• 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

     

    -----------------

    (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

     

    Coursera: Deep Learning Specialization

    https://www.deeplearning.ai/

    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:

    broken image

    MEETING #11

    Topic: Shallow neural networks

    Date: 11/18

     

    Material:

    Coursera I - Neural Networks and Deep Learning

    Week 3 Shallow neural networks

     

    Presenter:

    broken image

    MEETING #12

    Topic: Deep Neural Networks

    Date: 12/2

     

     

    Material:

    Coursera I - Neural Networks and Deep Learning

    Week 4 Deep Neural Networks

     

    Presenter:

    broken image

    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:

    broken image

    MEETING #14

    Topic: Optimization algorithms

    Date: 12/30

     

     

    Material:

    Coursera II - Improving Deep Neural Networks

    Week 2 Optimization algorithms

     

    Presenter:

    broken image

    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:

    broken image

    MEETING #16

    Topic: ML Strategy (1)​

    Date: 1/27

     

     

    Material:

    Coursera III - Structuring Machine Learning

    Week 1 ML Strategy (1)

     

    Presenter:

    MEETING #17

    Topic: ML Strategy (2)​

    Date: 2/10

     

     

    Material:

    Coursera III - Structuring Machine Learning

    Week 1 ML Strategy (2)

     

    Presenter:

    MEETING

    Topic:

    Date:

     

     

    Material:

     

     

    Presenter:

    broken image

    MEETING

    Topic:

    Date:

     

     

    Material:

     

    Presenter:

  • Reference

    some useful link for deep learning

    OBJECTIVES:

    1. Deep learning A-Z: Hands on artificial neural network

    https://www.udemy.com/deeplearning/learn/v4/content

     

    1. dosudo slack deep learning channel

    https://dosudo.slack.com/messages/C4ZRZM8E9/team/danching/