Episode 007 - Lesson 3 - Part 2 (Practical Deep Learning for Coders)

Startup Data Science

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محتوای ارائه شده توسط Startup Data Science, Edderic Ugaddan, Apurva Naik, and Alex Au. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Startup Data Science, Edderic Ugaddan, Apurva Naik, and Alex Au یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

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The trick to powerful public speaking | Lawrence Bernstein 17:27

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Why do so many of us get nervous when public speaking? Communication expert Lawrence Bernstein says the key to dealing with the pressure is as simple as having a casual chat. He introduces the "coffee shop test" as a way to help you overcome nerves, connect with your audience and deliver a message that truly resonates. After the talk, Modupe explains a similar approach in academia called the "Grandma test," and how public speaking can be as simple as a conversation with grandma. Want to help shape TED’s shows going forward? Fill out our survey ! Become a TED Member today at ted.com/join Hosted on Acast. See acast.com/privacy for more information.…

۸ سال پیش 42:40

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Alex thinks dropout is cool. He's still not quite sure what batch normalization is. Regarding ImageNet competition, Apurva, along with offering tips to staying motivated to learning says that instead of creating "new" models, people are only doing ensembling now to get a marginal edge over everyone else. Edderic announces revamping his PC workstation for deep learning (bye-bye Amazon!)

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#Deep Learning #Startup Data Science #Alex Au #Apurva Naik #Edderic Ugaddan #Podcasting Education

Episode 007 - Lesson 3 - Part 2 (Practical Deep Learning for Coders)

Startup Data Science

82 subscribers

published ۸ سال پیش

اشتراک گذاری

M4A•خانه قسمت

9 قسمت

#Deep Learning #Startup Data Science #Alex Au #Apurva Naik #Edderic Ugaddan #Podcasting Education

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Episode 010 - Lesson 5 - Part 1 (Practical Deep Learning for Coders) 31:35

۸ years پیش31:35

31:35

Alex gives a quick recap of Lesson 5, using embeddings with imdb review data to categorize movies into clusters using Natural Language Processing (NLP). Edderic, Apurva, and Alex discuss what they're excited about with using NLP and also speak to their motivation as they continue to learn deep learning.…

1
Episode 009 - Lesson 4 - Part 2 (Practical Deep Learning for Coders) 25:50

۸ years پیش25:50

25:50

Alex is excited about collaborative filtering and he could see using it in his startup to help people unlearn toxic behaviors and beliefs in a productive way. Apurva started working remotely; she found it hard to stay motivated to study. She has issues with collaborative filtering in Netflix; she feels like Netflix's recommendation algorithm is not good for discovering new things because she thinks the recommendations tend to be similar to the past. Edderic's been busy with work at Lingo Live. Edderic enjoys the part of the video lesson where Jeremy destroys the movie data set recommender benchmark seamlessly with a Neural Network.…

1
Episode 008 - Lesson 4 - Part 1 (Practical Deep Learning for Coders) 31:26

۸ years پیش31:26

31:26

Apurva loved Jeremy's presentation using Excel to show how calculations are being made; it was a great confidence-building exercise for her to replicate it in Excel. Edderic's excited about Jeremy's claim that Convolutional Neural Networks are doing well in Speech Recognition. There are tons of machine learning algorithms out there; he thinks it would be nice to have just one super algorithm/architecture to rule them all. Alex explains his idea of convolution through an analogy.…

1
Episode 007 - Lesson 3 - Part 2 (Practical Deep Learning for Coders) 42:40

۸ years پیش42:40

42:40

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Episode 006 - Lesson 3 - Part 1 (Practical Deep Learning for Coders) 32:36

۸ years پیش32:36

32:36

Alex promises to do 20 min. of Data Science every day to keep making progress. Edderic learns that Apurva hasn't submitted the Cats and Dogs Kaggle submission yet, so he feels a little bit better about himself for not submitting yet either. Alex mistakes Natural Language Processing for Neuro-Linguistic Programming (whoops!)…

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Startup Data Science « » Episode 007 - Lesson 3 - Part 2 (Practical Deep Learning for Coders)

Episode 007 - Lesson 3 - Part 2 (Practical Deep Learning for Coders)

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Episode 007 - Lesson 3 - Part 2 (Practical Deep Learning for Coders)