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

約 6 日前1:14:43

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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 math that powers 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…

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MANAGE Your Career Path

約 1 年前 9:28

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コンテンツは Working as Designed Podcast によって提供されます。エピソード、グラフィック、ポッドキャストの説明を含むすべてのポッドキャストコンテンツは、Working as Designed Podcast またはそのポッドキャストプラットフォームパートナーによって直接アップロードされ、提供されます。誰かがあなたの著作物をあなたの許可なく使用していると思われる場合は、ここで概説されているプロセスに従うことができますhttps://ja.player.fm/legal。

What is the difference between a Team Lead and a Manager? Usually the default answer of where do you see yourself, is management.

Join in the conversation to discuss what career possibilities there are for a developer.

#podcast #software #coding #webdevelopment #development #career #advice #management #leadership

… continue reading

39 つのエピソード

#Tech #Careers #Business #Working As Designed

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MANAGE Your Career Path

Working as Designed

published 約 1 年前

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コンテンツは Working as Designed Podcast によって提供されます。エピソード、グラフィック、ポッドキャストの説明を含むすべてのポッドキャストコンテンツは、Working as Designed Podcast またはそのポッドキャストプラットフォームパートナーによって直接アップロードされ、提供されます。誰かがあなたの著作物をあなたの許可なく使用していると思われる場合は、ここで概説されているプロセスに従うことができますhttps://ja.player.fm/legal。

What is the difference between a Team Lead and a Manager? Usually the default answer of where do you see yourself, is management.

Join in the conversation to discuss what career possibilities there are for a developer.

#podcast #software #coding #webdevelopment #development #career #advice #management #leadership

… continue reading

39 つのエピソード

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48 weeks前22:52

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22:52

There are main architecture patterns we use in software on a regular basis. Over time our examples of when to apply each of these patterns start to break down, and we need to consider the risks and benefits. #podcast #software #coding #webdevelopment #development #softwaredesign #softwarearchitecture #designprinciples Linked video about inheritance: https://www.youtube.com/watch?v=hxGOiiR9ZKg Gang of Four info: https://en.wikipedia.org/wiki/Design_Patterns…

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24:32

Nvidia's CEO, Jensen Huang, envisions a future where AI reshapes programming, making traditional coding skills less necessary by enabling direct communication in natural language. This paradigm shift, driven by AI and GPU technology, aims to democratize software development, allowing more people to create applications through conversational interactions with computers. Huang's perspective suggests a significant transformation in the software development landscape, leveraging Nvidia's innovations. #podcast #software #coding #webdevelopment #development #ai #generativeai #jobsecurity #revolution #airevolution…

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32:47

Technical debt doesn't matter until it's exploited. Making the right choice in best practice, and advocating for regular updates goes a long way. #podcast #software #coding #webdevelopment #development #security #data #restapi

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41:06

Everyday generative AI and uses for it are emerging. This train is going with or without us. How has AI impacted your day so far? Where do you think it will end up? #podcast #software #coding #webdevelopment #development #ai #generativeai #jobsecurity #revolution #airevolution

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Should you hide your salary? 23:34

1 year前23:34

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23:34

What's acceptable to talk about in the office is changing. One of the major taboo topics was your salary. However, people are becoming more open about it. Listen in to hear about the impacts and studies have taught us so far. #podcast #software #coding #webdevelopment #development #salary #transparency #negotiation #taboos…

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Reddit Questions ANSWERED! 28:54

1 year前28:54

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28:54

Making decisions is not easy. Sometimes you need to run by your situation past someone else. Need advice or have questions? Let us know down below! #podcast #software #coding #webdevelopment #development #reddit #advice #questions Question 1: https://www.reddit.com/r/cscareerquestions/comments/1auj722/will_the_rough_job_market_stay_the_same_for_the/ Question 2: https://www.reddit.com/r/cscareerquestions/comments/1av2db3/it_internship_as_a_freshman/ Question 3: https://www.reddit.com/r/cscareerquestions/comments/1aurtp4/should_i_postpone_bachelors_degree_for_fulltime/ 0:00 - Intro 1:19 - u/ElementalGoat - Senior in High School Job Outlook 8:22 - u/tilakny - Freshman in College IT Internship Oppurtunity 16:01 - u/centrysamf - Finish Bachelor's or Take Job offer 28:00 - Wrap-Up/Outro…

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Paired Programming 14:56

1 year前14:56

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14:56

Paired programming feels like it might twice as long to get something done. But what are the long term impact on the rest of the development process? Tune in to find out! #podcast #software #coding #webdevelopment #development #softwaredevelopmentlifecycle #process

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How to Get Paid In Tech 18:15

1 year前18:15

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What is the difference in how you get paid? Turns out A LOT! Depending if you are W-2 or 1099, you can have different rights depending on how you are paid. Tune in to get a better picture of how getting paid can be handled, behind the scenes. #podcast #software #coding #webdevelopment #development #layoffs #unemployment #recruitment #newjobs #contractor #consulting…

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No Job? Try THIS! 12:00

1 year前12:00

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It's difficult to know how the job market will be tomorrow. With the massive layoffs, and uncertainty it might be worth considering using a recruiter to find your next job. Tune in to hear how you can spot a good recruitment agency for you. #podcast #software #coding #webdevelopment #development #layoffs #unemployment #recruitment #newjobs…

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Reacting to Layoff gone WRONG 30:09

1 year前30:09

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30:09

Losing a job is difficult, but not being given a reason why makes it worse. Tune into an episode breaking down the firing of Brittany Pietsch. Have you experienced anything like this before? Let us know in the comments! #podcast #software #coding #webdevelopment #development #compassion #cloudflare #layoffs #unemployment…

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Use It or Build It? 16:49

1 year前16:49

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16:49

Creating software does not always mean you need to make everything. Sometimes, you can use existing solutions to help save time. Sometimes, those solutions don't fit your needs. Let us know, when have you decided to build something rather than use something existing? #podcast #software #coding #webdevelopment #development #solution #community #balance…

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Work From Home, Remote, In Office? What works best? 24:41

1 year前24:41

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24:41

There was a huge shock with the pandemic and jobs going remote needing to be fully remote. With the generational change in the workforce and "return to norm" in a post-pandemic time, does remote still work? Let us know down below how things changed for you post-pandemic. #podcast #software #coding #webdevelopment #development #worklifebalance #workweek #office #officeculture #remote #workfromhome…

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Shorter Days, More Productive? 6:04

1 year前6:04

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6:04

There are more studies and examples discussing the impact of a 32 hour work week. Join us in understanding our take of what this may look like. What do you think will happen if a 40 hour work week is no longer the standard? Let us know in the comments! #podcast #software #coding #webdevelopment #development #worklifebalance #workweek #office #officeculture…

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Why we NEVER meet our GOALS 22:31

1 year前22:31

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22:31

Welcome to our deep dive into the reasons why we often struggle to achieve our goals. This insightful video is not just another motivational speech; it's a practical guide to understanding and overcoming the common barriers to success. #podcast #software #coding #webdevelopment #development #community #advice #newyears #goals #successmotivation 0:00 - Intro 0:43 - Unclear Goal 2:10 - Too Large 4:07 - Creating Barriers 6:05 - Not Celebrating Success 10:00 - Not Embracing Failure 15:00 - Lack of Sharing 19:26 - Recap 22:06 - Outro…

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1 year前22:15

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22:15

Having a community to lean on can help nurture ideas and learn from others. #podcast #software #coding #webdevelopment #development #community #networking

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