Mathematics, AI, and Beyond: Exploring the Intersection

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  • เผยแพร่เมื่อ 15 มิ.ย. 2024
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    (00:00:00) Importance of changing the way we teach math to be more inclusive.
    (00:00:34) Introduction to the podcast guest, author and professor.
    (00:00:58) Teaching at James Madison University; living in Alexandria, VA.
    (00:01:28) Balancing in-person, hybrid, and online teaching formats.
    (00:02:05) Overview of the book, "Essential Math for AI."
    (00:02:27) Inspiration for writing the book; addressing the needs in AI education.
    (00:04:11) Key concepts: types of intelligence, core mathematical foundations for AI.
    (00:05:00) Starting points for learning math relevant to AI: calculus, linear algebra, probability.
    (00:05:14) Connecting math learning to real-life applications for better understanding.
    (00:06:12) Discussing the struggle with abstract math education and its real-world application.
    (00:07:20) Changing how math is taught to retain more talented individuals.
    (00:08:55) Addressing the fear of math and the impact on AI engagement.
    (00:09:38) Overcoming math anxiety by setting clear goals and self-teaching.
    (00:11:48) How AI advancements will change mathematics education.
    (00:12:01) Benefits of AI in education, including automation and personalized learning.
    (00:15:02) Historical perspective on the evolution of work and technology.
    (00:15:29) Embracing fast technological advancements for societal benefits.
    (00:17:20) Mathematics as a truth filter in the age of information.
    (00:18:27) New book on prompting and data engineering.
    (00:19:25) Exploring the intersection of AI models and data pipelines.
    (00:21:09) The end-to-end story of AI from hardware to organizational strategy.
    (00:21:45) The importance of understanding the bigger picture in AI.
    (00:23:01) Journey into mathematics and AI, starting from Lebanon.
    (00:25:44) Advice for young people navigating today's environment.
    (00:26:08) Being true to oneself and seeking knowledgeable mentors.
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ความคิดเห็น • 1

  • @DanBarbatti
    @DanBarbatti 16 วันที่ผ่านมา +1

    Hi Sadie !!! I enjoyed the podcast thank you. Her book looks good (I checked the table of contents on amazon). I ordered it. This comes a good time as although I majored in math that was in the 1970s-1980s so I have forgotten most of the "details" and have recently been looking for resources to review the information that would deepen my AI/ML skills. Also Hala if you see this comment .. thank you for providing the valuable resource!