GNED 1103 - Chapter 02 - The Scientific Method - Part 1 Jordan Kidney's GNED 1103 podcast

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

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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…

Jordan Kidney's GNED 1103 «
GNED 1103 - Chapter 02 - The Scientific method - Part 1

منذ عام واحد 41:00

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Have you ever wondered how science shapes our lives, what it's essence truly is, and how art intertwines with it? Join us on a journey that transcends the boundaries of traditional science, exploring its process, culture, and its unsuspecting artists. We're breaking down the stereotype of scientists in lab coats and discovering how science is a collective pursuit of curiosity-driven knowledge, accessible to anyone willing to ask questions, from gardeners to chefs. We discuss the scientific method and how it constantly refines our understanding of the world, and how science, as a culture with its norms, values, languages, and practices, shapes our society.
Ponder upon the harmonious intersection of art and science with us, as we delve into the shared essence of observation, curiosity, creativity, and the quest to unravel the mysteries of our world. We unpack the complex web of cause and effect within the scientific method, revealing how it shapes our understanding of everything from climate change to disease spread. Embrace the beauty of the scientific method and its ability to predict outcomes, while exploring the connection between empirical evidence and quantitative reasoning. Join us for an enlightening journey that will challenge your perception of science and inspire you to observe, question, and explore the world around you.

فصول

1. Essence, Process, Culture of Science (00:00:00)

2. Art and Science in the Scientific Method (00:10:57)

3. Mathematics is the language of Science (00:13:24)

4. The Scientific Method: A Pillar of Natural Science (00:15:30)

5. Quantitative Reasoning and Empirical Evidence: The Inseparable Duo of Scientific Exploration (00:17:30)

6. Integrating Quantitative Reasoning and Empirical Evidence into the Scientific Method (00:20:53)

7. Deciphering Cause and Effect Relationships: The Backbone of Scientific Exploration (00:23:23)

8. Unravelling the Web: Cause and Effect Relationships within the Framework of the Scientific Method (00:26:37)

9. The Connection Between Effect and Empirical Evidence: Observing Outcomes (00:30:17)

10. Formulating a Hypothesis: The Intersection of Cause and Effect Relationships, Empirical Evidence, and Quantitative Reasoning in the Scientific Method (00:32:21)

11. Exploring the Basic Steps of the Scientific Method (00:35:06)

12. End: go out and be the wonderful people I know you are (00:39:21)

3 حلقات

#Higher Education #Podcasting Education #Jordan #Jordan Kidneys

Jordan Kidney's GNED 1103

GNED 1103 - Chapter 02 - The Scientific method - Part 1

Jordan Kidney's GNED 1103

published منذ عام واحد

MP3•منزل الحلقة

Fetch error

Hmmm there seems to be a problem fetching this series right now. Last successful fetch was on September 26, 2024 13:14 (6M ago)

فصول

1. Essence, Process, Culture of Science (00:00:00)

2. Art and Science in the Scientific Method (00:10:57)

3. Mathematics is the language of Science (00:13:24)

4. The Scientific Method: A Pillar of Natural Science (00:15:30)

5. Quantitative Reasoning and Empirical Evidence: The Inseparable Duo of Scientific Exploration (00:17:30)

6. Integrating Quantitative Reasoning and Empirical Evidence into the Scientific Method (00:20:53)

7. Deciphering Cause and Effect Relationships: The Backbone of Scientific Exploration (00:23:23)

8. Unravelling the Web: Cause and Effect Relationships within the Framework of the Scientific Method (00:26:37)

9. The Connection Between Effect and Empirical Evidence: Observing Outcomes (00:30:17)

10. Formulating a Hypothesis: The Intersection of Cause and Effect Relationships, Empirical Evidence, and Quantitative Reasoning in the Scientific Method (00:32:21)

11. Exploring the Basic Steps of the Scientific Method (00:35:06)

12. End: go out and be the wonderful people I know you are (00:39:21)

3 حلقات

#Higher Education #Podcasting Education #Jordan #Jordan Kidneys

كل الحلقات

1
GNED 1103 - Chapter 04 - The Scientific method - Part 2 32:35

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32:35

Ready to dive into the fascinating world of scientific exploration and inquiry? We promise to keep it light, relatable, and engaging as we navigate through key scientific concepts like variables, cause and effect, correlation, and causality. Picture yourself baking a cake while learning how tweaking a variable can create a ripple effect on the result. Just like adding a pinch of sugar or altering the baking time can change the cake's taste and texture, you'll discover how the interplay between independent and dependent variables can influence the outcome of a scientific experiment. So, be sure to put on your detective hat as we embark on this fun and enlightening journey! Moving on, we'll be cracking the code of correlation and causation, debunking myths and unearthing hidden truths. Ever wondered if ice cream sales and sunglasses purchases are connected? Well, we're going to delve into that, highlighting that correlation does not necessarily imply causation. As we play around with independent, dependent, and controlled variables, you'll unfold how these elements construct cause and effect relationships in scientific experiments. So, fasten your seatbelts and get ready to deepen your understanding of the scientific method. This podcast promises to be a thrilling ride into the intriguing world of scientific research and inquiry!…

