데이터분석 자격증 관련 자료 [triviaz.net]

data analysis 데이터분석자격증 빅데이터분석기사 텐서플로우자격증 sqlddata_analysis:certification

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네이버 데이터전문가 포럼
https://cafe.naver.com/sqlpd

응시후기

1주일이면 취득해
https://sol2gram.tistory.com/72
https://leunco.tistory.com/41?category=893001

Coursera https://www.coursera.org/professional-certificates/tensorflow-in-practice
자격증 Code 정리 https://github.com/lmoroney/dlaicourse
Coursera: DeepLearning.AI TensorFlow Developer lecture note and assignments for tensorflow certificate.
- https://github.com/seraaaayeo/TensorFlow-Certificate
- https://github.com/https-deeplearning-ai/tensorflow-1-public

Tip 정리

1. 데이터 셋 정확한 비율로 올바르게 분할했는지

문제 조건에 맞는 in/output shape 확인
Data Augmentation

2. 단순히 epoch 늘려보기

ReLU 대신 LeakyReLU
learning rate 조금씩 키우기 (epoch 늘리기엔 학습시간 부족할 때)

3. 추가 레이어

레이어 종류
Dropout
Conv. 레이어 필터 수 줄여보기

4. Callback : early stop

data analysis, 데이터분석자격증, 빅데이터분석기사, 텐서플로우자격증, SQLD

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data_analysis/certification.1648713019.txt.gz
Last modified: 2025/07/07 14:12
(external edit)