3 B Tim Bock
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Show me the smart money – increasing the productivity of market research(ers) Achieving significant cost savings, research-led revenue replacement and growth requires wholesale changes to the way companies buy, use and conduct market research. From insight generation to decision-focussed research: better briefing, prioritisation of research, accountability of research functions. From the Outhouse to in-house: self-managed panels, omnibus, automated reporting, hiring “experts” Satisfaction and preferences to customer value: CVA and choice modelling Surveys to integrated data: operational segmentation and calibrated performance metrics.
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Achieving significant cost savings, research-led revenue replacement and growth requires wholesale changes to the way companies buy, use and conduct market research.
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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.Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
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ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
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).
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AI
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations20 Comprehensive Checklist of Designing and Developing a Website
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3 B Tim Bock
- 4. What happens if you cut 20% from a research project’s budget?
- 9. The DB "Royale" double truffle burger $120 (US)
- 14. Briefing a successful study... In writing: List the decisions to be made OR List the behaviours to be changed
- 17. National study
- 20. Same basic idea can be applied to segmentation Measure “needs” in surveys Map these needs onto data Customer records Demographics Purchases Transaction records
- 26. Shameless self-promotion Analysis and chartingwww.q-researchsoftware.comtim.bock@q-researchsoftware.com
- 28. GFC “opportunities” Sacking employees Sacking customers The new mindset Fear Introspection Bunkering Localising
- 30. VEL Valuedisadvantage Valueadvantage Price Utility (Benefit provided to customer) Value maps (CVA) and the Value Equivalence Line (VEL)
- 31. $6.95
- 32. REPORTING AND ANALYISIS Simulator
Editor's Notes
- Tendering: increases client management costs§ Myths· You are paying for fieldwork - it is a game§ Productive strategies· Stop paying for project management and time wasting· Stop paying for clerical worko Automation
- Packaging studies“Proving” success of pre-determined strategy
- More often than not, the trick is to remember that most markets move very, very slowly, and pretend last year’s results are this year’s
- Benefit: can then link to other metrics (e.g., sales)
- Tendering: increases client management costs§ Myths· You are paying for fieldwork - it is a game§ Productive strategies· Stop paying for project management and time wasting· Stop paying for clerical worko Automation
- If you have your own panel: quick and cheap answersIf you identify a number that is borderline, then you can pay to research it more comprehensively