December 2024
Beginner to intermediate
336 pages
7h 41m
Korean
Content preview from 로우코드 AI
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309
8
장
사용자 정의 모델의 성능 개선하기
표
8-5
다섯 개의 우수한 모델에 대한 쿼리 결과. 발견된 하이퍼파라미터와 평가 지표를 확인합니다(정확한 값은 이 표
와 다를 수 있으며, 일부 열 이름은 가독성을 높이고자 축약했습니다).
trial_id l1_reg hidden_units dropout mean_squared_error
10 1.0
64
0.0 194784591.632
16
8 0.00031591034078693391
64
0.0 213445602.3490545532
16
9 1.0
64
0.25599690406708309 218611976.60226983
32
16
ML
.
PREDICT
를
car
_
sales
_
prices
.
dnn
_
hp
_
car
_
model
과 함께 사용하면, 빅쿼리는 자동으로
최상의 평가 모델을 기본으로 사용합니다.
SELECT *
FROM ML.PREDICT(MODEL `car_sales_prices.dnn_hp_car_model`,
(SELECT * FROM `car_sales_prices.car_prices_valid`))
8.5
대규모 모델의 하이퍼파라미터 튜닝
이 장에서 설명하는 프레임워크와 기법은 크지 않은 데이터셋과 모델에 적합합니다. 대규모 데
이터셋과 모델에 대해 로컬 머신이나 코랩 노트북에서 사이킷런과 케라스를 사용하면 메모리
등의 제약
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and much more.
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.