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Full Stack Deep Learning
Lab 7: Paragraph Recognition
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Spring 2021
Fall 2019
Full Stack Deep Learning
GitHub
Home
Spring 2021
Spring 2021
Spring 2021 Schedule
✨Course Projects Showcase✨
Lectures
Lectures
Lecture 1: DL Fundamentals
Notebook: Coding a neural net
Lecture 2A: CNNs
Lecture 2B: Computer Vision
Lecture 3: RNNs
Lecture 4: Transformers
Lecture 5: ML Projects
Lecture 6: Infrastructure & Tooling
Lecture 7: Troubleshooting Deep Neural Networks
Lecture 8: Data Management
Lecture 9: AI Ethics
Lecture 10: Testing & Explainability
Lecture 11: Deployment & Monitoring
Lecture 12: Research Directions
Lecture 13: ML Teams and Startups
Panel Discussion: Do I need a PhD to work in ML?
Labs
Labs
Lab 1: Setup and Introduction
Lab 2: CNNs and Synthetic Data
Lab 3: RNNs
Lab 4: Transformers
Lab 5: Experiment Management
Lab 6: Data Labeling
Lab 7: Paragraph Recognition
Lab 7: Paragraph Recognition
Table of contents
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Lab 8: Testing & CI
Lab 9: Web Deployment
Synchronous Online Course
Fall 2019
Table of contents
Video
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Lab 7: Paragraph Recognition
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