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

Startup Data Science

Player FM - Internet Radio Done Right

82 subscribers

Ditambah eight tahun yang lalu

Kandungan disediakan oleh Startup Data Science, Edderic Ugaddan, Apurva Naik, and Alex Au. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Startup Data Science, Edderic Ugaddan, Apurva Naik, and Alex Au atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

<div class="span index">1</div> <span><a class="" data-remote="true" data-type="html" href="/series/now-on-netflix">Now On Netflix</a></span>

1
Now On Netflix

Batal langganan

1 day ago1d ago

Batal langganan

Mingguan

Now On Netflix is your guide for what to watch this week on Netflix. Join the writers and editors from Tudum.com as they discuss the latest films and series coming to Netflix - and why you won't want to miss them! Celebrity interviews, exclusive insights, upcoming releases, and a behind-the-scenes look you won’t get anywhere else. New episodes every Thursday. https://www.netflix.com/tudum

8 years ago 25:50

M4A•Laman utama episod

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 episod

#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 years ago

Kongsi

M4A•Laman utama episod

9 episod

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

Semua episod

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

8 years ago31:35

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 ago25:50

25:50

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

8 years ago31:26

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 ago42:40

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 ago32:36

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!)…

Selamat datang ke Player FM

Player FM mengimbas laman-laman web bagi podcast berkualiti tinggi untuk anda nikmati sekarang. Ia merupakan aplikasi podcast terbaik dan berfungsi untuk Android, iPhone, dan web. Daftar untuk melaraskan langganan merentasi peranti.