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AI Perfect Master Course – Learn practical artificial intelligence/machine learning from start to finish with Google Colaboratory –
Via Udemy
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Overview
AI Perfect Master Course is a complete, hands-on program designed to teach you artificial intelligence and machine learning from the ground up—using Google Colaboratory as your coding environment. Whether you're a beginner or looking to solidify your understanding with practical experience, this course walks you through the entire AI/ML workflow step-by-step. Starting with foundational concepts in Python programming, you'll progress to core machine learning topics like supervised and unsupervised learning, model training and evaluation, regression, classification, and clustering. As you advance,...
Syllabus
- イントロダクション
- 開発環境
- Pythonの基礎
- 簡単なディープラーニング
- ディープラーニングの理論
- 様々な機械学習の手法
- 畳み込みニューラルネットワーク（CNN）
- 再帰型ニューラルネットワーク（RNN）
- 変分オートエンコーダ（VAE）
- 敵対的生成ネットワーク（GAN）
Instructor
我妻 幸長 Yukinaga Azuma
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