In December, Malaika Cheney-Coker, Learning and Influencing Advisor for the CARE Water Team presented findings from the GWI East Africa Women’s Experiences Snapshot study. Watch the video here: http://www.womenforwater.com/news/webinar-recap
Dr. Helen Pankhurst's presentation - Addis Ababa, April 2013
In community management of water services, four elements of good governance - participation, inclusion, accountability and transparency - are pivotal to the success or failure in the short run and are even more critical for long-term sustainability. To explore the relationship between functionality and sustainability, CARE USA developed a functionality, governance and finance snapshot tool for community-managed water systems. This paper shares the findings of the tool as to the Global Water Initiative (GWI) in East Africa in 2012.
http://water.care2share.wikispaces.net/file/view/GWI_GovernanceSustainability_4page%20GWI%20branded.pdf
Women's experiences are not homogeneous and yet water+ programs often report benefits to them as a whole, for example in terms of reduced burden, increased dignity, and livelihood and empowering opportunities. To better understand the real impact of water+ services on particular categories of women and how the demographics of the beneficiaries might affect the outcomes of a program, the Global Water Initiative (GWI) East Africa, led by CARE, administered a women's experience snapshot questionnaire. The aim of the study is to promote further discussion and analysis of the two-way impact of women's heterogeneity on their experiences and the effectiveness of water+ services.
http://water.care2share.wikispaces.net/file/view/GWI_WomensExperiences_4page%20GWI%20branded.pdf
Este documento presenta un taller de ética y valores sobre un caso en el que unos estudiantes no prestaban atención en clase y distraían al profesor. El taller incluye preguntas para analizar el caso desde la perspectiva de los valores, identificar valores y anti-valores, y reflexionar sobre el comportamiento ético propio.
Este documento describe el Programa de Agua y Saneamiento (WASH) de CARE Perú. El WASH trabaja para mejorar el acceso al agua potable y el saneamiento en áreas rurales y urbanas de Perú. Entre 2009-2012, el gobierno peruano invirtió más de $6.6 mil millones de soles en proyectos de saneamiento rural y urbano. El programa también articula esfuerzos a nivel comunal, regional y nacional para mejorar las políticas, normas y capacidades relacionadas con el agua y el saneamiento.
Este documento resume la intervención del Proyecto de Promoción de los Servicios de Agua y Saneamiento Rural (PROPILAS) en 5 fases desde 1999 hasta 2010. La primera fase validó modelos de gestión comunal y municipal de Agua y Saneamiento (A&S). La segunda fortaleció la gestión eficiente de servicios de A&S a nivel local y provincial. La tercera apoyó el proceso de descentralización y gestión concertada de gobiernos regionales y locales. La cuarta replicó el modelo integral SABA, CRD y CDR. La qu
Este documento presenta el plan de estudios para un curso de Investigación de Mercados Internacionales. Cubre temas como la internacionalización de empresas, marketing internacional, investigación de mercados internacionales y cómo realizar un perfil de mercado. El curso utiliza métodos como conferencias, seminarios, prácticas y visitas a empresas. Los estudiantes serán evaluados a través de exámenes parciales, participación en clase, proyectos y un trabajo final.
Migracion de jovenes a los estados unidos (1)Mago Dominguez
La migración ocurre cuando un grupo social se traslada de su lugar de origen a otro para mejorar su calidad de vida. En México, las causas principales de la migración a Estados Unidos son de tipo económico, como las crisis recurrentes y la falta de oportunidades laborales. Esto tiene consecuencias tanto positivas como negativas para ambos países.
3D Druck - Potential für eine Dritte industrielle RevolutionHanselmann Jochen
Bereits Ende der 80er Jahre wurden die Grundlagen für das Drucken von dreidimensionalen Objekten entwickelt. Im industriellen und hochprofessionellen Bereich ist 3D-Druck längst etabliert, z.B. für seriennahe Prototypen oder individualisierte Produkte wie Prothesen oder Zahnkronen aus Titan. Der Vortrag beleuchtet die Entwicklung von 3D-Druck, heutige Anwendungsfelder und sein Potenzial für eine «dritte industrielle Revolution». Vortrag an der EB Zürich, 16. April 2013.
