Paraphrase Text in Python Using NLP Libraries

Python is a robust object-oriented programming (OOP) language that finds a lot of use in the field of artificial intelligence. It is so useful that mega tech companies like Google have made libraries such as Tensorflow to help people to leverage powerful machine learning algorithms and models for various purposes. People have made ‘sign language’ … Read more

Importance of Kubernetes in IoT Applications

Kubernetes is a service used for deploying cloud-native applications. As cloud applications are associated with our IoT devices and products, that is where we get the requirement of building IoT applications with Kubernetes. IoT analytics is moving from the cloud to the edge because of security, latency, autonomy, and cost. However, distributing and managing loads … Read more

Top 10 Hugging Face Datasets

The most important task in any machine learning model is finding or building a dataset that accommodates your algorithm. Without the correct foundation, your machine learning model may not perform in its intended way. While well-known sites such as Kaggle allow you to download and utilize thousands of adequate datasets, a few other dataset providers … Read more

Feature Store – Why Do You Need One?

A feature store is a storage system for features. Features are properties of data calculated through an ETL process or feature pipeline. This pipeline takes raw data and calculates a property from it. This property – usually a numeric value – will be useful to a machine learning model. It is important to find adequate, … Read more

Optimal Transport and its Applications to Fairness

Having its roots in economics, optimal transport was developed as a tool for how to best allocate resources. The origins of the theory of optimal transport itself date back to 1781, when Gaspard Monge studied the most efficient way to move earth to build fortifications for Napoleon’s army. In its full generality, optimal transport is … Read more

Machine Learning Software Tools for Developers

Any specialized software in artificial intelligence, self-iterated data analysis, supervised learning, and other machine learning algorithms are considered machine learning software. Machine learning can be used in many software applications, including email classification or human-computer interaction. Machine learning software is available for modeling, designing, recruitment, and accounting. It can make all the difference between a … Read more

AI Changing the Translation Industry

We are currently at a point in language and technological development when a collision is inevitable – some may even argue that it has already occurred. We are simply waiting for the dust to settle. Digitalization, the Internet of Things, AI and machine learning, and – going back even farther – the smartphone, voice recognition, … Read more

Delivering the Future of Uber-Like Apps With AI an

Uber is, so far, the most popular ride-sharing application, with over 93 million users globally. The application was a revolutionary solution back in 2009; for over 13 years, it has kept increasing revenue. In 2015 Uber was one of the first to adopt machine learning for processing big data. Within the next 3 years, the … Read more

Advancing Cybersecurity Using Machine Learning

While businesses and services are expanding into cyberspace with minimal improvement in the traditional cybersecurity techniques, cybercriminals are revolutionizing cyber-attacks with artificial intelligence. Cyber ​​threats are getting novel by the day and leaving under-resourced security operations analysts only to catch up. According to Sridhar Muppidi, Technology Security Chief at IBM, he alluded that security professionals … Read more

Top 5 Datadog Integrations to Improve Efficiency

Datadog is an exceptional tool for DevOps teams, developers, and SREs. It’s suitable for a broad range of cloud applications of every size. However, despite its powerful capabilities, most businesses aren’t making the most of Datadog. Are you? Can you see how newly launched features are affecting user experience? Can you immediately see the root … Read more