Machine Learning
1297 Threads
🤖 New to Machine Learning? Avoid these three mistakes 📗 🧵 Lets see what they are 👇 🧵
More recently I have been sharing a lot more papers related to machine learning. Lots of exciting progress, new ideas, and trends emerging. Let's review a few that I recently shar...
Watch me code a Neural Network from Scratch in pure JAX! 🥳 in this 3rd video of the Machine Learning with JAX series. YouTube: https://t.co/ucNX0oWqgu GitHub: https://t.co/QFq7zdu...
@parlai_parley = a unified framework for sharing, training, and testing dialog models. 5 ParlAI's features you should know about 1) 100+ popular datasets 2) Vast model zoo 3) Use...
Transformers pioneered the principle of attention mechanisms to access past information. However, most Transformer models discard older memories to prioritize more recent activati...
Continuous Integration (CI) & testing for ML pipelines is hard and generally unsolved. I’ve been thinking about this for a while now — why it’s important, what it means, why curren...
Maths for Machine Learning!! 🤖 (The series continues. We have a lot more topics to cover.) Free BEST Courses for Calculus in Machine Learning 👇 🧵
Tech that I'm bullish on in the next 10 years. ⚡Electric vehicles 🤖Machine learning (duh) 💻ARM (or RISC) based processors ⛓️Blockchain & web3 (not necessarily crypto) 🎮Computer G...
Really excellent reading and pointers from @ericjang11, putting into words a new "Just Ask for Generalization" approach/philosophy to AI that the field has been slowly internalizin...
Top-notch free resources to learn Machine Learning for beginners. A Thread 👇
The single best way to get into machine learning is to build something with it. Here is an extensive list of hands-on projects that you can start right now. Take inspiration, lear...
RL agents can make decisions in 2 basic ways: 1) model-free 2) model-based Let's discuss model-based RL methods. - How do they work? - Categories of model-based RL - Advantages +...
One of the things I'm really excited about is the new "hardware paradigm" that @graphcoreai is trying to push for. Why? Hopefully, you're familiar with the concept of hardware lot...
Machine Learning Formulas Explained! 👨🏫 This is the formula for the Binary Cross Entropy Loss. This loss function is commonly used for binary classification problems. It may loo...
TensorFlow is one of the most amazing Machine Learning / Deep Learning libraries of Python by Google 💯 Want to get started with TensorFlow? 🚀 Here are Five FREE courses to learn...
There is much more to machine learning than training models. Most courses focus exclusively on this, but this is just a small part of the pipeline. Here are the skills that will...
3 free resources to learn linear algebra for ML 1. @SCSatCMU course 2. @MITOCW course 3. @TeachTheMachine tutorials Links⬇️
3 ML frameworks you should check: 1. VISSL 2. AdaNet 3. Archai neural architecture search Here they are. Boom!⬇️
Our favorite open ML courses! Topics? 1. Deep Learning by @ylecun 2. NLP with Deep Learning by @stanfordnlp 3. Deep Learning for NLP by @CompSciOxford and @DeepMind Here they a...
[🔥 Learn ML for beginners 🥳] I recently said I'll be binge-watching https://t.co/Tv0gvOs3JD's Practical Deep Learning for Coders and I did, here are my final thoughts! I'm mainly...
When we look for our pictures, we hardly remember the image names for them. If we want our "beach" pictures, how to find them? Dropbox has built a solution. Since it can't know...
• "How to study maths for machine learning?" • "How much maths do I need to know?" • "Do you need a lot of maths in your job?" I have been asked these questions, in comments, in D...
The mean squared error is probably one of the very first evaluation metrics that you might've used when making machine learning models. Yet most people don't have a clear intuitio...
List of different open source #AutoML tools / libraries H2O AutoML - https://t.co/9jhb5Tto2n AutoGluon - https://t.co/FKABBlyDC2 AutoKeras - https://t.co/FSYLsCRtBY Auto-PyTorch -...
