Dosudo
Deep learning study group
矽谷軟體工程師讀書會
讀書會 Meeting update (10/21):
Dosudo 專訪 - 台灣工程師的矽谷故事
在矽谷3年的磨練與經歷,抵過在台灣的30年!
這次Dosudo 的專訪請到Deep Sentinel的矽谷創業家Winston (陳昭穎). Deep Sentinel是主打智能居家安全市場的台美混血新創並在今年完成740萬美元的A輪融資. Winston同時也是''砍掉重練:30歲開始也不遲的工作術''的作者, 以及台灣工程師的矽谷故事以及Dosudo的創立者. Winston 這次將會分享他在矽谷的經歷以及這裡的就業/創業環境及很多他的心得. 敬請期待.
時間: 10/21 (Sat), 18:00pm (PDT time) = 10/22, 9:00am (TWN time)
地點: on zoom.us (online) will post link on FB/Slack
How to join our study group?
加入: 請填寫Google form表格. 之後每次開會前在 dosudo矽谷工程師讀書會 FB & Slack 會貼出online meeting連結.
也請參考Deep Learning 線上聚會紀錄
若有興趣加入Newsletter editor一起線上討論最新paper或有其他疑問
請聯絡 George.Wu
Dosudo deep learning newsletter
Dosudo矽谷工程師deep learning newsletter FB pages
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(09.10) Dosudo deep learning newsletter #4
(08.19) Dosudo deep learning newsletter #3
(07.29) Dosudo deep learning newsletter #2
(07.14) Dosudo deep learning newsletter #1
What is Dosudo
deep learning newsletter?
每隔兩週Dosudo將會發行Newsletter, 整理深度學習領域最新動態及進展, 重要的新聞, 以及演講或專訪等內容.
SYLLABUS
MEETING #10
Topic: Neural Networks Basics
Date: 11/4
Material:
Coursera I - Neural Networks and Deep Learning
Week 1 Introduction to deep learning
Week 2 Neural Networks Basics
Presenter:
MEETING #11
Topic: Shallow neural networks
Date: 11/18
MEETING #12
Topic: Deep Neural Networks
Date: 12/2
MEETING #13
Topic: Practical aspects of Deep Learning
Date: 12/16
Material:
Coursera II - Improving Deep Neural Networks
Week 1 Practical aspects of Deep Learning
Presenter:
MEETING #14
Topic: Optimization algorithms
Date: 12/30
MEETING #15
Topic: Hyperparameter tuning, Batch Normalization and Programming Frameworks
Date: 1/13
Material:
Coursera II - Improving Deep Neural Networks
Week 3 Hyperparameter tuning, Batch Normalization and Programming Frameworks
Presenter:
MEETING #16
Topic: ML Strategy (1)
Date: 1/27
MEETING #17
Topic: ML Strategy (2)
Date: 2/10
MEETING
Topic:
Date:
Material:
Presenter:
MEETING
Topic:
Date:
Material:
Presenter:
Reference
some useful link for deep learning
OBJECTIVES:
Deep learning A-Z: Hands on artificial neural network
https://www.udemy.com/deeplearning/learn/v4/content
dosudo slack deep learning channel
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