Deep Learning Specialization (Coursera) Self-study record (C3W1)

Introduction

This is the content of Course 3, Week 1 (C3W1) of Deep Learning Specialization.

(C3W1L01) Improving Model Performance

Contents

reference

-Deep Learning Specialization (Coursera) Self-study record (table of contents)

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Learning record

Learning record # 3

Learning record # 1

Learning record # 2

Deep Learning

Learning record of reading "Deep Learning from scratch"

"Deep Learning from scratch" Self-study memo (Part 12) Deep learning

"Deep Learning from scratch" self-study memo (unreadable glossary)

"Deep Learning from scratch" Self-study memo (9) MultiLayerNet class

Deep Learning Memorandum

Start Deep learning

Python Deep Learning

Deep learning × Python

"Deep Learning from scratch" Self-study memo (10) MultiLayerNet class

"Deep Learning from scratch" Self-study memo (No. 11) CNN

"Deep Learning from scratch" Self-study memo (No. 19) Data Augmentation

"Deep Learning from scratch 2" Self-study memo (No. 21) Chapters 3 and 4

Learning record so far

First Deep Learning ~ Struggle ~

Python: Deep Learning Practices

Go language learning record

Deep learning / activation functions

Deep Learning from scratch

Learning record 4 (8th day)

Learning record 9 (13th day)

Learning record 3 (7th day)

Deep learning 1 Practice of deep learning

Deep learning / cross entropy

Learning record 5 (9th day)

Learning record 6 (10th day)

First Deep Learning ~ Preparation ~

Programming learning record day 2

First Deep Learning ~ Solution ~

Learning record 8 (12th day)

[AI] Deep Metric Learning

Learning record 1 (4th day)

Learning record 7 (11th day)

I tried deep learning

Python: Deep Learning Tuning

Learning record 2 (6th day)

Deep learning large-scale technology

Linux learning record ① Plan

Learning record 16 (20th day)

Learning record 22 (26th day)

Deep learning / softmax function

"Deep Learning from scratch" self-study memo (No. 18) One! Meow! Grad-CAM!

"Deep Learning from scratch" self-study memo (No. 19-2) Data Augmentation continued

"Deep Learning from scratch" self-study memo (No. 15) TensorFlow beginner tutorial