32 Ways a Digital Marketing Consultant Can Help Grow Your BusinessBarry Feldman
How can a digital marketing consultant help your business? In this resource we'll count the ways. 24 additional marketing resources are bundled for free.
Dr. Helen Pankhurst's presentation - Addis Ababa, April 2013
In community management of water services, four elements of good governance - participation, inclusion, accountability and transparency - are pivotal to the success or failure in the short run and are even more critical for long-term sustainability. To explore the relationship between functionality and sustainability, CARE USA developed a functionality, governance and finance snapshot tool for community-managed water systems. This paper shares the findings of the tool as to the Global Water Initiative (GWI) in East Africa in 2012.
http://water.care2share.wikispaces.net/file/view/GWI_GovernanceSustainability_4page%20GWI%20branded.pdf
Women's experiences are not homogeneous and yet water+ programs often report benefits to them as a whole, for example in terms of reduced burden, increased dignity, and livelihood and empowering opportunities. To better understand the real impact of water+ services on particular categories of women and how the demographics of the beneficiaries might affect the outcomes of a program, the Global Water Initiative (GWI) East Africa, led by CARE, administered a women's experience snapshot questionnaire. The aim of the study is to promote further discussion and analysis of the two-way impact of women's heterogeneity on their experiences and the effectiveness of water+ services.
http://water.care2share.wikispaces.net/file/view/GWI_WomensExperiences_4page%20GWI%20branded.pdf
Este documento presenta un taller de ética y valores sobre un caso en el que unos estudiantes no prestaban atención en clase y distraían al profesor. El taller incluye preguntas para analizar el caso desde la perspectiva de los valores, identificar valores y anti-valores, y reflexionar sobre el comportamiento ético propio.
Este documento describe el Programa de Agua y Saneamiento (WASH) de CARE Perú. El WASH trabaja para mejorar el acceso al agua potable y el saneamiento en áreas rurales y urbanas de Perú. Entre 2009-2012, el gobierno peruano invirtió más de $6.6 mil millones de soles en proyectos de saneamiento rural y urbano. El programa también articula esfuerzos a nivel comunal, regional y nacional para mejorar las políticas, normas y capacidades relacionadas con el agua y el saneamiento.
Este documento resume la intervención del Proyecto de Promoción de los Servicios de Agua y Saneamiento Rural (PROPILAS) en 5 fases desde 1999 hasta 2010. La primera fase validó modelos de gestión comunal y municipal de Agua y Saneamiento (A&S). La segunda fortaleció la gestión eficiente de servicios de A&S a nivel local y provincial. La tercera apoyó el proceso de descentralización y gestión concertada de gobiernos regionales y locales. La cuarta replicó el modelo integral SABA, CRD y CDR. La qu
Este documento presenta el plan de estudios para un curso de Investigación de Mercados Internacionales. Cubre temas como la internacionalización de empresas, marketing internacional, investigación de mercados internacionales y cómo realizar un perfil de mercado. El curso utiliza métodos como conferencias, seminarios, prácticas y visitas a empresas. Los estudiantes serán evaluados a través de exámenes parciales, participación en clase, proyectos y un trabajo final.
Migracion de jovenes a los estados unidos (1)Mago Dominguez
La migración ocurre cuando un grupo social se traslada de su lugar de origen a otro para mejorar su calidad de vida. En México, las causas principales de la migración a Estados Unidos son de tipo económico, como las crisis recurrentes y la falta de oportunidades laborales. Esto tiene consecuencias tanto positivas como negativas para ambos países.
