PyTorch Learn PyTorch in a day. Literally. 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. Fun fact: YouTube even puts a "1" for the number of days in
Machine Learning Learn PyTorch for Deep Learning: Zero to Mastery The Zero to Mastery PyTorch course is live! Get started with machine learning hands-on by writing PyTorch code.
Machine Learning How to Setup Apple Silicon Mac for Machine Learning with PyTorch Prepare your M1, M1 Pro, M1 Max, M1 Ultra or M2 Mac for data science and machine learning with accelerated PyTorch for Mac.
Machine Learning The Unofficial PyTorch Optimization Loop Song Sing it with me! Do the forward pass, calculate the loss, optimizer zero grad, lossssss backward, optimizer step, step, step.
Machine Learning 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.
Machine Learning How to Setup TensorFlow on Apple Silicon Macs Setup a TensorFlow and machine learning environment on Apple Silicon Macs. Works for M1, M1 Pro, M1 Max, M1 Ultra and M2.
Machine Learning 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.
Machine Learning Learn TensorFlow for Deep Learning (code-first course) Like to code? Looking to learn deep learning? Like to learn hands-on? This course will teach you deep learning and help you learn TensorFlow through 60+ hours of code-along videos.
Machine Learning How the biggest companies in the world design Machine Learning-powered applications Think machine learning might be helpful for your project? Here's how the best do it.
Machine Learning CS329s Machine Learning Deployment Tutorial If you're smart enough to build machine learning models, you're smart enough to deploy them.
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.
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.
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.
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 a deep learning virtual machine [https://cloud.google.com/deep-learning-vm/] (VM). Colab usually suffices for short-to-medium size experiments but when
Machine Learning How I’d start learning machine learning again (3-years in) Putting the engineer back in machine learning engineer
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). --------------------------------------------------------------------------------
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.
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.
Machine Learning My Machine Learning Curriculum for May 2020: Getting TensorFlow Developer Certified 1 Python book + 1 machine learning books + 1 machine learning course + 30(ish) days == TensorFlow Certified.
Machine Learning How to learn machine learning and improve your health at the same time Here’s a new rule: If your model is moving, you’re moving.
Machine Learning Replicating Airbnb's Amenity Detection with Detectron2 A rip-roaring ride through the design, building and deployment of a custom machine learning project.
Machine Learning My machine learning course got pirated If you stumble across a free version of my course, I hope you enjoy it, don't feel guilty for using it, it's yours as much as mine.
Communication How to Think About Communicating and Sharing Your Work Got technical skills? Good. Here's how you can communicate them.
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
