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| == Overall Study Description == | | == Overall Study Description == |
| Study group to learn Machine Learning(ML) and Deep Learning. | | Study group to Google Cloud Kubernetes (Engine) |
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| * '''from the ground up to the deep'''
| | '''We attend Google Cloud studyjam intermediate class.''' |
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| * '''theory and practice in parallel''' | | * '''using coursera course that is provided by Google.''' |
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| * '''assignment and flip learning.''' | | * '''free-learning, free-debating.''' |
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| * '''using book and video lecture.''' | | * '''question will be answered using kakao talk chatting.''' |
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| : '''flip learning''' : study at the home and then, share knowledge or exchange question in the meeting.
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| : '''book : 0''' : will be fixed.
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| : '''video lecture''' : "Introduction to Deep Learning by Code" sponsored by SK Academy
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| == Meeting Date == | | == Meeting Date == |
| '''2019 Winter Vacation''' | | '''Free.''' |
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| * Weekly Tuesday and Thursday.
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| * 2pm ~ 4pm
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| '''2019 Term''' | |
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| * Weekly Wednesday.
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| * 8pm ~ 10pm (feat, end time is flexible)
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| == Location == | | == Location == |
| Lecture room or project room with projector and white board.
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| Mainly in Building 208, 310 classroom.
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| : '''We will be studying at a better facility over time.'''
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| == How to join == | | == How to join == |
| First come to "Zeropage Weekly Meeting(정모)".
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| Then, find "'''강제순'''", or '''Vice-President of ZeroPage''', and tell him you wanting to join.
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| Or contact "'''김경태'''", or '''Study Leader''', and tell him you wanting to join.
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| '''Kakao talk ID : kkt752'''
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| == Requirement ==
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| * '''with an Interest in ML and Deep Learning.'''
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| * '''with a strong responsibility.'''
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| * '''a person who will not give up easily.'''
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| * '''a person who will do properly''' // 하나를 하더라도 제대로, 확실하게 할 사람.
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| == Plan == | | == Plan == |
| | | free. |
| : It is not confirmed. We need to discuss with our team members.
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| '''1.''' '''First we study a programming language python, which is the most commonly used in data analysis'''.
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| Book : '''"Jump to python."'''
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| Video lecture : '''"Python for all, provided by edwith."'''
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| '''2. ''' '''If we finish studying python, we will implement machine learning or deep learning using python'''.
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| Book : '''"Deep Learning from the Bottom"(will be.) or "machine learning using python library"'''.
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| '''3.''' '''We will take a Coursera course, "Machine Learning, Andrew ng"'''.
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| That is called ceremony of Machine Learning (ML의 정석).
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| -> Additional explanation will be written.
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| '''4.''' If you do all of the above, we will go into advanced course.
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| '''we will study the TensorFlow, which is an library made for deep learning'''.
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| Book : '''"Golvin Hacker's 3-minute Deep Learning TensorFlow Flavor"'''
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| && '''"Tenserflow first step"'''
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| : '''We will study them together. because one is a book which complement the other'''.
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| '''5.''' '''If we also acquire basis of TensorFlow, now it is time to take the famous lecture again'''.
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| Video lecture : '''Professor Kim Sung Hoon's 'Deep Learning for All' provided by YOUTUBE'''.
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| '''6.''' Video lecture : '''"Deep Learning learning from papers" provided by Edwith'''.
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| '''7.''' Video lecture : '''"Stanford CS231n" provided by YOUTUBE'''.
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| : This lecture is high-quality because it is shot and released annually into new 201x version.
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| '''8.''' '''It is stage to review all we learned'''.
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| Book : '''"hands on Machine Learning"'''.
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| '''9.''' '''If we've come to this stage, there aren't lectures or books to be recommended'''.
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| '''It is stage to be a pioneer of deep learning, reading papers ourselves'''.
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| '''I wish us a good victory.'''
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| '''Good luck.'''
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| : We need to discuss with our team members about assignment and penal system, ppt-uploading about study contents per week.
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| : If above them is executed, we will upload files about them and proceed with the study writing these files.
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| '''Chung-Ang Univ'''. | | '''Chung-Ang Univ'''. |
| ZeroPage | | ZeroPage |
| CLUG
| | GOOGLE. |
| Steamers
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| : '''If you want to sponsor us financially, please transfer money to our Kakao account. '''Kakao ID : kkt752'''
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| : '''If you want to sponsor us on other ways, please contact me, or "김경태", or Study Leader. '''Kakao ID : kkt752'''
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| == Copyright ==
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| copyrightⓒ 2019 All rights reserved by '''only study members including me, or study leader.'''
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| This post will be preserved '''by ZeroPage.'''
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