3D Druck - Potential für eine Dritte industrielle RevolutionHanselmann Jochen
Bereits Ende der 80er Jahre wurden die Grundlagen für das Drucken von dreidimensionalen Objekten entwickelt. Im industriellen und hochprofessionellen Bereich ist 3D-Druck längst etabliert, z.B. für seriennahe Prototypen oder individualisierte Produkte wie Prothesen oder Zahnkronen aus Titan. Der Vortrag beleuchtet die Entwicklung von 3D-Druck, heutige Anwendungsfelder und sein Potenzial für eine «dritte industrielle Revolution». Vortrag an der EB Zürich, 16. April 2013.
32 Ways a Digital Marketing Consultant Can Help Grow Your BusinessBarry Feldman
How can a digital marketing consultant help your business? In this resource we'll count the ways. 24 additional marketing resources are bundled for free.
Trusted Execution Environment for Decentralized Process MiningLucaBarbaro3
Presentation of the paper "Trusted Execution Environment for Decentralized Process Mining" given during the CAiSE 2024 Conference in Cyprus on June 7, 2024.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
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.
Letter and Document Automation for Bonterra Impact Management (fka Social Sol...Jeffrey Haguewood
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 automated letter generation for Bonterra Impact Management using Google Workspace or Microsoft 365.
Interested in deploying letter generation automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
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!
Digital Marketing Trends in 2024 | Guide for Staying AheadWask
https://www.wask.co/ebooks/digital-marketing-trends-in-2024
Feeling lost in the digital marketing whirlwind of 2024? Technology is changing, consumer habits are evolving, and staying ahead of the curve feels like a never-ending pursuit. This e-book is your compass. Dive into actionable insights to handle the complexities of modern marketing. From hyper-personalization to the power of user-generated content, learn how to build long-term relationships with your audience and unlock the secrets to success in the ever-shifting digital landscape.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
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!
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Tatiana Kojar
Skybuffer AI, built on the robust SAP Business Technology Platform (SAP BTP), is the latest and most advanced version of our AI development, reaffirming our commitment to delivering top-tier AI solutions. Skybuffer AI harnesses all the innovative capabilities of the SAP BTP in the AI domain, from Conversational AI to cutting-edge Generative AI and Retrieval-Augmented Generation (RAG). It also helps SAP customers safeguard their investments into SAP Conversational AI and ensure a seamless, one-click transition to SAP Business AI.
With Skybuffer AI, various AI models can be integrated into a single communication channel such as Microsoft Teams. This integration empowers business users with insights drawn from SAP backend systems, enterprise documents, and the expansive knowledge of Generative AI. And the best part of it is that it is all managed through our intuitive no-code Action Server interface, requiring no extensive coding knowledge and making the advanced AI accessible to more users.
Skybuffer SAM4U tool for SAP license adoptionTatiana Kojar
Manage and optimize your license adoption and consumption with SAM4U, an SAP free customer software asset management tool.
SAM4U, an SAP complimentary software asset management tool for customers, delivers a detailed and well-structured overview of license inventory and usage with a user-friendly interface. We offer a hosted, cost-effective, and performance-optimized SAM4U setup in the Skybuffer Cloud environment. You retain ownership of the system and data, while we manage the ABAP 7.58 infrastructure, ensuring fixed Total Cost of Ownership (TCO) and exceptional services through the SAP Fiori interface.
2024 State of Marketing Report – by HubspotMarius Sescu
https://www.hubspot.com/state-of-marketing
· Scaling relationships and proving ROI
· Social media is the place for search, sales, and service
· Authentic influencer partnerships fuel brand growth
· The strongest connections happen via call, click, chat, and camera.
· Time saved with AI leads to more creative work
· Seeking: A single source of truth
· TLDR; Get on social, try AI, and align your systems.
· More human marketing, powered by robots
ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!
Trusted Execution Environment for Decentralized Process MiningLucaBarbaro3
Presentation of the paper "Trusted Execution Environment for Decentralized Process Mining" given during the CAiSE 2024 Conference in Cyprus on June 7, 2024.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
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.
