YouTube - Daniel Bourke

Daniel Bourke

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A collection of 23 posts

Flowchart of Nutrify's work-in-progress data engine

Copying Tesla's Data Engine (for food images)

A cooking recipe for building Nutrify's data engine.

person typing on Apple MacBook Pro 14-inch with M1 Pro chip

Machine Learning

Setup Apple Mac for Machine Learning with TensorFlow (works for all M1 and M2 chips)

Setup a TensorFlow and machine learning environment on Apple Silicon Macs. Works for M1, M1 Pro, M1 Max, M1 Ultra and M2.

Daniel Bourke YouTube channel hitting 100K subscribers

100,000 YouTube Subscribers

Numbers don't do it for me. They never did. The first 1000, the next 1000, the next 10000. Yes, I like looking at them go up. But there's always more. I said in my 1000 subscriber live stream Q&A video [https://youtu.be/sVge7Ah68q8] that 1000 subscribers was my

deep learning is all matrix multiplications

97,777 YouTube Subscriber Livestream Q&A (links & resources)

Why 97,777? I love the number 7. I have a dog called Seven and one day my friend and I won $1500 on double diamond sevens playing perfect pairs at the casino. Since then, seven's been my number. To celebrate such a beautiful number (I missed 77,777), I

I didn't eat food for 3 days, here's what happened

I didn't eat food for 3 days, here's what happened

An experiment in doing nothing and consuming nothing except water, salt and sunlight for 3 days.

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.

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

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.

Apple's New M1 Chip is a Machine Learning Beast

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.

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

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).

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 valid however you may notice some website changes to sites listed throughout (e.g. they've had a design change). --------------------------------------------------------------------------------

How I got TensorFlow Developer Certified (and how you can too)

Machine Learning

How I got TensorFlow Developer Certified (and how you can too)

I decided to get TensorFlow Developer Certified. So I set myself up with a curriculum to sharpen my skills and took the certification exam a couple of days ago. Turns out, I passed.

The story in everything

The story in everything

Everyone you meet has a story to tell. Behind everything you buy is a series of tales all coming together. Every day you wake up you’re creating your own. You get to decide where the plot goes. Sure there will be surprises along the way, things you didn’t

Learning something new? Don't try and boil the ocean

Machine Learning

Learning something new? Don't try and boil the ocean

Does someone need to know the inner workings of a combustion engine to learn how to drive a car? Of course not. You get in, you realise there’s a wheel, two or three pedals, a gear stick which you set to D (for drive) and then a collection of

How to deal with imposter syndrome

Life and Living

How to deal with imposter syndrome

The first time I walked into an artificial intelligence meetup, I felt like I shouldn’t have been there. The second time I walked into a machine learning event, I felt like I shouldn’t have been there. The 20th time I walked into an artificial intelligence meetup, I felt

A simple study break meal to optimize mental performance (eggs and greens)

A simple study break meal to optimize mental performance (eggs and greens)

Nutrition and sleep are the force multipliers of life. If you're looking for two ways to improve your learning capabilities as well as your creative performance, these are it. After graduating with a nutrition degree in 2015, I've spent a lot of time experimenting with different ways of eating to

6 Things Training Brazilian Jiu-Jitsu For a Year Taught Me About Life

6 Things Training Brazilian Jiu-Jitsu For a Year Taught Me About Life

I've been doing Brazilian Jiu Jitsu for the past year. And what I've learned is applicable outside of the gym as much as inside.

How I became a productivity machine

How I became a productivity machine

I spend a lot of time thinking about how to spend my time. You might be the same. I’ve tried every system you can imagine. Some worked, some didn’t. It’s no surprise the one I keep coming back to is simple. My two guiding principles are less

Why your studying routine is f*cked

Why your studying routine is f*cked

If you want to learn something, remember these. Reduce the search space There's an abundance of things to learn online. But having too many decisions leads to no decisions. Pick something, do your research on what you need to learn and learn it. If it works out, keep going. If

5 Beginner Friendly Steps to Learn Machine Learning and Data Science with Python

5 Beginner Friendly Steps to Learn Machine Learning and Data Science with Python

"I want to learn machine learning and data science, where do I start?" Here.

6 Techniques Which Help Me Study Machine Learning Five Days Per Week

Machine Learning

6 Techniques Which Help Me Study Machine Learning Five Days Per Week

I studied machine learning every day for 9-months, then got a job. How? Like this…

Python List Comprehensions in 5-minutes

Python List Comprehensions in 5-minutes

A visual introduction to those tricky Pythonic one-liners.

An In-depth Review of the Learning How to Learn Course on Coursera

An In-depth Review of the Learning How to Learn Course on Coursera

If you plan on learning anything new, don't start until you've learned how to learn.

A Gentle Introduction to Exploratory Data Analysis

A Gentle Introduction to Exploratory Data Analysis

Includes: pretty drawings, a walkthrough Kaggle example and many a challenge.