Lab Notes: Time Series Anomaly Detection with Azure
Microsoft Azure’s Anomaly Detector provides out of the box machine learning solutions for time series data. Let’s see how it performs!
All posts in Labs
Lab Notes: MediaPipe with Python for Gesture Recognition
We explore a variety of gesture recognition approaches with MediaPipe and Python to develop a multimodal interface, which provides a more flexible experience.
Labs Notes: Exploring GraphQL for Web APIs – Introduction and Thoughts
An introduction to building robust APIs using GraphQL — an open-source data query language and runtime for building scalable Web APIs.
Lab Notes: MediaPipe on Android for Gesture Recognition – Setting Up on Windows and Linux
This series details how to set up a framework for live machine learning and computer vision on Windows and Linux devices via MediaPipe.
Lab Notes: An Introduction to Android Jetpack Compose
Android Jetpack Compose is a game-changing fundamental rethink of UI development. Learn to write composable functions in Kotlin to generate UI components.
Lab Notes: TensorFlow for Time Series Prediction, Part 3 – LSTMs & Multi-Step Forecasts
In part 3 of our simple single-layer neural network TensorFlow series, we attempt to use Recurrent Neural Networks (RNNs) and Long Short-Term Memory Networks (LSTMs) for learning and predicting sequences in a time series.
Lab Notes: Looking at NestJS for Web Apps – Overview, Performance, Thoughts
NestJS is an open-source and scalable framework for building server-side web apps. We’ll discuss NestJS performance, overview, thoughts, and pitfalls.
Lab Notes: TensorFlow for Time Series Prediction, Part 2 – Working with Time Series
In part II of our machine learning Series we explore the use of neural networks with a more specific dataset, imagining our dataset as a time series.
Lab Notes: TensorFlow for Time Series Prediction, Part 1 – Hello World
In part 1 of this series we’ll explore the fundamentals of machine learning and step through how a developer can implement AI, neural networks, and more into their projects.