Super Agent
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The document discusses a proposed NLP application called "SuperAgent" that would aggregate job postings from various sources and examine them to determine their likelihood of success for a job seeker. It would help job seekers find suitable positions more efficiently by doing the initial filtering work. The goal is to improve job seekers' opportunities and chances of gaining work. Requirements include the ability to easily search and understand thousands of postings. Techniques mentioned include frequency analysis, filtering, clustering analysis, and fast retrieval. Next steps include finding investors, developing scraping capabilities, and refining the techniques.
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An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
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.
JavaLand 2024: Application Development Green Masterplan
My presentation slides I used at JavaLand 2024
Salesforce Integration for Bonterra Impact Management (fka Social Solutions A...
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on integration of Salesforce with Bonterra Impact Management.
Interested in deploying an integration with Salesforce for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
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Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
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Choosing The Best AWS Service For Your Website + API.pptx
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
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Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
Best 20 SEO Techniques To Improve Website Visibility In SERP
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Super Agent
- 1. Helping the Jobseeker via NLP Alex Beston (Bsc) deltaTraffic Promotions
- 3. It is a NLP (Natural Language Processing) application
- 4. Examines Job adverts for likelihood of success (Bayesian), stats of real data to autorank ads.
- 6. Still at the “indeed” stage, but soon to go into new terriority
- 8. Create working product. Full AI impossible but some soft AI techniques, all together, can produce “interesting” product.
- 10. Wish to find a good employer not necessarily one that just pays the bills
- 12. As is used by many different types of job seeker, should be readily understood by an English reader of all sorts of background, easy to use by all sorts of people
- 14. Needs to be able to search for a job therefore a search facility is required. Emphasis on erroneous input – “did you mean” / spelling offerings; avoid the “blank screen” - ways of stimulating thought with suggestions
- 16. Compare quality and price with those of the competition
- 20. Filtering techniques similar to spam filters, eg Bayes
- 22. Clustering analysis k means.
- 23. Fast retrieval – quadratic hashtable probing for collisions.
- 25. Similar cost model to Reed – apply to SuperAgent, sell job applications to agent holding the contact to the employer seeking work; reed works as a model therefore mimicking this may give chance of funding the project
- 27. Find some people to do basics – scraping job results
- 28. Costings
- 29. Get people involved, brainstorming etc
- 30. Find more techniques, remove inappropirate ones.