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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 ...

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

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 ...

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

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

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 ...

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

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

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

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 ...

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

All lesson resources are available at http://course.fast.ai.) In this lesson, we discuss the importance of weight initialization in neural ...

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

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

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.) This is the first lesson of part 2 of Practical Deep Learning for Coders.

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

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

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

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

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

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

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 ...

NB: All files referenced in the video have moved from platform.ai to files.fast.ai. We suggest visiting ...