Climate Science & AI - Understanding Change, Driving Action with Dr. Horen Kuecuekyan
Modelware Systems
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Climate Science & AI - Understanding Change, Driving Action with Dr. Horen Kuecuekyan
34 просмотра · 2 дн. назад
Modelware Systems
1,77 тыс. подписчиков
34 просмотра · 2 дн. назад
This webinar explored the intersection of climate science and artificial intelligence, examining how machine learning techniques can help us understand and address climate change. Dr. Kuecuekyan shared insights from his extensive background in machine learning applications, discussed current climate challenges, and highlighted both the potential and limitations of AI in climate research.
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00:00:00 From Data Analysis to Predictive Modelling with Dr. Horen Kuecuekyan
00:06:42 Data in Machine Learning and Climate Change
00:09:21 Climate Change: A Fictional Perspective
00:11:23 Climate Change and the Current State of Global Emissions
00:13:11 Shrinkage of Switzerland's Glaciers and its impact
00:14:49 Climate Change on the Atlantic Meridional Shift, Alaska Ice, and Soil Degradation
00:22:31 Impact of Climate Change on Permafrost and Its Solutions
00:25:12 SUV Growth and Greenhouse Gas Regulations on Global Pollution
00:26:54 Impact of Machine Learning on Global Change and Climate Change
00:29:20 Understanding Hurricanes and the Approach to Climate Science
00:33:41 Data Management and Machine Learning
00:36:37 Importance of Atmospheric Data in Climate Research
00:38:40 Climate Change on Oceanic and Exospheric Ecosystems
00:41:21 The Role of Land, Biological, and Social Economic Data
00:43:50 Role of Machine Learning in Climate Science
00:46:21 Importance of Labelling in Supervised Learning
00:47:50 Dimensional Reduction and Stability in Machine Learning
00:49:13 Reliability and Application of Machine Learning Algorithms in Climate Data
00:52:19 Potential and Future of Edge Computing in Climate Science
00:56:44 The Role and Impact of Quantum Computing in Climate Science
01:00:20s Environmental Impact and Challenges of Wood Preparation and Housing Construction
01:02:29 Environmental Impact of Steel Manufacturing and the Plastic Industry
01:05:26 The Impact of Solar Panels in Deserts
01:06:49 Climate Change and Human Adaptation
01:08:05 Deep Learning and High-Dimensional Data: Feature Reduction and Its Application
01:11:09 Green Steel and Its Impact on the Environment
01:12:32 Data Processing on Wetland and Environment
01:16:49 Environmental Impact
01:19:46 Book Promotion and Future Plans
01:21:25 Environmental Concerns and the Impact of Greenhouse Gas Emissions
DAMA SA Big Data 2025-10-20
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