Daniel Bourke
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Daniel Bourke

Eat, move, learn, make.

CS329s Machine Learning Deployment Tutorial
Machine Learning

CS329s Machine Learning Deployment Tutorial

If you're smart enough to build machine learning models, you're smart enough to deploy them.

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 22 Feb 2021 • 3 min read
Art

Find your art and let it kill you

Been getting distracted. Trivial things getting in the way. String enough of those together and that's when people start to say "where did the time go?" I’ll tell you where it didn’t go, it didn’t go towards your craft. It didn’

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 8 Feb 2021 • 2 min read
The Buttons for the User Interface of Reality
Decision Making

The Buttons for the User Interface of Reality

Become an author of your reality by stacking your talents, affirming yourself, sparking curiosity, injecting novelty, painting contrast and keeping it simple simple simple.

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 6 Feb 2021 • 10 min read
Your work is beautiful
Conversation

Your work is beautiful

I love receiving compliments on my work, my efforts, my creations, my actions. Last night after Jiu Jitsu training I took off my Gi top (think karate outfit) to cool

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 3 Feb 2021 • 1 min read

Two kinds of followers

There’s the solider, the one who has to be there because they’re under an authority. And there’s the dancing partner, the one who wants to be there for no other reason but to join the dance. Of course, you can choose

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 27 Jan 2021 • 1 min read
Studying

“How do you deal with loneliness while studying?”

I stop studying. I go and talk to people. I get out in nature, I write, I read. I sit and do nothing. You’re never alone with the blank page. Whilst I write these lines I’m sitting on my balcony alone. Feeling

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 26 Jan 2021 • 1 min read
Like Wonder with an S
Stories

Like Wonder with an S

I went on date with a girl studying to be a paramedic. She told me of a lesson she'd learned recently. Sometimes the patients we go to don't need an

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 20 Jan 2021 • 1 min read
Learning

Curiosity is a skill

If anyone takes away your curiosity or eagerness for life, avoid them. Be as curious as you want about anything and everything. Curiousity is a skill which peaks in childhood and slowly dies off. But it doesn’t have to. Seeing curiosity as a

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 17 Jan 2021 • 1 min read
Questions

How to appear smarter and more confident

Now I’ve got a rule: if I think something is a “dumb” question, I have to ask it.

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 17 Jan 2021 • 1 min read
Filtering out what matters
Newsletter

Filtering out what matters

What do you have without your health? Five questions to ask yourself everyday. The optionality of life. Using time and boredom to guide your decisions.

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 7 Jan 2021 • 8 min read
2021 — Questions, themes and ideas
Yearly

2021 — Questions, themes and ideas

Questions, themes & ideas I'm asking myself and pondering whilst getting used to writing the correct year down.

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 6 Jan 2021 • 5 min read
How to Create Your Own Data Science Curriculum with Coursera in 2021
Learning

How to Create Your Own Data Science Curriculum with Coursera in 2021

2021 is here. Time to take control of your own education. Here's an example of how you can use Coursera and Notion to create your own data science curriculum.

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 4 Jan 2021 • 9 min read
Apple's New M1 Chip is a Machine Learning Beast
Experiments

Apple's New M1 Chip is a Machine Learning Beast

Comparing a (nearly) top spec Intel-based 16-inch MacBook Pro to the new Apple silicon MacBook Air and 13-inch MacBook Pro.

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 24 Dec 2020 • 12 min read
"How do you stop taking yourself so seriously?" | Interview on The Danny Miranda Podcast
Interview

"How do you stop taking yourself so seriously?" | Interview on The Danny Miranda Podcast

"Basically I'm just trying to remind myself to have fun with whatever it is I'm doing."

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 7 Nov 2020 • 52 min read
The 10 Commandments of Self-Taught Machine Learning Engineers
Machine Learning

The 10 Commandments of Self-Taught Machine Learning Engineers

Principles for using math, code and data to seduce Mother Nature into revealing her secrets.

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 28 Oct 2020 • 6 min read
How to Write Yourself an iPhone 12
Writing

How to Write Yourself an iPhone 12

Advice on writing words worth being paid for

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 21 Oct 2020 • 12 min read
I didn't eat food for 5 days, here's what happened
Health

I didn't eat food for 5 days, here's what happened

Notes, questions, answers and diary entries from my first five day fast (120-hours consuming water only).

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 19 Oct 2020 • 15 min read
You don't need permission

You don't need permission

...to create, lead, build, start, think differently, ask, be, decide.

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 5 Oct 2020 • 8 min read
Notes on building a deep learning PC
Machine Learning

Notes on building a deep learning PC

When it comes to using GPUs for deep learning, I usually use Google Colab (80% of the time) or for when I need something more persistent, Google's Compute Engine running

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 6 Sep 2020 • 11 min read
I turn 27 today, here's ~27 micro-essays on life
Birthday

I turn 27 today, here's ~27 micro-essays on life

A year is now officially 6-months. Luckmaxing. You were born to adapt. The "It is done" mindset. And the power of the follow-up.

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 1 Sep 2020 • 26 min read
Let’s be friends
Stories

Let’s be friends

It didn’t start out like that. Within a few messages she said my panties have dropped for you bb. Which I remember because of the lack of vowels in

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 23 Aug 2020 • 10 min read
How I’d start learning machine learning again (3-years in)
Machine Learning

How I’d start learning machine learning again (3-years in)

Putting the engineer back in machine learning engineer

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 15 Aug 2020 • 10 min read
Introducing the 2020 Machine Learning Roadmap (still valid for 2021)
Machine Learning

Introducing the 2020 Machine Learning Roadmap (still valid for 2021)

Note: If you're coming to this post in 2021 and thinking, "hmm, I wonder if this is still valid?", it is! The main concepts in the video/roadmap are still

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 31 Jul 2020 • 3 min read
Hill sprints will teach you who you are
Move

Hill sprints will teach you who you are

The best bang for your buck, a metaphor for life, curing human marshmallow-itis, finding balance at the extremes.

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 30 Jul 2020 • 6 min read
"How'd you get started with machine learning and data science?" | Interview with Ken Jee
Machine Learning

"How'd you get started with machine learning and data science?" | Interview with Ken Jee

My answers to a series of questions about starting to learn data science/machine learning, how I got a job in the field and more from an interview Ken Jee.

  • Daniel Bourke
    Daniel Bourke
Daniel Bourke 22 Jul 2020 • 10 min read
Daniel Bourke
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