Analytics Vidhya

NOVEMBER 26, 2021

This article was published as a part of the Data Science Blogathon. In this post, we will discuss the sentiment analysis problem. We have taken the Twitter US airline sentiment dataset for this empirical study. We will train various classification models and compare the performance metrics to extract useful insights. Twitter US Airline Sentiment dataset: […].

Machine Learning 333

Machine Learning Metrics Data Science Publishing 333

KDnuggets

NOVEMBER 26, 2021

Learn to use custom Named Entity Recognition and Relation Extraction models.

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Modeling 158

Analytics Vidhya

NOVEMBER 26, 2021

This article was published as a part of the Data Science Blogathon. Overview According to the internet, OpenNLP is a machine learning-based toolbox for processing natural language text. It has many features, including tokenization, lemmatization, and part-of-speech (PoS) tagging. Named Entity Extraction (NER) is one feature that can assist us to comprehend queries.

Modeling 317

Modeling Machine Learning Data Science Publishing 317

Smart Data Collective

NOVEMBER 26, 2021

With the “big data” or insurmountable, high-volume amount of information, data analytics plays a crucial role in many business aspects, including revenue marketing. Data analytics refers to the systematic computational analysis of statistics or data. It lays a core foundation necessary for business planning. Data analytics make up the relevant key performance indicators ( KPIs ) or metrics necessary for a business to create various sales and marketing strategies.

Marketing 106

Marketing Data Analytics Key Performance Indicator Analytics 106

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

Experimentation

Analytics Vidhya

NOVEMBER 26, 2021

This article was published as a part of the Data Science Blogathon. Developers are putting all their strength to make machines more intelligent, and smarter than humans. Deep learning is one such technique that contributes to developers enhancing machines. To memorize how a task is performed, what do humans do? Humans keep practicing and repeating […].

Deep Learning 308

Deep Learning Data Science Publishing Analytics 308

KDnuggets

NOVEMBER 26, 2021

Read about the new functionalities added in PyCaret’s recent release.

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KDnuggets

NOVEMBER 26, 2021

Read about the new functionalities added in PyCaret’s recent release.

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