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Python is the #1 language for data work, data development, data analysis, machine learning, and generative AI.

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

Description: Learn Google Colab: The Free, Cloud-Based Python Environment (2025 Edition)! Google Colab is one of the ...

This Python 3 tutorial course aims to teach everyone the basics of programming computers using Python. The course has no ...

This course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give ...

Introduction to Random Forests. Welcome to Introduction to Machine Learning for Coders! Lesson 1 will show you how to create a ...

Learn Data Science is this full tutorial course for absolute beginners. Data science is considered the "sexiest job of the 21st ...

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

I used to find writing CUDA code rather terrifying. But then I discovered a couple of tricks that actually make it quite accessible.

Mamba is a new neural network architecture that came out this year, and it performs better than transformers at language ...

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 ...

If you have used web frameworks like Flask or Django to wrap a scikit-learn model when writing your own REST API from scratch, ...

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

Today we do a deep dive in to feature importance, including ways to make your importance plots more informative, how to use ...

In need of a new Jonathan?! Look no further than https://jonathan.industries #machinelearning #tierlist #jonathanauts ...

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 ...

This talk was presented at PyCon India 2019, on Oct 12th - 13th, at the Chennai Trade Centre. Website: https://in.pycon.org/2019.

Python is a high-level programming language that is leveraged in a wide range of disciplines and fields. This webinar training ...

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

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

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

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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 ...

Take my Full Python Course Here: https://bit.ly/48O581R In this project we look at automating this API pull as well as cleaning up ...