Effective Internet Searching.ppt
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This document discusses four strategies for effective internet searching: keyword searching, Boolean searching, question searching, and advanced searching. Boolean searching uses operators like AND, OR, and NOT to combine search terms in ways that broaden (OR) or narrow (AND, NOT) results. Advanced search features on search engines allow narrowing searches by selecting specific fields or limitations.
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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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Effective Internet Searching.ppt
- 2. Four Search Strategies • Keyword Searching • Boolean • Question • Advanced
- 3. Keyword Searching • Enter terms to search • Use quotation marks to search as a phrase and keep the words linked together • Common words are ignored (that, to, which, a, the, …) • + and – can be used to include or exclude a word
- 4. Boolean Searching - AND • Enter words connect with AND - it will include sites where both words are found • Uses: joining different topics (ie. “global warming” AND California president Washington
- 5. Boolean Searching - OR • Enter words connect with OR - requires at least one of the terms is found • Uses: join similar or synonymous topics (ie. “global warming” OR “greenhouse effect”) dogs cats
- 6. Boolean Searching - NOT • Enter words connect with NOT – searches for the first term and excludes sites that have the second term • Uses: join similar or synonymous topics (ie. Washington NOT school) Washington school
- 7. Boolean – (Nesting) and Near • In a string of searching, terms placed in parentheses are searched first • Parentheses must be used to group items if there is another Boolean operator being used • NEAR may be used to require words to be found within 16 words of each other in the pages returned
- 8. Question Searching • A question may be entered in the search field of a search engine. • Ask Jeeves is a search engine that encourages the use of question searching
- 9. Advanced Searching • Advanced search features are offered on many engines by going to an “Advanced Search” page and making selections • This is effective in narrowing search returns to a specific topic or phrase Google Advanced Search
- 10. Getting’ it – Do you? • Which Boolean search term broadens a search? • Which Boolean search term narrows a search? • What built-in tool in most search engines is helpful in narrowing a search?