Machine Learning
Machine learning is Big Data being used at its most extreme level, processing vast and disparate data sets at a machine level to find patterns buried within, producing insights beyond human recognition.
Ray 2.0: The open-source ML project is live with its second version
Over the past two years, the open-source Ray framework, which is used by companies like OpenAI, Shopify, and Instacart, has emerged as one of the most widely used methods for enterprises to scale and manage huge and intricate artificial intelligence (AI) workloads. After going through multiple iterations over the preceding
This robot can learn its self-model without human aid
For the first time ever, a team of researchers from Columbia Engineering has developed a robot that can learn its self-model of its entire body from scratch without the aid of a human. The researchers detail how their robot built a kinematic model of itself and utilized that model to
The touchstone of machine learning: Epoch
What is an epoch in machine learning? An epoch in machine learning refers to one full pass of the training dataset through the algorithm whenever you wish to train a model with some data. As a result, it is a learning algorithm hyperparameter. With the rise of the digital age,
Using ML to cope with cryptojacking attempts
Cryptojacking is the illegal use of another person’s computing power to mine cryptocurrencies. One of the most crucial skills a security team may possess is the capacity to identify dangers and take action as soon as possible. The level of disruption and operational effect will be reduced the quicker they
Vetted Raises $14m To Help Consumers Buy Relevant Products At The Best Prices
When looking for the most relevant products and the best prices, shoppers don’t – surprisingly – have many options available to them. Depending on which research you believe, around 38-44% of product searches begin on Amazon, and another 40% or so start with a search engine. Mostly Google, of course. Along
Monitoring and controlling digital manufacturing with AI
To track and modify the digital manufacturing processes in real-time, researchers trained a new AI. Although scientists and engineers are continually creating new materials with special features that can be utilized for 3D printing, figuring out how to print with them can be challenging and expensive. A simulation teaches the digital
Machine learning makes life easier for data scientists
The much-awaited comparison is finally here: machine learning vs data science. The terms “data science” and “machine learning” are among the most popular terms in the industry in the twenty-first century. These two methods are being used by everyone, from first-year computer science students to large organizations like Netflix and
These AI-powered earbuds bring peace to noisy Zoom calls
By eliminating background noise and ensuring that its microphones only pick up the caller’s voice, new AI-powered wireless headphones called ClearBuds provide a potential answer because there is nothing worse than one team member calling into a Zoom conference from a busy cafe. Many devices currently utilize speech-enhancement technologies, including
The role of AI in robotics
All artificial intelligent agents are robots, but is it possible to generalize this to vice versa, that are robots artificial intelligence? Robots and artificial intelligence (AI) have made it possible to find creative answers to the problems encountered by humanity and companies of all sizes across industries. Yet many questions
AI-based MARL method improves cooperation between teams of robots
Researchers from the University of Illinois at Urbana-Champaign began with this more challenging task. They created a technique using multi-agent reinforcement learning (MARL), a form of artificial intelligence, to teach many agents to cooperate. Individual agents, such as robots or drones, can cooperate and finish a task when communication channels