Letter and Document Automation for Bonterra Impact Management (fka Social Sol...Jeffrey Haguewood
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 automated letter generation for Bonterra Impact Management using Google Workspace or Microsoft 365.
Interested in deploying letter generation automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
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!
Digital Marketing Trends in 2024 | Guide for Staying AheadWask
https://www.wask.co/ebooks/digital-marketing-trends-in-2024
Feeling lost in the digital marketing whirlwind of 2024? Technology is changing, consumer habits are evolving, and staying ahead of the curve feels like a never-ending pursuit. This e-book is your compass. Dive into actionable insights to handle the complexities of modern marketing. From hyper-personalization to the power of user-generated content, learn how to build long-term relationships with your audience and unlock the secrets to success in the ever-shifting digital landscape.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
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!
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Tatiana Kojar
Skybuffer AI, built on the robust SAP Business Technology Platform (SAP BTP), is the latest and most advanced version of our AI development, reaffirming our commitment to delivering top-tier AI solutions. Skybuffer AI harnesses all the innovative capabilities of the SAP BTP in the AI domain, from Conversational AI to cutting-edge Generative AI and Retrieval-Augmented Generation (RAG). It also helps SAP customers safeguard their investments into SAP Conversational AI and ensure a seamless, one-click transition to SAP Business AI.
With Skybuffer AI, various AI models can be integrated into a single communication channel such as Microsoft Teams. This integration empowers business users with insights drawn from SAP backend systems, enterprise documents, and the expansive knowledge of Generative AI. And the best part of it is that it is all managed through our intuitive no-code Action Server interface, requiring no extensive coding knowledge and making the advanced AI accessible to more users.
Skybuffer SAM4U tool for SAP license adoptionTatiana Kojar
Manage and optimize your license adoption and consumption with SAM4U, an SAP free customer software asset management tool.
SAM4U, an SAP complimentary software asset management tool for customers, delivers a detailed and well-structured overview of license inventory and usage with a user-friendly interface. We offer a hosted, cost-effective, and performance-optimized SAM4U setup in the Skybuffer Cloud environment. You retain ownership of the system and data, while we manage the ABAP 7.58 infrastructure, ensuring fixed Total Cost of Ownership (TCO) and exceptional services through the SAP Fiori interface.
2024 State of Marketing Report – by HubspotMarius Sescu
https://www.hubspot.com/state-of-marketing
· Scaling relationships and proving ROI
· Social media is the place for search, sales, and service
· Authentic influencer partnerships fuel brand growth
· The strongest connections happen via call, click, chat, and camera.
· Time saved with AI leads to more creative work
· Seeking: A single source of truth
· TLDR; Get on social, try AI, and align your systems.
· More human marketing, powered by robots
ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
The realm of product design is a constantly changing environment where technology and style intersect. Every year introduces fresh challenges and exciting trends that mold the future of this captivating art form. In this piece, we delve into the significant trends set to influence the look and functionality of product design in the year 2024.
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
Mental health has been in the news quite a bit lately. Dozens of U.S. states are currently suing Meta for contributing to the youth mental health crisis by inserting addictive features into their products, while the U.S. Surgeon General is touring the nation to bring awareness to the growing epidemic of loneliness and isolation. The country has endured periods of low national morale, such as in the 1970s when high inflation and the energy crisis worsened public sentiment following the Vietnam War. The current mood, however, feels different. Gallup recently reported that national mental health is at an all-time low, with few bright spots to lift spirits.
To better understand how Americans are feeling and their attitudes towards mental health in general, ThinkNow conducted a nationally representative quantitative survey of 1,500 respondents and found some interesting differences among ethnic, age and gender groups.
Technology
For example, 52% agree that technology and social media have a negative impact on mental health, but when broken out by race, 61% of Whites felt technology had a negative effect, and only 48% of Hispanics thought it did.
