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

Part of the End-to-End Machine Learning School Course 193, How Neural Networks Work at https://e2eml.school/193 Visit the ...

Course website: https://bit.ly/DLSP20-web Playlist: http://bit.ly/pDL-YouTube Speaker: Yann LeCun Week 1: ...

NB: Please go to http://course.fast.ai to view this video since there is important updated information there. If you have questions, ...

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

Note: please view this using the video player at http://course.fast.ai, instead of viewing on YouTube directly, to ensure you have ...

... Sourcing Overview (5.2) - Coding Overview (5.3) - Math Overview (5.4) - Statistics Overview (5.5) - Machine Learning Overview ...

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

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

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 ...

Are you wondering what deep learning is and how it might be useful in your research? This high level overview introduces deep ...

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

This video is part of the virtual useR! 2020 conference. Find supplementary material on our website https://user2020.r-project.org/.

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 ...

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

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

CONVOLUTIONAL NEURAL NETWORKS For last week's assignment your goal was to get into the top 50% of the Kaggle Dogs v ...

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

Course website: http://bit.ly/DLSP20-web Playlist: http://bit.ly/pDL-YouTube Speaker: Xavier Bresson Week 13: ...

All lesson resources are available at http://course.fast.ai.) This is the first lesson of part 2 of Practical Deep Learning for Coders.

A system under development at Purdue University uses deep learning, an advanced artificial intelligence system, to detect cracks ...

UNDERFITTING & OVERFITTING We've now seen a number of ways to build CNNs—it's time to build a more complete ...

INTRO TO NLP AND RNNS We start by combining everything we've learned so far to see what that buys us; and we discover that ...

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

EXOTIC CNN ARCHITECTURES; RNN FROM SCRATCH This is the last lesson of part 1 of Practical Deep Learning For Coders!