Lesson 8 Practical Deep Learning

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00:00 - Neural net from scratch 04:46 - Parameters in PyTorch 07:42 - Embedding from scratch 12:21 - Embedding interpretation ... 00:00:00 - Introduction 00:01:59 - Linear model and neural net from scratch 00:07:30 - Cleaning the data 00:26:46 - Setting up a ... NB: Please view videos through course.fast.ai for full notes, searchable transcripts, etc. Please use forums.fast.ai for all questions ... 00:00:00 - Using Huggingface 00:03:24 - Finetuning pretrained model 00:05:14 - ULMFit 00:09:15 - Transformer 00:10:52 - Zeiler ...

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8: Deep Learning for Natural Language – Transformers, Self-Supervised Learning
#8 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 1, Lesson 8]
Deep Learning Chapter 8 - Practical Implementation and Tools True/False video
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Last Updated: June 8, 2026

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