Google Cloud
Machine Learning with TensorFlow Google Cloud 日本語版 Specialization
Google Cloud

Machine Learning with TensorFlow Google Cloud 日本語版 Specialization

Google Cloud で機械学習(ML)について学ぶ. 実践的なデータを使用した包括的な ML 実習

Taught in Japanese

Included with Coursera Plus

Specialization - 5 course series

Get in-depth knowledge of a subject

4.4

(50 reviews)

Intermediate level
Some related experience required
2 months at 10 hours a week
Flexible schedule
Learn at your own pace

Specialization - 5 course series

Get in-depth knowledge of a subject

4.4

(50 reviews)

Intermediate level
Some related experience required
2 months at 10 hours a week
Flexible schedule
Learn at your own pace

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Specialization - 5 course series

How Google does Machine Learning 日本語版

Course 17 hours4.5 (132 ratings)

What you'll learn

  • Vertex AI プラットフォームの概要を説明し、このプラットフォームを使用してコードを 1 行も記述せずに AutoML 機械学習モデルを迅速に構築、トレーニング、デプロイする方法を説明する

  • Google Cloud で機械学習を実装する際のベスト プラクティスを説明する

  • Google Cloud Platform のツールと環境を機械学習に活用する

  • 責任ある AI のベスト プラクティスを説明する

Skills you'll gain

Category: Backtesting
Category: Uncertainty Analysis
Category: Financial Analysis
Category: Motion Chart

Launching into Machine Learning 日本語版

Course 216 hours4.4 (50 ratings)

What you'll learn

  • データ品質を向上させる方法や探索的データ分析を実行する方法を説明する

  • Vertex AI と BigQuery ML を使用して AutoML モデルを構築、トレーニングする

  • 損失関数とパフォーマンス指標を使用して、モデルを最適化および評価する

  • 再現可能でスケーラブルなトレーニング用、評価用、テスト用データセットを作成する

Intro to TensorFlow 日本語版

Course 319 hours3.8 (12 ratings)

What you'll learn

Feature Engineering 日本語版

Course 412 hours4.5 (10 ratings)

What you'll learn

  • Vertex AI Feature Store を使用する

  • 元データから特徴への移行方法および特徴量エンジニアリングの実行方法を説明する

  • Apache Beam と Cloud DataFlow を使用して特徴を前処理する

  • tf.Transform を使用する

Skills you'll gain

Category: Language Industry
Category: Information Seeking Behavior
Category: Collective Intelligence
Category: Social Media Mining

Art and Science of Machine Learning 日本語版

Course 518 hours4.4 (10 ratings)

What you'll learn

Instructor

Google Cloud Training
Google Cloud
1,323 Courses2,537,934 learners

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