カテゴリー: 技術

カテゴリー
機械学習

Machine Learning [Week 11/11] Application Example: Photo OCR

Photo OCR Problem Description and Pipeline Sliding Windows Getting Lots of Data and Artificial Data Ceiling An […]

カテゴリー
機械学習

Machine Learning [Week 10/11] Large Scale Machine Learning

Gradient Descent with Large Datasets Learning With large Datasets Stochastic Gradient Descent Mini-Batch Gradi […]

カテゴリー
機械学習

Machine Learning [Week 09/11] Anomaly Detection / Recommender Systems

Anomaly detection Density Estimation Problem Motivation Gaussian Distribution Algorithm Building an Anomaly De […]

カテゴリー
機械学習

Machine Learning [Week 08/11] Unsupervised Learning / Dimensionality Reduction

Unsupervised Learning Clustering Unsupervised Learning K-Means Algorithm Optimization Objective Random Intiali […]

カテゴリー
機械学習

Machine Learning [Week 07/11] Support Vector Machines

※Coursera Machine Learning Courseの学習メモです Large Margin Classification Optimization Objective Large Margin Intui […]

カテゴリー
深層学習

メモ:医学論文の自動仕分けチャレンジ

Systematic Review https://signate.jp/competitions/471 from the findings of the prizewinners 入賞者の方々のプレゼンからのメモです […]

カテゴリー
note

What is Multi-Tenancy

just a note What is tenant? A person who occupies land or property rented from a landlord. A consumer who cons […]

カテゴリー
機械学習

Machine Learning [Week 06/11] Advice for Applying Machine Learning / Machine Learning System Design

See also DL [Course 2/5] Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimizatio […]

カテゴリー
機械学習

Machine Learning [Week 05/11] Neural Networks: Learning

See also DL [Course 1/5] Neural Networks and Deep Learning [Week 1,2/4] Introduction to deep learning / Neural […]

カテゴリー
深層学習

DL [Course 5/5] Sequence Models [Week 3/3] Sequence models & Attention mechanism

Various sequence to sequence architectures Basic Models Sequence to sequence model \(x\): Jane visite l’ […]