While technology has helped us keep in touch with friends and family in faraway places, it appears to have degraded our ability to connect in person. Staying connected online is a double-edged sword since the same news feed that brings us pictures of the grandkids and fluffy kittens also feeds us news about the wars in Israel and Ukraine, the dysfunction in Washington, the latest mass shooting and the climate crisis.
Hispanics may have a built-in defense against the isolation technology breeds, owing to their large, multigenerational households, strong social support systems, and tendency to use social media to stay connected with relatives abroad.
Age and Gender
When asked how individuals rate their mental health, men rate it higher than women by 11 percentage points, and Baby Boomers rank it highest at 83%, saying it’s good or excellent vs. 57% of Gen Z saying the same.
Gen Z spends the most amount of time on social media, so the notion that social media negatively affects mental health appears to be correlated. Unfortunately, Gen Z is also the generation that’s least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state they’re comfortable discussing their issues with a professional compared to 60% of Millennials and 65% of Boomers.
Race Affects Attitudes
As seen in previous research conducted by ThinkNow, Asian Americans lag other groups when it comes to awareness of mental health issues. Twenty-four percent of Asian Americans believe that having a mental health issue is a sign of weakness compared to the 16% average for all groups. Asians are also considerably less likely to be aware of mental health services in their communities (42% vs. 55%) and most likely to seek out information on social media (51% vs. 35%).
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
Creative operations teams expect increased AI use in 2024. Currently, over half of tasks are not AI-enabled, but this is expected to decrease in the coming year. ChatGPT is the most popular AI tool currently. Business leaders are more actively exploring AI benefits than individual contributors. Most respondents do not believe AI will impact workforce size in 2024. However, some inhibitions still exist around AI accuracy and lack of understanding. Creatives primarily want to use AI to save time on mundane tasks and boost productivity.
Organizational culture includes values, norms, systems, symbols, language, assumptions, beliefs, and habits that influence employee behaviors and how people interpret those behaviors. It is important because culture can help or hinder a company's success. Some key aspects of Netflix's culture that help it achieve results include hiring smartly so every position has stars, focusing on attitude over just aptitude, and having a strict policy against peacocks, whiners, and jerks.
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
PepsiCo provided a safe harbor statement noting that any forward-looking statements are based on currently available information and are subject to risks and uncertainties. It also provided information on non-GAAP measures and directing readers to its website for disclosure and reconciliation. The document then discussed PepsiCo's business overview, including that it is a global beverage and convenient food company with iconic brands, $91 billion in net revenue in 2023, and nearly $14 billion in core operating profit. It operates through a divisional structure with a focus on local consumers.
Content Methodology: A Best Practices Report (Webinar)contently
This document provides an overview of content methodology best practices. It defines content methodology as establishing objectives, KPIs, and a culture of continuous learning and iteration. An effective methodology focuses on connecting with audiences, creating optimal content, and optimizing processes. It also discusses why a methodology is needed due to the competitive landscape, proliferation of channels, and opportunities for improvement. Components of an effective methodology include defining objectives and KPIs, audience analysis, identifying opportunities, and evaluating resources. The document concludes with recommendations around creating a content plan, testing and optimizing content over 90 days.
How to Prepare For a Successful Job Search for 2024Albert Qian
The document provides guidance on preparing a job search for 2024. It discusses the state of the job market, focusing on growth in AI and healthcare but also continued layoffs. It recommends figuring out what you want to do by researching interests and skills, then conducting informational interviews. The job search should involve building a personal brand on LinkedIn, actively applying to jobs, tailoring resumes and interviews, maintaining job hunting as a habit, and continuing self-improvement. Once hired, the document advises setting new goals and keeping skills and networking active in case of future opportunities.
A report by thenetworkone and Kurio.