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GNED 1103 - Chapter 03 - Reasoning and the Scientific method 50:40

منذ عام واحد50:40

50:40

Ever wondered how detectives solve mysteries, or how scientists decipher the codes of the universe? Strap in as we trailblaze through the intriguing landscape of reasoning, the scientific method, and logical decision-making, exploring how these tools shape our lives, and the world around us. We'll unmask the power of reasoning, reflecting on its role as a compass, guiding us through life's labyrinth of choices and challenges. We then journey into the heart of logical reasoning, shedding light on its diverse facets - deduction, induction, and abduction. These are not just the engines powering scientific enquiry, but also the silent partners in our everyday decision-making. We'll honk the horn of clarity, helping you discern between these forms of reasoning, and appreciate their practical application. We'll also dive into the intriguing world of abductive and inductive reasoning, illuminating how these cognitive tools subtly differ in their approach to information processing and conclusion derivation. Finally, we'll piece together the puzzle of the scientific method, showcasing how this orderly sequence of steps is guided by different forms of reasoning - each playing a crucial role in our relentless pursuit of knowledge. As we wrap up this enlightening discussion, we'll echo Albert Einstein's wisdom and encourage you to embrace curiosity and questioning. With the principles of logical reasoning in our arsenal, we are well-equipped to navigate the world with clarity and understanding. So, sit back, ignite your curiosity, and let's embark on this journey of discovery together!…

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GNED 1103 - Chapter 02 - The Scientific method - Part 1 41:00

منذ عام واحد41:00

41:00

Have you ever wondered how science shapes our lives, what it's essence truly is, and how art intertwines with it? Join us on a journey that transcends the boundaries of traditional science, exploring its process, culture, and its unsuspecting artists. We're breaking down the stereotype of scientists in lab coats and discovering how science is a collective pursuit of curiosity-driven knowledge, accessible to anyone willing to ask questions, from gardeners to chefs. We discuss the scientific method and how it constantly refines our understanding of the world, and how science, as a culture with its norms, values, languages, and practices, shapes our society. Ponder upon the harmonious intersection of art and science with us, as we delve into the shared essence of observation, curiosity, creativity, and the quest to unravel the mysteries of our world. We unpack the complex web of cause and effect within the scientific method, revealing how it shapes our understanding of everything from climate change to disease spread. Embrace the beauty of the scientific method and its ability to predict outcomes, while exploring the connection between empirical evidence and quantitative reasoning. Join us for an enlightening journey that will challenge your perception of science and inspire you to observe, question, and explore the world around you.…

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Jordan Kidney's GNED 1103 « GNED 1103 - Chapter 02 - The Scientific method - Part 1

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فصول

1. Essence, Process, Culture of Science (00:00:00)

2. Art and Science in the Scientific Method (00:10:57)

3. Mathematics is the language of Science (00:13:24)

4. The Scientific Method: A Pillar of Natural Science (00:15:30)

5. Quantitative Reasoning and Empirical Evidence: The Inseparable Duo of Scientific Exploration (00:17:30)

6. Integrating Quantitative Reasoning and Empirical Evidence into the Scientific Method (00:20:53)

7. Deciphering Cause and Effect Relationships: The Backbone of Scientific Exploration (00:23:23)

8. Unravelling the Web: Cause and Effect Relationships within the Framework of the Scientific Method (00:26:37)

9. The Connection Between Effect and Empirical Evidence: Observing Outcomes (00:30:17)

10. Formulating a Hypothesis: The Intersection of Cause and Effect Relationships, Empirical Evidence, and Quantitative Reasoning in the Scientific Method (00:32:21)

11. Exploring the Basic Steps of the Scientific Method (00:35:06)

12. End: go out and be the wonderful people I know you are (00:39:21)

GNED 1103 - Chapter 02 - The Scientific method - Part 1

Fetch error

فصول

1. Essence, Process, Culture of Science (00:00:00)

2. Art and Science in the Scientific Method (00:10:57)

3. Mathematics is the language of Science (00:13:24)

4. The Scientific Method: A Pillar of Natural Science (00:15:30)

5. Quantitative Reasoning and Empirical Evidence: The Inseparable Duo of Scientific Exploration (00:17:30)

6. Integrating Quantitative Reasoning and Empirical Evidence into the Scientific Method (00:20:53)

7. Deciphering Cause and Effect Relationships: The Backbone of Scientific Exploration (00:23:23)

8. Unravelling the Web: Cause and Effect Relationships within the Framework of the Scientific Method (00:26:37)

9. The Connection Between Effect and Empirical Evidence: Observing Outcomes (00:30:17)

10. Formulating a Hypothesis: The Intersection of Cause and Effect Relationships, Empirical Evidence, and Quantitative Reasoning in the Scientific Method (00:32:21)

11. Exploring the Basic Steps of the Scientific Method (00:35:06)

12. End: go out and be the wonderful people I know you are (00:39:21)

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Jordan Kidney's GNED 1103 «
GNED 1103 - Chapter 02 - The Scientific method - Part 1