NEUROTECH AFRICA

AI

Honest truths you should know before applying AI to your business

The classic article about the truth of leveraging Artificial Intelligence in any kind of business operations.

ML monitoring

Key parts to machine learning monitoring

Through this article, you will understand which are the key parts when it comes to monitoring machine learning solutions in a production environment.

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.

How machine learning is being applied in cybersecurity

Ever wondered why IDS(Intrusion Detection System) and IPS(Intrusion Prevention System) works so accurately? How does a tool bypasses the Captcha system? How malwares can be detected with just a script? How real time cyber crime mapping works? Now then this all can be answered :) What is Machine Learning?

data science

Words to aspiring data scientists.

This article targeted to demonstrate how aspiring data scientists can strengthen their skills for career growth.

quantum

How To Build A Quantum Tic-Tac-Toe Game Using Python And Qiskit.

A simple game to introduce you to Quantum programming using the Qiskit SDK

audioclassification

Audio classification using deep learning

This article is designed to demonstrate working with audio datasets on classifying which category particular audio belongs to using deep learning.

nlp

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.

nlp

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

nlp

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

nlp

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.