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Description In this video I review my favorite deep learning book. I like that it covers advanced topics in deep learning and also ...

Go to https://course.fast.ai for code, notebooks, quizzes, etc. This course is designed for people with some coding experience who ...

... Linear RNN paper: https://openreview.net/forum?id=M3Yd3QyRG4 #mamba #deeplearning #largelanguagemodels 00:00 Intro ...

00:00:00 - Using Huggingface 00:03:24 - Finetuning pretrained model 00:05:14 - ULMFit 00:09:15 - Transformer 00:10:52 - Zeiler ...

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 ...

Q&A and all resources for this lesson available here: https://forums.fast.ai/t/lesson-2-official-topic/96033 00:00 - Introduction 00:55 ...

A quick guide on how to enable the use of your GPU for machine learning with Jupyter Notebook, Tensorflow, Keras on the ...

00:00 - Tweaking first and last layers 02:47 - What are the benefits of using larger models 05:58 - Understanding GPU memory ...

Welcome to Deep Learning for Coders! Be sure to watch these videos through https://course.fast.ai to get access to the searchable ...

00:00 Introduction and survey 01:36 "Lesson 0" How to fast.ai 02:25 How to do a fastai lesson 04:28 How to not self-study 05:28 ...

NB: We suggest watching these from http://course.fast.ai/part2.html, rather than via youtube.com, so can can access any recent ...

COLLABORATIVE FILTERING, EMBEDDINGS, AND MORE When we ran this class at the Data Institute, we asked what students ...

#googlecolabtutorial #colab #googlecolab #MachineLearning #datascience #ArtificialIntelligence #DeepLearning #DataScience.

All lesson resources are available at http://course.fast.ai.) We start with a dive into convolutional autoencoders and explore the ...

00:00 - Neural net from scratch 04:46 - Parameters in PyTorch 07:42 - Embedding from scratch 12:21 - Embedding interpretation ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we dive into backpropagation and the creation of a simple ...

All lesson resources are available at http://course.fast.ai.) In this lesson, we dive into mixed precision training and experiment with ...

A surprising result in deep learning is that models created from totally different types of data, such as text and images, can learn to ...

00:00 Review 02:09 TwoR model 04:43 How to create a decision tree 07:02 Gini 10:54 Making a submission 15:52 Bagging ...

We asked in the last lesson whether “Memory Networks” lives up to the publicity it received when it came out, and came to the ...