nlp - NEUROTECH AFRICA

Mastering Swahili News Classification with LSTM: A Step-by-Step Guide

IntroductionIn the dynamic and broad field of artificial intelligence, the UDSM AI Community continues to be a fostering place of innovation, exploration, and collaborative learning. In our latest session, we embarked on an exciting journey into the realm of natural language processing, specifically focusing on Swahili news classification using Long

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Building a Chatbot from Your Documents with ChatGPT - No Vector Database Required

Introduction In today's world, businesses are constantly looking for new ways to improve their customer service and engagement. One way to do this is by creating a chatbot that can quickly and accurately answer customer questions. In this article, we will show you how to create a chatbot that is

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NLP Communities for Data Professionals to Join

Showcasing prospective Natural Language Processing communities where you can participate, advance your career, or gain experience tackling real-world problems.

Swahili Question and Answering

Building Swahili Question Answering App With Haystack

The Development of QA systems is one of the most diverse, fast-moving, and hot topics in the world of NLP and Business. Let's learn the implementation of Swahili Q & A with Haystack and how business leaders can leverage this to improve their customer experience.

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Low Resource Languages Vs Conversational Artificial Intelligence

In natural language processing, languages are categorized by whether they are high- or low-resource. Low-resource languages lack data that can be used for machine learning or other processing, and high-resource languages are rich in available data.

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Understanding How to Evaluate Textual Problems

Understanding the concept of what metrics can be used for the evaluation of specific cases/challenges and why is important to any data professional, let's see how textual problems can be evaluated.

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Filter Swahili SMS by categories using machine learning.

This article's main focus is on providing a method to filter annoying SMS from our inboxes. We'll learn how to group SMS messages based on the purpose for which they were sent.

sentiment analysis

The cause of a decision in Swahili social media sentiments

How a data professional can tell if Swahili social media sentiment is positive or negative?

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4 Popular Natural Language Processing Techniques

This article will demonstrate a few widely used natural language processing techniques.

data augmentation

Data augmentation in natural language processing

This article will expose various techniques for augmenting data in Natural Language Processing.

swahili

Swahili text augmentation with back translation

In this article you will learn how to augment Swahili text with back translation data augmentation technique using Google API.

Machine Translation

Understanding the concepts behind machine translation

From this article, you will understand the concept of Machine Translation, including its background, types, technologies for Machine Translation, and the current state of Machine Translation

masakhane

Amazing works being done by Masakhane in the African NLP space

This article is intended to expose the awesome work done by the Masakhane community on supporting and facilitating African Languages from various perspectives such as building datasets and tools through research etc.

spacy

Understanding spacy process pipelines

This article is intended to provide an understanding of the pipeline functions provided by spaCy.

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Audio analysis with librosa

This article will demonstrate how to analyze unstructured data (audio) in python using librosa python package.

business

Mistakes to avoid when implementing chatbots for your business

This article intended to provide understanding of the mistakes to avoid during implementation of chatbots for business for both developers and business owners.

swahili

Swahili text classification using transformers

This article intended to demonstrate the implementation of transformers models for swahili text classification.

TOPIC MODELLING

Get started with topic modeling using GENSIM.

This is interactive article designed to give reader a clear practical understanding on how to implement Gensim for Topic modelling in NLP.

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Sentiment analysis with python's nltk library

This article intended to equip reader with practical demonstration on how you can use NLTK for sentiment analysis.

chatbot

Understand how chatbots can take your business to the Next level

This article designed to introduce people to chatbots and how they can use them to improve their business

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4 reasons why should businesses adopt NLP in business operations

In this article, you will have a good grasp of how you can transform your business operations and efficiency through the effective application of NLP solutions

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Getting started plagiarism detection in python using pysimilar

In this blog post, I will show you how you can detect textual plagiarism with Python using the Pysimilar library in just two lines of code.