Joys of data 2016
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The document discusses how network operators are declining in relevance for subscribers as people derive more value from data-driven companies. It suggests network operators need to transform how they use data to provide customers with personalized services and a better experience. This will help network operators regain relevance and align their expenditures and revenues. The document promotes contacting them to help network operators provide "the joys of data" to subscribers.
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BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
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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 .
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* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
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#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
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Overview
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Key Topics Covered
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- 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
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6. Viewing Kafka Messages in the Data Lake
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7. What is Prometheus?
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10. Configuring Camel K Integrations for Data Pipelines
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11. What is a Jupyter Notebook?
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12. Jupyter Notebooks with Code Examples
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Driving Business Innovation: Latest Generative AI Advancements & Success Story
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
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Joys of data 2016
- 1. PROVIDING THE JOYS OF DATA 2016
- 2. The Challenge…. Subscribers are doing MORE on the Network Operator Infrastructure but Subscribers are perceiving less value from the Network Operator.
- 3. Shift in customer perception Declining relevance Increasing relevance Why is this happening?
- 4. The world we live in…Is filled with people…
- 5. People have relatively the same needs…
- 6. People have relatively the same lifecycle…
- 7. At different stages of life, people have different needs… Dependent Co-Dependent / Independent Independent Alone
- 8. Augmentation of Physical Abilities…
- 10. Vacuuming up the Digital Footprints
- 11. Joys of Data Data has intrinsic value This information has quantifiable value
- 12. Silicon Valley Brands gaining Increasing relevance and the local/regional Telco’s are NOT!
- 13. Silicon Valley Brands gaining Declining relevance Increasing relevance Gains are seen by those providing the joys of data
- 14. What else are the Telco’s missing? All these lead to mis-aligned expenditure & revenue loss Network Resource Utilisation Customer Experience Business Configuration Towersover/underutilised Trafficsaturationoncertainlinks Timebasedtrafficpeaks Profiling PersonalisedServices Revenuelossfrommis-configuration Mis-allocationofprotocolsbytunneling MonitorandprioritiseOTT’s
- 15. The Solution….
- 16. Telco’s need to transform Data to Actions Increasing relevance Provide customers with the joys of Data.
- 17. We can help you do that…. Contact us on joysofdata@aattech.net
Editor's Notes
- Local / Regional brands are being perceived as providing less relevance to customers.
- People today are augmenting their physical abilities with virtual abilities.
- Just like in the physical world you leave footprints/fingerprints on everything you physically touch; in the virtual world it is the same.
- Wiping up the digital footprints; allows these internet companies to create quite accurate profiles for these people. This inherently becomes a feedback loop; with the profiles being used to provide relevant content to the people; hence gaining relevance to them.
- What these brands are giving people are the joys of data ie. More benefits based on their demographic; more relevant content based on their previous digital footprints ie.
- Local / Regional brands are being perceived as providing less relevance to customers.
- Local / Regional brands are being perceived as providing less relevance to customers.
- Local / Regional brands are being perceived as providing less relevance to customers.
- Local / Regional brands are being perceived as providing less relevance to customers.
- Local / Regional brands are being perceived as providing less relevance to customers.