Edge Analytics
@_EdgeAnalytics
We specialize in solving hard problems with undefined solutions at the intersection of bits and atoms. #edgecomputing #machinelearning #datascience
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Here @_EdgeAnalytics, we specialize in data science, machine learning, and algorithm development both on the edge and in the cloud. We provide end-to-end support throughout a product’s lifecycle, from quick exploratory prototypes to production-level AI/ML algorithms. 1/4
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 @weights_biases for model tracking. medium.com/edge-analytics…
We built a serverless, event-driven app for handwritten notes summarization using @awscloud #Lambda, #S3, #Textract, and @OpenAI #GPT4. Check out the #tutorial and follow along to build your own app! 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…
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 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 @awscloud #S3 bucket and access it using the #Boto3 SDK in #Python. #DataScience #MachineLearning #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 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…
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…
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2022 Reflections
Edge Analytics EOY Newsletter
Did you know that you can use @huggingface models in popular #ML frameworks #PyTorch, #TensorFlow, and #JAX? Edge team member @_CarmenLai gives a tutorial on using transformer models from Hugging Face in these three popular ML frameworks. #datascience youtube.com/watch?v=-T_8n9…
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