Machine learning (ML) is the study and development of data-driven strategies to improve task performance. AI includes it. Machine learning algorithms use training data to make predictions and judgements without being programmed.

When conventional algorithms cannot be designed, machine learning algorithms are used in medicine, email filtering, speech recognition, agriculture, and computer vision.

Machine learning and computational statistics are connected. Mathematical optimisation provides machine learning methods, ideas, and applications. Data mining is unsupervised.

Also Read: What are the prerequisites to start learning machine learning?

Machine learning systems use data and neural networks like biological brains.

Business machine learning is predictive analytics.

The White House said the informal Quad alliance of Australia, India, Japan, and the US would use machine learning and other cutting-edge technology to strengthen cyber security.

According to the statement, Australia, India, Japan, and the US pledged to promote an inclusive, accessible, and open Indo-Pacific area during a Quad Senior Cyber Group meeting on January 30 and 31.

A White House statement on Thursday said the Group would leverage machine learning and other cutting-edge technologies to strengthen cyber security and build secure pathways for private-sector threat intelligence exchange and Computer Emergency Response Teams (CERT).

The group's innovative work strategy relies on these goals, it said. The organisation is also committed to establishing a framework and methodology to secure and resilient vital industries' ICT and OT supply chains.

The White House claims that Quad members' national cyber capabilities will improve, minimising severe cyber events and improving response.

According to the report, machine learning research collaboration would improve critical infrastructure cyber risk management. This improves network intrusion detection.

The White House said the security threat information sharing framework between CERTs and private sector organisations would improve real-time coordination and cyber event assessments.

According to a supply chain methodology, government-used software services, products, and suppliers will comply with a Quad-endorsed best practice standard for cyber security ICT and OT requirements for critical infrastructure.

In partnership with the Quad CET Working Group, the Group will ensure that security-by-design and best cyber security practices are integrated in ORAN and 6G technologies. Telecom security is vital to national security.

Our meeting promoted the Group's productive and ambitious agenda. According to the White House, the quad partners are working to boost cyberspace security and promote a global digital economy that benefits everyone, especially Indo-Pacific partners.

The Quad countries will soon collaborate on capacity-building projects and information sharing in the Indo-Pacific region, establish standard cyber security requirements for critical infrastructure and hold a Quad Cyber Challenge (a campaign to raise awareness among our populations and drive action to improve cyber security).

The Group discussed many topics, including the importance of using reputable vendors in the telecommunications infrastructure as part of our shared commitment to promote secure, resilient networks and technologies, including by investigating open and interoperable network solutions in each of our nations and among them.

Also Read: How Machine Learning is changing the world?

These efforts demonstrate the Quad's commitment to regional capability and Indo-Pacific telecommunications infrastructure.

According to the statement, the Quad Cyber Challenge Campaign will raise cyber security awareness among individuals, organisations, enterprises, and governments to protect them from cybercrimes and dangers that can cause significant financial and personal loss.

This initiative pledged to provide citizens with cyber security education.