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Daniel Bourke
Daniel Bourke

17.3K Followers

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Jul 26, 2022

Learn PyTorch in a day. Literally.

From beginner to PyTorch practitioner in one video. — My latest YouTube video is 25 hours, 36 minutes and 57 seconds long (actually a little over a day). And its sole purpose is to be a momentum builder, to help you learn PyTorch for deep learning.

Pytorch

2 min read

Learn PyTorch in a day. Literally.
Learn PyTorch in a day. Literally.
Pytorch

2 min read


May 10, 2022

Survivability and Scalability

Have fun and let it become fruitful. — Been thinking about skills for the future. And fun things to do now. Surviving is fun. And a requirement for the future. Scaling amplifies your efforts. To do either well, remove all of the steps. And go straight for the target. Instead of planning things out, I like to put…

Food

7 min read

Survivability and Scalability
Survivability and Scalability
Food

7 min read


Published in Towards Data Science

·Mar 15, 2022

The Unofficial PyTorch Optimization Loop Song

A fun jingle to help you remember the steps in a PyTorch training loop — I’ve been learning PyTorch. And if you’re learning PyTorch too but have come from frameworks such as Scikit-Learn or TensorFlow, writing your own training and testing loops may be a foreign concept (both of these frameworks have a beautiful model.fit()system). To help myself learn I wrote a jingle. So I’d…

Machine Learning

4 min read

The Unofficial PyTorch Optimization Loop Song
The Unofficial PyTorch Optimization Loop Song
Machine Learning

4 min read


Published in Towards Data Science

·Dec 20, 2021

So you want to learn machine learning? Learn slower.

What’s the rush? — One of my favourite articles of all time is Teach Yourself Programming in Ten Years by Peter Norvig. The synopsis of the article is to learn slower, as in, building good skills, worthwhile skills like programming take time. You see courses teaching speed learning or speed reading, or do X…

Machine Learning

5 min read

So you want to learn machine learning? Learn slower.
So you want to learn machine learning? Learn slower.
Machine Learning

5 min read


Published in Towards Data Science

·Dec 6, 2021

Apple’s M1 Pro and M1 Max Outperform Google Colab by up to 54%

2021 Apple M1 Pro and M1 Max Machine Learning speed test comparison — The main keyboard I used is attached to a MacBook Pro. I’m typing this on a MacBook Pro. And being the tech nerd I am, when Apple released a couple of new MacBook Pro’s with upgraded hardware: M1 Pro, M1 Max chips and redesigns and all the rest, I decided…

Machine Learning

10 min read

Apple’s M1 Pro and M1 Max Outperform Google Colab by up to 54%
Apple’s M1 Pro and M1 Max Outperform Google Colab by up to 54%
Machine Learning

10 min read


Published in Towards Data Science

·Nov 8, 2021

State of AI Report 2021 Summary

There’s a lot going on in the world of AI. This article covers 183 slides in 17-minutes. — Although vast, the State of AI Report collects a snapshot of what’s happening in the field of artificial intelligence (AI) every year. I say snapshot because there’s a lot going on. Even with over 180 slides in the official report, there’s still much more the report missed out on. In…

Machine Learning

18 min read

State of AI Report 2021 Summary
State of AI Report 2021 Summary
Machine Learning

18 min read


Nov 8, 2021

Betting on yourself

Would you take a bet you could never lose? — Yesterday I saw a dog off its leash trying to lift a stick that was three to four times its body length and as thick as its waist. The dog tried from multiple different angles, moving its head, biting hard, biting soft, up one end of the stick down the…

Decision Making

4 min read

Betting on yourself
Betting on yourself
Decision Making

4 min read


Oct 21, 2021

28 something ideas for 28 something years

My favourite books, aphorisms, questions without answers, principles for wealth, health and creating from my 27th year — Every year I write an article about the previous year. Sometime around my birthday. One article? About a whole year? Yes yes I know. There’s no way of capturing all the goings on in a year in a single article. …

Aphorisms

10 min read

28 something ideas for 28 something years
28 something ideas for 28 something years
Aphorisms

10 min read


Sep 7, 2021

Charlie Walks: A Novel Chapter 7

Charlie walks the tightrope between head and heart. Between one path and another. — From my first novel, Charlie Walks. Charlie’s downtown again. At another grey building. Working on something he enjoys but not to the depths he’d like. So he’s torn. Torn between a known path and his own path. Between what he thinks he should be and what he’d love to be. …

Machine Learning

2 min read

Charlie Walks: A Novel Chapter 7
Charlie Walks: A Novel Chapter 7
Machine Learning

2 min read


Sep 5, 2021

Charlie Walks: A Novel Chapter 6

Charlie goes to a project downtown. Meets the security guard downstairs, gets the tag, goes up. — From my first novel, Charlie Walks. Since Charlie works as a machine learning engineer for the largest technology company in the world, many other companies recruit his team’s services. Some projects are out of the main office and lack style, hence the brief chapter. Chapter 1, chapter 2, chapter 3…

Machine Learning

2 min read

Charlie Walks: A Novel Chapter 6
Charlie Walks: A Novel Chapter 6
Machine Learning

2 min read

Daniel Bourke

Daniel Bourke

17.3K Followers

I play at the crossroads of technology, health and art. Broadcasting from: www.mrdbourke.com

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