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麻省理工:深度学习介绍PPT-1.pdf

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Introduction to Deep Learning MIT 6.S191 Alexander Amini
What is Deep Learning? ARTIFICIAL INTELLIGENCE Any technique that enables computers to mimic human behavior MACHINE LEARNING Ability to learn without explicitly being programmed DEEP LEARNING Learn underlying features in data using neural networks 6.S191 Introduction to Deep Learning introtodeeplearning.com 1/29/18
Deep Learning Success: Vision Image Recognition 6.S191 Introduction to Deep Learning introtodeeplearning.com 1/29/18
Deep Learning Success: Vision 6.S191 Lab! Detect pneumothorax in real X-Ray scans 6.S191 Introduction to Deep Learning introtodeeplearning.com 1/29/18
Deep Learning Success: Audio 6.S191 Lab! Music Generation 6.S191 Introduction to Deep Learning introtodeeplearning.com 1/29/18
Deep Learning Success And so many more… 6.S191 Introduction to Deep Learning introtodeeplearning.com 1/29/18
6.S191 Goals Fundamentals Practical Skills Advancements Community @ MIT Knowledge, intuition, know-how, and community to do deep learning research and development 6.S191 Introduction to Deep Learning introtodeeplearning.com 1/29/18
Administrative Information • Meets Mon Jan 29 – Fri Feb 2 • 10:30 am – 1:30pm • Lecture + Lab Breakdown • Graded P/D/F; 3 Units • 1 Final Assignment 6.S191 Introduction to Deep Learning introtodeeplearning.com 1/29/18
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