Did you know that you can use Hugging Face models in popular #ML frameworks #PyTorch, #TensorFlow, and #JAX? Edge team member Carmen Lai gives a tutorial on using transformer models from Hugging Face in these three popular ML frameworks. #datascience youtube.com/watch?v=-T_8n9…

2022 has been a journey! Highlights from the year include helping innovative companies create inspiring products, continuing to build a team of amazing people, and focusing on educational initiatives. Thank you for being a part of our journey! medium.com/edge-analytics…

In our latest article, @ren_gibbons shares how he leveraged the Edge process of rapid iteration and early prototypes to successfully build an #IMU based #wheelie prediction #ML model in <3 days. Get ready for a thrilling ride! 🚴‍♂️ #DataScience #AI medium.com/edge-analytics…

Excited to share our #MLOps blog series! 💻🔬 Learn how investing in MLOps infrastructure accelerates insights extraction, optimizes iteration time & increases trust in models. medium.com/edge-analytics… #DataScience #MachineLearning

In the first blog of our #MLOps series, we'll be focusing on data storage. 💾🔍 Learn how we store raw data for model training and evaluation in an Amazon Web Services #S3 bucket and access it using the #Boto3 SDK in #Python. #DataScience #MachineLearning #AI medium.com/edge-analytics…

In the latest blog in our #MLOps series, we dive into the importance of cleaning, standardizing, and appropriately formatting raw data for #ML. We discuss how building flexible, robust, and scalable #data processing pipelines can be a game-changer! #AI medium.com/edge-analytics…

In part 3 of our #MLOps series, we discuss a few of the tools we like to use for model development. Follow along as we design and train a CNN w/ #TensorFlow, optimize hyperparameters w/ #KerasTuner, and set up a remote training session with #Ray. #ML #AI medium.com/edge-analytics…

We built a serverless, event-driven app for handwritten notes summarization using Amazon Web Services #Lambda, #S3, #Textract, and OpenAI #GPT4. Check out the #tutorial and follow along to build your own app! medium.com/edge-analytics…

When running thousands of #ML trials, organization can get messy. That's why model tracking is essential for making high-value insights quickly. In our latest blog, we share how we integrate our #MLOps pipeline with for model tracking. medium.com/edge-analytics…