IN SHORT Machine learning for cosmological analysis. Correction of detection biases of weak lenses. Use of algorithms for astrophysical parameter inference. Introduction to ensemble methods. Estimations of biases related to galaxy properties. Applications of AI in the conquest of infinity. Use of optimal transport algorithms in cosmology. Machine learning in astronomy and biomedicine. In the … Read more
IN BRIEF AI Technologies and their impact on theoretical physics research. Fusion of artificial intelligence and quantum physics for radical innovation. The role of AI in science popularization and education. Analysis of technological advances and future prospects in AI. Consequences for the future of scientific careers and the leveraging of AI assets. Ethics and responsibility … Read more
IN BRIEF Machine Learning Principles: Understanding the fundamental elements. Predictive Model: Manipulation of basic functions. Training: Beginners Data Bootcamp at Jedha, 75 hours over 2 weeks. Learning by Experience: Technology with no human intervention for complex tasks. Recommended Books: Books suitable for beginners in Machine Learning. Free Courses: Microsoft’s ML program with 26 lessons. Deep … Read more
IN BRIEF Practical applications of artificial intelligence in various sectors. Improvement of productivity at work through automation. Impact of AI on jobs and the transformation of professional tasks. Facilitation of accessibility for people with disabilities. Questions of ethics related to the use of AI technologies. Influence of AI on social behaviors and communication. Examples of … Read more
IN BRIEF Use of mathematics to model complex systems. Neural networks and their mathematical foundation. Statistics to analyze and interpret data. Supervised learning and parameter tuning. Modern theories to predict chaotic phenomena. Applied mathematics in operations research. Influence on education and the teaching of mathematics. Optimization of learning methods through mathematics. Data security through mathematical … Read more