AI - NEUROTECH

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.

statistics

The Art of communicating results in data science

This article will provide a smooth guide on how someone can build strong art of communicating results in the data science field simply because is a potential part when it comes to reporting insights to stakeholders and Analysis.

ASR

Automated speech recognition approaches and challenges

This article intended to provide an understanding of Automatic speech recognition from opportunities, types of approaches, limitations, and measures of the success of the ASR solutions.

interactive results

Interactive results with jupyter notebooks

From this article, you will understand how to build interactive results for your machine learning solutions on jupyter notebook using ipywidgets.

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.

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.

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