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Very excited to announce a project 3 years in the making: BLUE, a low-cost, safe, capable robot designed from the ground up with AI in mind. Want BLUE? You can now sign up for priority access here: bit.ly/2WZSGq5 Learn more here: berkeleyopenarms.org w/Stephen McKinley

10 #Algorithms for #MachineLearning Enthusiasts analyticsindiamag.com/10-algorithms-… 1. Logistic Regression 2. K-Nearest Neighbors 3. Naive Bayes 4. Support Vector Machines 5. Random Forest 6. Linear Regression 7. Neural Network 8. PCA 9. K-Means Clustering 10. Linear Discriminant Analysis

Want to AutoAugment w/o original Google paper's budget to spend? Population-based Augmentation matches the performance -- with 1000x less compute! :) BLOG: bair.berkeley.edu/blog/2019/06/0… PAPER: arxiv.org/pdf/1905.05393… w/ Peter Chen , Daniel Ho, Eric Liang, Ion Stoica, R Liaw

You might have heard that Crystal now supports parallelism. You can read all about the details and the efforts behind it here: crystal-lang.org/2019/09/06/par…

TensorFlow 2.0 has been released! Congrats everyone, and thanks for making this possible. Release notes: github.com/tensorflow/ten…

Using Ruby 2.7 Experimental Features in Production: Pattern Matching and Numbered Block Args - monolist.co/blog/2019/10/r…

Keras Tuner is now out of beta! v1 is out on PyPI. keras-team.github.io/keras-tuner/ Fully-featured, scalable, easy-to-use hyperparameter tuning for Keras & beyond.

The most modern way to implement a GAN in Keras is actually simply this.

TensorFlow 2 🤝 Object Detection API Today we’re happy to announce that the TF Object Detection API officially supports TensorFlow 2! Learn more about the release and all its new features in the post. Read the blog ↓ blog.tensorflow.org/2020/07/tensor…

With little training data or compute, transfer learning is a simple way to obtain performant ML models. Learn how researchers at @MSFTresearch & Massachusetts Institute of Technology (MIT) found adversarially robust ML models can improve transfer learning on downstream computer vision tasks: aka.ms/AA98ing

You are never too big to make someone's day with a little gesture... Hope this brings a smile...

Rails doesn’t scale, unless by scale you mean a $100B IPO. Airbnb, yet another org that rode Ruby on Rails to the top of the mountain.

2020 has spawned an even more dangerous mutation. It’s called 2021.

It's starting to feel like 2021 is the year that Rust Language broke into the mainstream. Microsoft, Google, Amazon, Facebook all building teams. Rust Foundation is there to support the teams creating Rust. It's been years in the making and it feels like it's happened.

Rust 1.51.0 is here! Get ready for the MVP of "const generics!" 🎊🎊🎊 blog.rust-lang.org/2021/03/25/Rus…

RAiLs? BUt dOEs iT sCaLe???

theregister.com/2021/11/30/aws…

Shopify + Ruby on Rails = 💚 Our Ruby & Rails Infrastructure team joined us in the studio to discuss Rails, why they're invested in this community, and what's next. Watch the full video on YouTube 👇 bit.ly/3zvRpvA