Posts tagged "machine-learning"

• Home Lab - Tenstorrent Buildout for Multi-Cloud Edge Demos

  2026-02-15· home-lab·Estimated reading time: 9 min read

  Building out a basement studio and mixed Tenstorrent/NVIDIA lab for reusable Azure and AWS edge demo scenarios.

• Home Lab - Keeping Costs Down

  2021-10-11· cloud-architecture·Estimated reading time: 16 min read

  Home lab cost guide focused on matching hardware to use cases, avoiding wasteful enterprise gear, and planning servers for media, storage, dev, and AI.

• PostgreSQL Historical Log by Table

  2020-06-22· ai-ml·Estimated reading time: 3 min read

  Guide to creating PostgreSQL historical logging per table by copying table structure, writing a trigger function, and logging old rows before updates.

• New Pluralsight Courses Released!

  2020-02-20· ai-ml·Estimated reading time: 2 min read

  Pluralsight course release note covering Azure data cleaning for machine learning and Xamarin.Forms architecture for reusable application code.

• New Pluralsight Course Released!

  2019-12-13· career-updates·Estimated reading time: 1 min read

  Pluralsight course announcement for Sourcing Data in Microsoft Azure, covering data types, Azure Data Catalog, Data Factory, and HDInsight.

• New Pluralsight Course Released!

  2019-12-05· ai-ml·Estimated reading time: 1 min read

  Announcement for a Pluralsight course on deploying and managing models in Microsoft Azure with Azure Machine Learning, Azure DevOps, and model lifecycle tools.

• New Pluralsight Courses

  2019-11-14· iot-edge·Estimated reading time: 2 min read

  Pluralsight course roundup covering Azure Intelligent Edge solutions and a first data science project in Microsoft Azure for developers.

• Creating .proto definitions from existing types at runtime

  2019-11-12· ai-ml·Estimated reading time: 1 min read

  Technique for generating .proto files at runtime from EF Core database-first types using reflection, System.Emit, protobuf-net, and ProtoMember attributes.

• numpy/core/_multiarray_umath.cpython-35m-arm-linux-gnueabihf.so: undefined symbol: cblas_sgemm - Raspberry Pi

  2019-07-22· ai-ml·Estimated reading time: 1 min read

  Raspberry Pi fix for NumPy cblas_sgemm errors while running TensorFlow and Custom Vision models, covering cleanup and reinstall of python3-numpy.

• MVP Renewal

  2019-07-01· ai-ml·Estimated reading time: 1 min read

  Microsoft Azure MVP renewal note covering Azure Edge, Azure ML, Scry Unlimited, AI on the Edge speaking plans, and Atlanta community events.

• Multiple TensorFlow Graphs from Cognitive Services - Custom Vision Service

  2019-07-01· ai-ml·Estimated reading time: 1 min read

  Run several exported Custom Vision Service models in one Python application by calling tf.reset_default_graph after each loaded session is saved.

• Azure IoT Edge - YOLO, Stream Analytics Service, and Blob Storage

  2019-06-03· iot-edge·Estimated reading time: 2 min read

  Architecture for Azure IoT Edge image processing with YOLO, Stream Analytics, Blob Storage, and camera modules to detect motion and save image clips.

• Upcoming Pluralsight Course - Designing an Intelligent Edge in Microsoft Azure

  2019-05-08· iot-edge·Estimated reading time: 1 min read

  Preview of a Pluralsight course on designing an intelligent edge in Microsoft Azure with Azure Stack, Data Box Edge, IoT Edge, AI, and Databricks.

• Authoring for Pluralsight - Microsoft Azure Cognitive Services: Speech to Text SDK

  2019-03-15· ai-ml·Estimated reading time: 1 min read

  Course outline for Microsoft Azure Cognitive Services Speech to Text SDK, aimed at developers building AI solutions with REST APIs, JSON, and device SDKs.

• Microsoft Azure Cognitive Services: Text to Speech API - Published!

  2019-03-13· ai-ml·Estimated reading time: 2 min read

  Pluralsight course announcement for Azure Cognitive Services Text to Speech API, covering voices, machine learning voices, and custom voices.

• Authoring for Pluralsight - Microsoft Azure Cognitive Services: Text to Speech API

  2019-01-29· ai-ml·Estimated reading time: 2 min read

  Course preview for Microsoft Azure Cognitive Services Text to Speech API, covering REST, SDKs, custom voice fonts, and JavaScript, C#, Java, C++, Python.

• Hacking Izon Cameras and using Azure IoT Edge

  2019-01-22· iot-edge·Estimated reading time: 7 min read

  Project walkthrough for repurposing Izon cameras with Azure IoT Edge, C modules, device twins, image feeds, audio feeds, and Edge Hub.

• TechBash 2018

  2018-06-18· iot-edge·Estimated reading time: 2 min read

  TechBash 2018 session preview for Azure IoT Edge and machine learning, explaining edge computing, local workloads, latency, and cost.

• Announcing - Atlanta Medical Hackathon

  2018-06-11· ai-ml·Estimated reading time: 3 min read

  Announcement for Atlanta Medical Hackathon at Georgia Tech, covering student teams, healthcare data transparency, imaging, and access challenges.

• IRIS Conference

  2018-04-02· iot-edge·Estimated reading time: 2 min read

  Speaking announcement for the IRIS symposium at UGA, with three talks on virtual reality and IoT, edge computing, and alternative device interfaces.

• CodeStock

  2018-03-26· mobile-apps·Estimated reading time: 1 min read

  I'm proud to be presenting Alternative Device Interfaces and Machine Learning at CodeStock, covering voice commands, speech recognition, and computer vision.

• DevNet Create

  2018-02-22· mobile-apps·Estimated reading time: 2 min read

  I'm proud to be presenting Alternative Device Interfaces and Machine Learning at DevNet Create, covering voice commands, speech recognition, and computer vision.

• DevNexus 2018

  2018-01-08· iot-edge·Estimated reading time: 2 min read

  I'm proud to be presenting Enable IoT with Edge Computing and Machine Learning at DevNexus 2018, covering edge computing, Azure, and machine learning.