Player FM - Internet Radio Done Right
82 subscribers
Checked 4y ago
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.
Player FM - Aplikasi Podcast
Pergi ke luar talian dengan aplikasi Player FM !
Pergi ke luar talian dengan aplikasi Player FM !
Episode 008 - Lesson 4 - Part 1 (Practical Deep Learning for Coders)
Manage episode 182429628 series 1467510
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.
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.
…
continue reading
9 episod
Manage episode 182429628 series 1467510
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.
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.
…
continue reading
9 episod
Semua episod
×S
Startup Data Science

1 Episode 010 - Lesson 5 - Part 1 (Practical Deep Learning for Coders) 31:35
31:35
Main Kemudian
Main Kemudian
Senarai
Suka
Disukai31:35
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.…
S
Startup Data Science

1 Episode 009 - Lesson 4 - Part 2 (Practical Deep Learning for Coders) 25:50
25:50
Main Kemudian
Main Kemudian
Senarai
Suka
Disukai25:50
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.…
S
Startup Data Science

1 Episode 008 - Lesson 4 - Part 1 (Practical Deep Learning for Coders) 31:26
31:26
Main Kemudian
Main Kemudian
Senarai
Suka
Disukai31:26
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.…
S
Startup Data Science

1 Episode 007 - Lesson 3 - Part 2 (Practical Deep Learning for Coders) 42:40
42:40
Main Kemudian
Main Kemudian
Senarai
Suka
Disukai42:40
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!)…
S
Startup Data Science

1 Episode 006 - Lesson 3 - Part 1 (Practical Deep Learning for Coders) 32:36
32:36
Main Kemudian
Main Kemudian
Senarai
Suka
Disukai32:36
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.