Google Machine Learning Bootcamp 2021

1. Application Quiz Answer

• 완료 : Google ML 2021 Application Quiz

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2. Coursera Deep Learning Specialization

• Detail Content View

• 수료 완료

• 1. Neural Networks and Deep Learing

  • Week 1 : Introduction to Deep Learning

  • Week 2 : Neural Networks Basics

  • Week 3 : Shallow Neural Networks

  • Week 4 : Deep Neural Networks

• 2. Improving Deep Neural Network : Hyperparameter Tuning, Regularization and Optimization

  • Week 1 : Practical Aspects of Deep Learning

  • Week 2 : Optimization Algorithms

  • Week 3 : Hyperparameter Tuning, Batch Normalization and Programming Frameworks

• 3. Structuring Machine Learning Projects

  • Week 1 : ML Strategy(1)

  • Week 2 : ML Strategy(2)

• 4. Convolutional Neural Network

  • Week 1 : Foundations of Convolutional Nerual Network

  • Week 2 : Deep Convolutional Models : Case Studies

  • Week 3 : Object Detection

  • Week 4 : Special Application : Face Recognition & Neural Style Transfer

• 5. Sequencial Models

  • Week 1 : Recurrent Neural Networks

  • Week 2 : Natural Language Processing & Word Embedding

  • Week 3 : Sequence Models & Attention Mechanism

  • Week 4 : Transfer Network

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3. Tensorflow Developer Certificate

• Tensorflow Developer Certificate

  • 자격증 취득 완료
  • 시험 일자 및 취득 일자 : 2021.09.16
  • 자격증 링크

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4. Kaggle Project

• Kaggle Project

  • 수료 조건 : 내 캐글 Tabular Playground Series에 노트북을 제출하거나 Competition에 참여하여 상위 25%안에 랭킹 들기

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5. GCP Professional Data Engineer Certificate

• GCP Professional Data Engineer Certificate

  • 11월 2일 화요일 시험 진행
  • 자격증 취득 완료
  • 자격증 링크

(Optional) 6. Programmers Dev-Match 미술작품 분류하기

• Repository

  • 최종 제출 일자 : 2021.09.24 금요일
  • 프로젝트 수행 기간 : 2021.09.17 ~ 2021.09.24 (총 8일)