Data Science - Daniel Bourke

man looking at two computer screens with hand on keyboard, focus is on the left screen

How to Learn Data Science on Coursera in 2022 (beginner-friendly)

A guide creating your own curriculum using Notion to learn Python programming, data science and machine learning on Coursera in 2022.

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

Machine Learning

How to Setup TensorFlow on Apple M1 Pro and M1 Max (works for M1 too)

Setup a TensorFlow environment on Apple's M1 chips. We'll get TensorFlow to use the M1 GPU as well as install common data science and machine learning libraries using Conda.

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.

Machine Learning

"How can a beginner data scientist like me gain experience?"

I've done some courses, what do I do now? Hint: touch the stove.

Learning

How long does it take?

My physics teacher had a saying. Every time we’d ask a question which had many different possible answers, he’d say, “how long is a piece of string?”. Being physics students someone eventually realised the length of any piece of string is twice half its length. So from then

Learning

Which Python, machine learning, data science course is best?

Someone sent me an email the other day asking which Python course would accelerate their learning the most. It’s a tough question, because there’s many different courses out there. What makes it harder is most of them are good, follow them and you’ll learn something. When I

Machine Learning

Getting your computer ready for machine learning: How, what and why you should use Anaconda, Miniconda and Conda

What are Anaconda, Miniconda and Conda? How do you create a Conda environment for machine learning? Why should you use them? This article will show you.

Machine Learning

A 6 Step Field Guide for Building Machine Learning Projects

Have data and want to know how you can use machine learning with it? Read this.

Data Science

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.

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…

Machine Learning

12 Things I Learned During My First Year as a Machine Learning Engineer

Being your own biggest sceptic, the value in trying things which might not work and why communication problems are harder than technical problems.

Machine Learning

How to Start Your Own Machine Learning Projects

What courses don’t (and can’t) teach you.

Machine Learning

Thinking of Self-Studying Machine Learning? Remind yourself of these 6 things

I’m a self-taught Machine Learning Engineer, here’s what I’d tell myself if I started again.

Tutorial

A Gentle Introduction to Exploratory Data Analysis

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

Machine Learning

What kind of data does your company have?

Knowing what kind of data your business has can help you understand how you can use it.

Learning

A Non-Revolutionary Technique for Learning Data Science in Four Hours Per Day

Learning new things takes time. The progress day to day seems like nothing. But you're not worried about day to day. You're worried about year on year.

Artificial Intelligence

My Self-Created Artificial Intelligence Masters Degree

University pathways were too expensive, so I decided to create my own.