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Google Developers Machine Learning

ML Study Jam Journey 系列

透過 Google Developers 推出的 ML Study Jam 活動學習 Machine Learning 基礎知識。

鐵人鍊成 | 共 30 篇文章 | 2 人訂閱 訂閱系列文 RSS系列文
DAY 1

Day 01 前言

這次有幸獲得Google Developers提供的30天免費上課券學習Machine Learning, 希望能藉此認識及學習Google在這方面的相關技術,...

2019-09-15 ‧ 由 kehsyu 分享
DAY 2

Day 02 Introduction

Why ML? How Google does ML? AI first ML with TensorFlow Creating good ML datas...

2019-09-16 ‧ 由 kehsyu 分享
DAY 3

Day 03 Introduction (cont.)

Two stages of ML Train an ML model with examples (Training) label - true answe...

2019-09-17 ‧ 由 kehsyu 分享
DAY 4

Day 04 Introduction (cont.)

Summary AI first Create good ML datasets, then building your first ML model wit...

2019-09-18 ‧ 由 kehsyu 分享
DAY 5

Day 05 Introduction (cont.)

Machine Learning and Human Bias Based on data (Not automatically make it neut...

2019-09-19 ‧ 由 kehsyu 分享
DAY 6

Day 06 Introduction (cont.)

Cloud Datalab Based on Jupyter and it's open source Execute the code Click t...

2019-09-20 ‧ 由 kehsyu 分享
DAY 7

Day 07 Launching into ML

Introduction Learn how to Identify why deep learning is currently popular Optim...

2019-09-21 ‧ 由 kehsyu 分享
DAY 8

Day 08 Optimization

Learn how to Measure model performance using loss functions Use loss functions...

2019-09-22 ‧ 由 kehsyu 分享
DAY 9

Day 09 Optimization (cont.)

Identify why deep learning is currently popular Optimize and evaluate models...

2019-09-23 ‧ 由 kehsyu 分享
DAY 10

Day 10 Launching into ML (cont.)

Summary Deep learning techniques incorporate many of those improvements Make pre...

2019-09-24 ‧ 由 kehsyu 分享