Machine learning is a subset of artificial intelligence that uses mathematical models of data to train a computer to learn and act based on past experiences
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IEEE Computer Society: Career Accelerator

DECEMBER 2024

Machine Learning

Machine learning is a subset of artificial intelligence that uses mathematical models of data to train a computer to learn and act based on past experiences. Over time, a machine learning model will adapt to new data it is trained on and make increasingly better decisions and predictions.

1

4 Growing Machine Learning Use Cases For Business

Machine learning has become an essential part of many industries due to its ability to learn from data, make predictions, and improve over time. Several use cases have emerged across various domains, showcasing the growing potential of machine learning.

2

The New Frontier of Cyber Defense Is AI and Machine Learning

Artificial intelligence and machine learning are critical in threat detection and cyber defense, in an ongoing mandate to enhance traditional security measures.

3

Training Future Machine Learning Engineers: A Project-Based Course on MLOps

This paper presents an overview of a project-based course on machine learning operations (MLOps) by showcasing a couple of sample projects developed by students.

Videos

Machine Learning for Text Anomaly Detection: A Systematic Review

Machine Learning for Text Anomaly Detection: A Systematic Review

This video proposes a systematic review of anomaly detection solutions, it analyzes the papers in survey in terms of anomaly detection types, feature extraction methods, and machine learning methods.

Machine Learning to Forecast
Rainfall Intensity

Machine Learning to Forecast Rainfall Intensity

This video explores the integration of machine learning algorithms into a decision support system for climate finance, focusing on the impact of rainfall on wineries in Italy.

Additional Resources

2025 IEEE Conference on Artificial Intelligence (IEEE CAI 2025)

IEEE CAI is an international conference and exhibition with an emphasis on the applications of AI and key AI verticals that impact industrial technology applications and innovations. You will learn about new research and breakthroughs in the industry, gain insight into new start-ups and leading AI companies, grow your network, and get inspired by the brightest minds working in the multi-faceted fields. Plan now to attend this highly anticipated spectacular event, taking place 5-7 May 2025 in Santa Clara, CA, USA.

Sponsored Content

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Featured Jobs in our Career Center

Assistant Professor in Computer Science at California State University Fullerton in Fullerton, CA, USA


Tenure-Stream Assistant Professor for Quantum Algorithms at University of Pittsburgh’s School of Computing and Information in Pittsburgh, PA, USA


Tenured/Tenure-Track/Career-Track Faculty, Computer Science & Engineering at University of Arizona in Tucson, Arizona, USA


Computer Science Tenure-track Faculty: Assistant, Associate or Full Professor at University of Missouri-Kansas City in Kansas City, Missouri, USA


Postdoctoral Appointee - Power Electronics and Power Conversion Systems, Onsite at Sandia National Laboratories, Albuquerque, New Mexico, USA


Tenure-Track Assistant Professor of Computer Science and Engineering at Santa Clara University in Santa Clara, California, USA


Tenure-Track Assistant Professor, Electrical and Computer Engineering at University of Delaware in Newark, Delaware, USA


Assistant Professor, Associate Professor, Professor at University of Maryland in College Park, Maryland, USA


Faculty Positions in the Department of Civil and Environmental Engineering at Massachusetts Institute of Technology in Cambridge, Massachusetts, USA


Open-rank faculty position in Fintech and Computer Science at The Hong Kong University of Science and Technology in Guangzhou, China

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