How do different data preprocessing techniques affect performance of machine learning models on prediction tasks?

Artificial intelligence (AI) and machine learning (ML) systems have become central to modern data-driven decision-making. They are now widely applied in fields as diverse as healthcare, finance, cybersecurity, transportation, and social media analytics. Despite advances in algorithmic design—such as ensemble methods, support vector machines, and deep neural networks—the effectiveness of predictive models often depends less…

Read More

Aquarius Horoscope Today, February 15, 2026: Don’t argue to prove you’re right

As we navigate through today’s tumultuous energies, self-doubt may rear its head, magnified by cosmic alignments. It’s vital to adopt a cautious financial stance, as expenditures could exceed income, leading to potential pitfalls if not managed wisely. In your relationships, strive for transparency and empathy. Students and entrepreneurs, center your efforts on self-discipline and grounded…

Read More

IIIT Hyderabad launches 12-week certificate course on engineering agentic AI systems

New IIIT Hyderabad programme focuses on agentic AI system design, deployment and real-world applications training NEW DELHI: Indian Institute of Information Technology Hyderabad’s Division of Flexible Learning has introduced a 12-week online certificate programme on engineering agentic AI systems.It is titled Engineering Agentic AI Systems: Agentic AI from Concepts to Practice and will be delivered…

Read More

Kannur University result 2026: First semester BA, BCom, BBA degree programmes schedule released

Kannur University result 2026 Kannur University has released an official notification regarding the First Semester BA, BCom and BBA Degree examinations under Private Registration. The schedule is for Supplementary candidates from 2020 to 2023 admissions. The examinations relate to the November 2025 session. The university has published the official timetable for these candidates along with…

Read More

AIKCC and BKCC to collaborate with FCCI to learn modern farming techniques in Netherlands | India News

Representative image (AI-generated) NEW DELHI: Leading Indian farmer associations are planning to collaborate with the Foundation for Critical Choices for India (FCCI) to gain exposure to advanced agricultural technologies in the Netherlands.The All India Kisan Coordination Committee (AIKCC) and the Bhartiya Kisan Coordination Committee (BKCC) are in discussions with FCCI to facilitate a technology-focused visit…

Read More

Full-spectrum philanthropy can help India truly lead in STEM education

Why foundational skills and frontier science must grow together to close India’s learning gaps. India has made remarkable strides towards development since Independence. In the past decade alone, the country’s education and innovation landscape has transformed at record speed. Between 2014 and 2023, Indian Institutes of Technology have expanded from 16 to 23, medical colleges…

Read More

Boeing & AI, give us some plane truths please

Amit Singh Capt. Amit Singh is an aviation professional with over 35 years of experience in commercial airlines, including pivotal roles in three startup airlines, where he developed systems for efficient, low-cost, and profitable operations. A leader in flight operations, safety, and pilot training, he channels his expertise into writing insightful articles on aviation, history,…

Read More

Yuzvendra Chahal ‘Yuzi’s’ ₹25 crore multi-storey bungalow in Gurgaon combines designer interiors, cricket trophy gallery and family-first living

Yuzvendra Chahal, fondly known as ‘Yuzi’, is Indian cricket team’s charismatic leg-spinner who has created a unique name for himself across formats. From being a chess prodigy to becoming one of the most dependable bowlers of the Indian cricket team, his journey is inspirational. Chahal has played a significant role in myriad national and international…

Read More