn all about Natural Language Processing (NLP)? Here is a 7 step guide to help you go from the fundamentals of machine learning and Python to Transformers, recent advances in NLP, and beyond.

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Take Your SQL Skills To The Next Level With These Popular SQL Books

datapine

Structured Query Language (SQL) is the most popular language utilized to create, access, manipulate, query, and manage databases. A host of notable brands and retailers with colossal inventories and multiple site pages use SQL to enhance their site’s structure functionality and MySQL reporting processes.

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12 data science certifications that will pay off

CIO Business Intelligence

To qualify for the CAP certification exam, you need three years of related experience if you have a master’s degree in a related field, five years of related experience if you hold a bachelor’s in a related field, or seven years of experience if you have any degree unrelated to analytics. Not finding what you’re looking for?

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Getting ready for artificial general intelligence with examples

IBM Big Data Hub

While AGI remains theoretical, organizations can take proactive steps to prepare for its arrival by building a robust data infrastructure and fostering a collaborative environment where humans and AI work together seamlessly. NLP techniques help them parse the nuances of human language, including grammar, syntax and context.

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Lessons learned building natural language processing systems in health care

O'Reilly on Data

We’re in an exciting decade for natural language processing (NLP). Computers will get as good as humans in complex tasks like reading comprehension, language translation, and creative writing. Meet the language of emergency room triage notes. are written in English. nausea no vomiting. diaphoretic.

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Data Modeling 101: OLTP data modeling, design, and normalization for the cloud

erwin

This makes mastering basic data modeling techniques and avoiding common pitfalls imperative. This blog outlines a solid foundation for data modeling of online transaction processing (OLTP) systems as they move to the cloud. Step #1: Model the business requirements first, not the database or application-specific things.

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Build an ETL process for Amazon Redshift using Amazon S3 Event Notifications and AWS Step Functions

AWS Big Data

One of the major and essential parts in a data warehouse is the extract, transform, and load (ETL) process which extracts the data from different sources, applies business rules and aggregations and then makes the transformed data available for the business users.