您的位置 > 首页 > 商业智能 > Heroes of Deep Learning: Top Takeaways for Aspiring Data Scientists from Andrew ...

Heroes of Deep Learning: Top Takeaways for Aspiring Data Scientists from Andrew ...

来源:分析大师 | 2018-09-14 | 发布:新葡京官网

Andrew Ng is the most recognizable personality of the modern deep learning world. His machine learning course is cited as the starting point for anyone looking to understand the math behind algorithms. But even the great Andrew Ng looks up to and takes inspiration from other experts.In this amazing and in-depth video series, he has interviewed some of the most eminent personalities in the world of deep learning (seven heroes, to be precise). The interviews span the length and breadth of deep learning, including topics like backpropogation, GANs, transfer learning, etc. Even artificial intelligence crops up in between conversations. But don’t worry if these terms sound overwhelming, we have listed down the key takeaways from each interview just for you.Source: ForbesThe “heroes” Andrew Ng has interviewed are:What a stellar cast of experts! Now it’s time to dive in and look at the top takeaways from each video.Geoffrey Hinton is best known for his work on artificial neural networks (ANNs). His contributions in the field of deep learning are the main reason behind the success of the field and he is often called the “Godfather of Deep Learning” (with good reason). His research on the backpropagation algorithm brought about a drastic change in the performance of deep learning models.Ian Goodfellow is a rockstar in the deep learning space and is currently working as a research scientist at Google Brain. He is best known for his invention of generative adversarial networks (GANs). His book on “Deep Learning” covers a broad range of topics like mathematical and conceptual backgrounds and deep learning techniques used in the industry, which can be a good starting point for any deep learning enthusiast. We strongly recommend reading that book, it’s free!Yoshua Bengio is a computer scientist, well known for his work on ANN and deep learning. He is the co-founder of Element AI, a Montreal-based business incubator that seeks to transform AI research into real-world business applications.Pieter Abbeel is the Director of the UC Berkeley Robot Learning Lab. His work in reinforcement learning is often cited by scholars as the best in the modern era. He has previously worked in a senior role at OpenAI.Yuanquing Lin is the Director at the Institute of Deep Learning at Baidu. He has a background in mathematics and physics, and holds a Ph.D in machine learning. A word of caution – the English might be a little hard to understand in the video as it’s not Mr.Yuanquing’s first language.Andrej Karpathy is the director of artificial intelligence and Autopilot Vision at Tesla. Like Pieter Abbeel, Andrej previously worked at OpenAI, but as a research scientist. He is a widely considered and cited as a leading expert in the field of computer vision, especially image recognition (though of course he’s an expert in quite a lot of deep learning areas).This is one the most intriguing videos in the series!Ruslan Salakhutdinov is the director of AI Research at Apple and is known as the developer of Bayesian Program Learning. His areas of specialization are many, but are listed as probabilistic graphical models, large-scale optimization, and of course, deep learning. Here’s a fun fact – his doctoral adviser? None other than Geoffrey Hinton!Yann LeCun is the founding father of convolutional nets. He is currently the Chief AI Scientist and VP at Facebook. He is a professor, researcher, and R&D manager with academic and industry experience in AI, machine learning,deep learning, computer vision, intelligent data analysis, data mining, data compression, digital librarysystems, and robotics. And that’s just scraping the surface of what this expert is capable of.This is easily the most fascinating interview series on YouTube concerning deep learning. There is SO MUCH to learn from each of these seven heroes. If you haven’t seen these videos before, we’re glad you stopped by because this will feel like hitting the jackpot.Andrew Ng is a wonderful interviewer and him conversing with other experts feels like a dream. Grab your pen and notebook because there’s a whole host of things for you to learn.

院校点评more

京ICP备10217856号  京ICP证090565号 京公网安备1101084107号 论坛法律顾问:王进律师知识产权保护声明免责及隐私声明   主办单位:新葡京娱乐 版权所有
联系QQ:2881989700  邮箱:service@wangjiaotuan.com
合作咨询电话:(010)62719935 广告合作电话:13661292478(刘老师)

投诉电话:(010)68466864 不良信息处理电话:(010)68466864