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natural language processing

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Building a Machine Learning Platform [Definitive Guide]

Stephen Oladele, 4 min
Moving across the typical machine learning lifecycle can be a nightmare. From gathering and processing data to building models through experiments, deploying the best ones, and managing them at scale for continuous value in production—it’s a lot.  As the number of ML-powered apps and services grows, it gets overwhelming for data scientists and ML engineers…
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Sentiment Analysis in Python: TextBlob vs Vader Sentiment vs Flair vs Building It From Scratch

by Shahul ES, 4 min read
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Data Augmentation in NLP: Best Practices From a Kaggle Master

by Shahul ES, 5 min read
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The Best NLP/NLU Papers from the ICLR 2020 Conference

by Kamil Kaczmarek, 3 min read
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Text Classification: All Tips and Tricks from 5 Kaggle Competitions

by Shahul ES, 4 min read
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Document Classification: 7 Pragmatic Approaches for Small Datasets

by Shahul ES, 8 min read
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Exploratory Data Analysis for Natural Language Processing: A Complete Guide to Python Tools

by Shahul ES, 10 min read
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Tips and Tricks to Train State-Of-The-Art NLP Models

by Shahul ES, Vignesh Baskaran, 7 min read
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