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

Startup Data Science

M4A•Pagina principale dell'episodio

22:08

Host Francesca Amiker sits down with directors Joe and Anthony Russo, producer Angela Russo-Otstot, stars Millie Bobby Brown and Chris Pratt, and more to uncover how family was the key to building the emotional core of The Electric State . From the Russos’ own experiences growing up in a large Italian family to the film’s central relationship between Michelle and her robot brother Kid Cosmo, family relationships both on and off of the set were the key to bringing The Electric State to life. Listen to more from Netflix Podcasts . State Secrets: Inside the Making of The Electric State is produced by Netflix and Treefort Media.…

8 anni fa 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.

9 episodi

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

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

Startup Data Science

82 subscribers

published 8 anni fa

M4A•Pagina principale dell'episodio

9 episodi

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

Усі епізоди

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

8 years fa31:35

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

8 years fa25:50

25:50

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

8 years fa31:26

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

8 years fa42:40

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!)…

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

8 years fa32:36