Episode 009 - Lesson 4 - Part 2 (Practical Deep Learning for Coders)

Startup Data Science

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הוסף לפני eight שנים

תוכן מסופק על ידי Startup Data Science, Edderic Ugaddan, Apurva Naik, and Alex Au. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Startup Data Science, Edderic Ugaddan, Apurva Naik, and Alex Au או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

Biscuits & Jam

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Shuai Wang’s Journey from China to Charleston 38:30

לפני 7 ימים38:30

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38:30

Chef Shuai Wang was the runner-up on the 22nd season of Bravo’s Top Chef and is the force behind two standout restaurants in Charleston, South Carolina—Jackrabbit Filly and King BBQ—where he brings together the flavors of his childhood in Beijing and the spirit of the South in some pretty unforgettable ways. He grew up just a short walk from Tiananmen Square, in a tiny home with no electricity or running water, where his grandmother often cooked over charcoal. Later, in Queens, New York, his mom taught herself to cook—her first dishes were a little salty, but they were always made with love. And somewhere along the way, Shuai learned that cooking wasn’t just about food—it was about taking care of people. After years working in New York kitchens, he made his way to Charleston and started building something that feels entirely his own. Today, we’re talking about how all those experiences come together on the plate, the family stories behind his cooking, and what it’s been like to share that journey on national TV. For more info visit: southernliving.com/biscuitsandjam Learn more about your ad choices. Visit podcastchoices.com/adchoices…

לפני 8 שנים 25:50

M4A•בית הפרקים

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.

9 פרקים

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

Startup Data Science

Episode 009 - Lesson 4 - Part 2 (Practical Deep Learning for Coders)

Startup Data Science

82 subscribers

published לפני 8 שנים

שתפו

M4A•בית הפרקים

9 פרקים

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

כל הפרקים

Startup Data Science

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

לפני 8 years31:35

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.…

Startup Data Science

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

לפני 8 years25:50

25:50

Startup Data Science

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

לפני 8 years31:26

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.…

Startup Data Science

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

לפני 8 years42:40

42:40

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!)…

Startup Data Science

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

לפני 8 years32:36

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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