Teacher, Teach It! podcast

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

11 วันที่แล้ว1:14:43

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1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

Teacher, Teach It!

แบ่งปัน

หน้าโฮมของซีรีส์•Feed

A podcast by teachers, for teachers, where teachers come together to share insights, to encourage and inspire one another, and to become the best we can be in the classroom.

8 ตอน

#Podcasting Education #Fishers High School

Teacher, Teach It!

updated 14 วันที่แล้ว

แบ่งปัน

หน้าโฮมของซีรีส์•Feed

A podcast by teachers, for teachers, where teachers come together to share insights, to encourage and inspire one another, and to become the best we can be in the classroom.

8 ตอน

#Podcasting Education #Fishers High School

Todos os episódios

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Episode 8-Can We Do It? Yes, We Can! 33:58

14 วันที่แล้ว33:58

33:58

A conversation with Renee Isom, our school librarian, where she encourages us to find the tools we need to get the job done, whatever it is we want to do (and to let her help!)

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Episode 7-Turning Points 33:47

28 วันที่แล้ว33:47

33:47

A conversation with Andrew Jones, a social studies teacher who encourages us to see the significance in even the small things, and to take advantage of the fact that every little act to support our students can be a turning point in their lives.

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Episode 6-Notice Everything 32:32

ประมาณหนึ่งปีที่แล้ว32:32

32:32

A conversation with Beth Carson, where she encourages us to do a great job planning, but to be aware of everything that is going on around us and to be adaptable when things go awry.

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Episode 5-Every Little Thing 34:55

ประมาณหนึ่งปีที่แล้ว34:55

34:55

A conversation with one of our Guidance counselors, in which Maggie Schwartzkopf emphasizes the little things - doing simple things to help and listening closely to our students to support them as they try to do hard things.

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Episode 4-You Be You! 34:18

ประมาณหนึ่งปีที่แล้ว34:18

34:18

Sara Horn shares her experiences as a new teacher and encourages us to be ourselves in the classroom and to give ourselves space to learn and grow as we teach.

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Episode 3-Passion and Purpose 22:21

ประมาณหนึ่งปีที่แล้ว22:21

22:21

A conversation with Jeff Fronius, an engineering teacher, about the practical aspects of transfer of learning and passion in the classroom.

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Episode 2-It's About People! 37:09

ประมาณหนึ่งปีที่แล้ว37:09

37:09

Matt Bockenfeld talks about how he integrates his experiences in travelling and his passion for history into a classroom where school doesn’t feel so much like learning as it does living through others’ experiences.

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Episode 1-"Know Me" 36:33

ประมาณหนึ่งปีที่แล้ว36:33

36:33

A conversation with Lauren Votaw, a Health and PE teacher and head girls’ basketball coach at FHS. Our students need to be known by us, and they need to know us as well. Outside interests influence and inform our teaching, and that’s a good thing.