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Linear Algebra: The Backbone of AI
Manage episode 445637556 series 3604310
Sameer Advani에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Sameer Advani 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
Dive into the fascinating world of AI in this episode as we unravel the vital role linear algebra plays in artificial intelligence. Discover how mathematical concepts like vectors and matrices form the foundation of AI algorithms, enabling everything from data representation in natural language processing to advanced machine learning techniques. Learn about key applications such as matrix decomposition for dimensionality reduction and the critical impact of feature engineering on model training. We break down how linear regression and neural networks rely on these mathematical principles to learn and optimize effectively. By the end of this episode, you'll gain a deeper appreciation for how linear algebra not only supports but also drives innovation in AI technologies. Visit PodSights.ai to create your own podcast on any topic.
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28 에피소드
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