Specialized search for Machine Learning

8+ hour, 55+ min ago (610+ words) However, traditional methods often face limitations when dealing with the scale and complexity of current financial markets. They are not always equipped to handle nonlinear behavior, high-dimensional data, or rapid changes in market structure. Modern systems, enabled by AI portfolio management course techniques, can learn continuously from data and offer more flexible, adaptive solutions. Machine learning provides new ways to answer important allocation questions, such as what fraction of capital should go into assets like Gold or Microsoft stock. Analysts now use advanced neural network architectures for portfolio management using machine learning. Two important architectures are Artificial Neural Networks and Long Short-Term Memory networks. LSTM networks are especially useful for financial applications because they are designed to work with sequential information. Their ability to remember long-term patterns makes them powerful for analyzing time-dependent behavior in markets. To use these models…...

16+ hour, 2+ min ago (28+ words) However, Alphabet and Nvidia were the most popular AI stocks with billionaire investors during the quarter. Both stocks should have tremendous growth prospects over the next several years....

21+ hour, 30+ min ago (364+ words) A new machine-learning tool can rapidly screen thousands of compounds to find those that push cancer cells into permanent senescence, offering fresh hope for tough-to-treat cancers, a new study reveals." The research published in Aging-US describes a machine-learning method developed by Ryan Wallis and Cleo L Bishop that uses cell-shape analysis to rapidly identify pro-senescence drugs, accelerating discovery for hard-to-treat p16-positive tumours. Cellular senescence is a natural state in which damaged or old cells permanently stop dividing. In cancer treatment, deliberately pushing tumour cells into senescence offers a way to halt their growth without killing them outright." The challenge has been reliably confirming senescence in cancers that already look "aged" (so-called Sen-Mark+ tumours, such as basal-like breast cancer), where conventional biomarkers often fail. To solve this, researchers Wallis and Bishop developed SAMP-Score, a machine-learning tool that bypasses traditional markers entirely....

1+ day, 12+ min ago (504+ words) MADISON, Wis. -- For the first time in over four decades, the University of Wisconsin-Madison is creating a new college designed to meet the demands of the rapid rise of artificial intelligence in education." The UW Board of Regents approved a proposal on Dec. 4 to establish the School of Computing and Artificial Intelligence (CAI). The school is a reorganization of the School of Computer, Data and Information Sciences (CDIS). CDIS was originally formed in 2019 under the College of Letters and Sciences to expand course offerings and strengthen technological research within the university. Enrollment has surged in the last few years, with over 6,000 students currently enrolled in CDIS programs." University officials say the creation of CAI marks the next step in supporting the program's growth at a time where artificial intelligence affects students' everyday lives." "We're living through something of an AI…...

1+ day, 2+ hour ago (228+ words) Orientation sessions, Mini Grinds, district evaluations, and a city showcase will shape Delhi's vision of becoming the nation's "Knowledge and AI Capital'. The Delhi Government has announced the launch of a new initiative for school students. Called 'Delhi AI Grind', this citywide AI innovation initiative is being implemented across all education districts of Delhi from December to March with the aim to train 5 lakh youngsters in artificial intelligence (AI). The initiative will cover students in the 10 to 25 years age group, with mandatory participation for students of Classes 6 to 9, and Class 11 students, as per programme guidelines. The schools are supposed to register on the Delhi AI Grind website and nominate five campus ambassadors among the students before December 8. The school-level mini grind sessions are scheduled from December 15, followed by an internal evaluation. The students will participate in selection at the district…...

1+ day, 12+ hour ago (301+ words) Machine Learning | News, how-tos, features, reviews, and videos On-premises AI is achievable today. When generative AI was just getting going, Microsoft had a healthy head start. So what happened? A Resume Builder survey found 60% of US managers use AI for key staff decisions, often with little oversight or training. Though agentic AI offers a lot of promise, poor performance, high costs, and unclear value could lead to projects being canceled without showing ROI, according to Gartner Research. For most office jobs, AI chatbots only saved about 3% of work time, with little impact on wages or overall economic benefits, according to a new study. Perplexity managed to use Apple's own APIs to supersede Siri, Google and everyone else as the iPhone's best place to get information. Meta, Google, and OpenAI allegedly exploited undisclosed private testing on Chatbot Arena to secure top…...

1+ day, 13+ hour ago (582+ words) Recent years have seen a significant increase in the availability of large datasets for agriculture applications. Remote sensing provides a powerful source o... Select the journal/section where you want your idea to be submitted: About this Research Topic Manuscript Summary Submission Deadline 1 April 2026 | Manuscript Submission Deadline 1 July 2026 This Research Topic is currently accepting articles. Recent years have seen a significant increase in the availability of large datasets for agriculture applications. Remote sensing provides a powerful source of such data. Machine learning has expanded our capacity to derive useable knowledge from large datasets. Article types and fees This Research Topic accepts the following article types, unless otherwise specified in the Research Topic description: Articles that are accepted for publication by our external editors following rigorous peer review incur a publishing fee charged to Authors, institutions, or funders. Keywords: Remote sensing, machine…...

1+ day, 16+ hour ago (203+ words) How do England use artificial intelligence to prepare for penalty shootouts? Rhys Long, the Football Association's head of performance insights and analysis, explains all to BBC Sport. How England use artificial intelligence to help with penalties. Video, 00:00:48How England use artificial intelligence to help with penalties Up Next. These were difficult calls - Tuchel on England's right-backs. Video, 00:00:59These were difficult calls - Tuchel on England's right-backs They fight at the moment for the same position - Tuchel. Video, 00:00:37They fight at the moment for the same position - Tuchel Wembley record in back of our minds - Davies. Video, 00:00:33Wembley record in back of our minds - Davies England played with fear, we have to change that - Tuchel. Video, 00:01:29England played with fear, we have to change that - Tuchel 'Have I just outed Chelsea?' - Confession Cam. Video, 00:03:19'Have I just outed Chelsea?' - Confession Cam 'He wasn't happy' - Slot on Salah's…...

2+ day, 4+ hour ago (296+ words) MADISON, Wis. -- The University of Wisconsin-Madison's'School of Computer, Data & Information Sciences (CDIS) will be reorganized into the'College of Computing and Artificial Intelligence under a proposal approved by the UW Board of Regents Thursday. The CDIS launched within the'College of Letters & Science in 2019 and will now be spun off into a separate college beginning in July 2026. Planning for the new college will begin immediately. "This will be about more than simply building a new academic unit," Chancellor Jennifer Mnookin said. "We will be shaping a future where UW'Madison leads in innovation while advancing knowledge for the common good." UW leadership said the new college reflects an increase in demand for the work already being done within CDIS. Enrollment in computer science majors has more than doubled since 2015, rising from 1,043 students that year to over 3,000 in 2025. The university said its data science…...

2+ day, 8+ hour ago (25+ words) Here are the six most sought-after skills that hiring managers will pay extra for and what you can do to learn and improve them....