A simple way to conduct Data Augmentation by using TextAttack Library — In machine learning, it is crucial to have a large amount of data in order to achieve strong model performance. Using a method known as data augmentation, you can create more data for your machine learning project. Data augmentation is a collection of techniques that manage the process of automatically…

Karibu katika makala yangu ya kwanza katika lugha ya kiswahili ili kujifunza mambo ya teknolojia. Kiswahili ni kati ya lugha 10 zinazozungumzwa na watu wengi zaidi ulimwenguni, ina wazungumzaji zaidi ya milioni 200. Changamoto ya lugha ya kiswahili ni baadhi misamiati yake katika mambo ya teknolojia ni ngumu kwa msomaji…

Finding a remote job as a developer can be tricky. You want to work for a company that recognizes the value of remote workers, and you want to be sure that the company will support and encourage your remote working style. If you’re a developer looking for an opportunity to…

Train a Machine Learning Model with Less Time — Machine learning has a huge impact on solving business problems in a variety of industries, including health, finance, and transportation. You can collect a significant large amount of data created every day and train a machine learning model for specific tasks like product recommendations and sentiment analysis. It is recommended…

How to Smoothly Move Your Data and System to the Cloud — A cloud migration strategy is a plan a company can adopt to move some or all data and systems into the cloud. A strategy is very crucial because it can help a company to identify and validate the most efficient way to migrate its data and systems. In my previous…

No-Code tools for collecting data for your Data Science project — Web crawling is the technique used to collect a huge amount of data from different websites and learn what every webpage on the website is all about. The collected data can help you to retrieve specific information that you need. A web crawler is typically operated by search engines such…

Why Cloud adoption by companies has increased to 90% — The term cloud refers to the software and services that run on the internet instead of locally on your on-site server or computer. …

Call model API from Aibro & make a prediction — Machine learning models are usually developed in a training environment (online or offline) and then can be deployed to be used with live data. If you’re working in Data Science and Machine learning projects, knowing how to deploy a model is one of the most important skills you’ll need to…

Scikit-learn is the most popular open-source and free python machine learning library for Data scientists and Machine learning practitioners. The scikit-learn library contains a lot of efficient tools for machine learning and statistical modeling including classification, regression, clustering, and dimensionality reduction. In this article, I’m happy to share with you…