ET. My way
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Presentation from my talk at London Tester Gathering (https://www.meetup.com/agiletesting/events/234171353/)
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Exploratory Testing is something that is often misunderstood. It is actually an approach to testing that emphasizes testers ability to explore an unknown object or space through concurrent test design and test execution. While this may not say much to some of you, it is though something that all of us do when we are testing.
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For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
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ET. My way
- 2. WHAT IS EXPLORATORYTESTING? Exploratory Testing is a style of testing in which you explore the software while simultaneously designing and executing tests, using feedback from the last test to inform the next - Elisabeth Hendrickson http://testobsessed.com/2006/04/rigorous-exploratory-testing/ @sharathb http://testtotester.blogspot.co.uk
- 3. LEARNING HEURISTICS TOURING HEURISTIC - by michaeldkelly • Feature tour • Complexity tour • Claims tour • Configuration tour • User tour • Testability tour • Scenario tour • Variability tour • Interoperability tour • Data tour • Structure tour • Feature tour: Move through the application and get familiar with all the controls and features you come across. • Complexity tour: Find the five most complex things about the application. • Claims tour: Find all the information in the product that tells you what the product does. @sharathb http://testtotester.blogspot.co.uk
- 4. LEARNING HEURISTICS TOURING HEURISTIC - by michaeldkelly • Feature tour • Complexity tour • Claims tour • Configuration tour • User tour • Testability tour • Scenario tour • Variability tour • Interoperability tour • Data tour • Structure tour • Configuration tour:Attempt to find all the ways you can change settings in the product in a way that the application retains those settings. • User tour: Imagine five users for the product and the information they would want from the product or the major features they would be interested in. • Testability tour: Find all the features you can use as testability features and/or identify tools you have available that you can use to help in your testing. • Scenario tour: Imagine five realistic scenarios for how the users identified in the user tour would use this product. @sharathb http://testtotester.blogspot.co.uk
- 5. LEARNING HEURISTICS TOURING HEURISTIC - by michaeldkelly • Feature tour • Complexity tour • Claims tour • Configuration tour • User tour • Testability tour • Scenario tour • Variability tour • Interoperability tour • Data tour • Structure tour • Variability tour: Look for things you can change in the application - and then you try to change them. • Interoperability tour:What does this application interact with? • Data tour: Identify the major data elements of the application. • Structure tour: Find everything you can about what comprises the physical product (code, interfaces, hardware, files, etc...). @sharathb http://testtotester.blogspot.co.uk
- 6. LEARNING HEURISTICS TOURING HEURISTIC - by michaeldkelly (customised) @sharathb http://testtotester.blogspot.co.uk
- 7. TESTING… in most places is limited to… SUT intended inputs intended outputs @sharathb http://testtotester.blogspot.co.uk
- 8. EXPANDED BLACK BOXTESTING MODEL by Douglas Hoffman @sharathb
- 9. DESIGN HEURISTICS develop your own… @sharathb http://testtotester.blogspot.co.uk
- 10. EXECUTION SBTM • develop specific charters, • time-box an uninterrupted work session, • create a reviewable result, and • review/debrief the session afterwards. @sharathb http://testtotester.blogspot.co.uk
- 11. EXECUTION for analysis, interpretations (develop your own) @sharathb http://testtotester.blogspot.co.uk
- 12. EXECUTION for analysis, interpretations (develop your own) @sharathb http://testtotester.blogspot.co.uk
- 13. EXECUTION for analysis, interpretations (develop your own) @sharathb