The contributing experts and agencies are (in an alphabetical order): Sylwia Rytel, Social Media Supervisor, 180heartbeats + JUNG v MATT (PL), Sharlene Jenner, Vice President - Director of Engagement Strategy, Abelson Taylor (USA), Alex Casanovas, Digital Director, Atrevia (ES), Dora Beilin, Senior Social Strategist, Barrett Hoffher (USA), Min Seo, Campaign Director, Brand New Agency (KR), Deshé M. Gully, Associate Strategist, Day One Agency (USA), Francesca Trevisan, Strategist, Different (IT), Trevor Crossman, CX and Digital Transformation Director; Olivia Hussey, Strategic Planner; Simi Srinarula, Social Media Manager, The Hallway (AUS), James Hebbert, Managing Director, Hylink (CN / UK), Mundy Álvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, CCO, Inbrax (CH), Oana Oprea, Head of Digital Planning, Jam Session Agency (RO), Amy Bottrill, Social Account Director, Launch (UK), Gaby Arriaga, Founder, Leonardo1452 (MX), Shantesh S Row, Creative Director, Liwa (UAE), Rajesh Mehta, Chief Strategy Officer; Dhruv Gaur, Digital Planning Lead; Leonie Mergulhao, Account Supervisor - Social Media & PR, Medulla (IN), Aurelija Plioplytė, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Söhnchen, Vice President Digital, PIABO Communications (DE), Elisabeth Winiartati, Managing Consultant, Head of Global Integrated Communications; Lydia Aprina, Account Manager, Integrated Marketing and Communications; Nita Prabowo, Account Manager, Integrated Marketing and Communications; Okhi, Web Developer, PNTR Group (ID), Kei Obusan, Insights Director; Daffi Ranandi, Insights Manager, Radarr (SG), Gautam Reghunath, Co-founder & CEO, Talented (IN), Donagh Humphreys, Head of Social and Digital Innovation, THINKHOUSE (IRE), Sarah Yim, Strategy Director, Zulu Alpha Kilo (CA).
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands.
It’s important that you’re ready to implement new strategies in 2024.
Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024.
You’ll learn:
- The latest trends in AI and automation, and what this means for an evolving paid search ecosystem.
- New developments in privacy and data regulation.
- Emerging ad formats that are expected to make an impact next year.
Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape.
If you’re looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.
5 Public speaking tips from TED - Visualized summarySpeakerHub
From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world.
With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively.
The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage.
Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience.
See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers
See the original article on Forbes here:
http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world.
Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance.
For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age.
Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage.
The document provides career advice for getting into the tech field, including:
- Doing projects and internships in college to build a portfolio.
- Learning about different roles and technologies through industry research.
- Contributing to open source projects to build experience and network.
- Developing a personal brand through a website and social media presence.
- Networking through events, communities, and finding a mentor.
- Practicing interviews through mock interviews and whiteboarding coding questions.
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
1. Core updates from Google periodically change how its algorithms assess and rank websites and pages. This can impact rankings through shifts in user intent, site quality issues being caught up to, world events influencing queries, and overhauls to search like the E-A-T framework.
2. There are many possible user intents beyond just transactional, navigational and informational. Identifying intent shifts is important during core updates. Sites may need to optimize for new intents through different content types and sections.
3. Responding effectively to core updates requires analyzing "before and after" data to understand changes, identifying new intents or page types, and ensuring content matches appropriate intents across video, images, knowledge graphs and more.
A brief introduction to DataScience with explaining of the concepts, algorithms, machine learning, supervised and unsupervised learning, clustering, statistics, data preprocessing, real-world applications etc.
It's part of a Data Science Corner Campaign where I will be discussing the fundamentals of DataScience, AIML, Statistics etc.
Time Management & Productivity - Best PracticesVit Horky
Here's my presentation on by proven best practices how to manage your work time effectively and how to improve your productivity. It includes practical tips and how to use tools such as Slack, Google Apps, Hubspot, Google Calendar, Gmail and others.
The six step guide to practical project managementMindGenius
The six step guide to practical project management
If you think managing projects is too difficult, think again.
We’ve stripped back project management processes to the
basics – to make it quicker and easier, without sacrificing
the vital ingredients for success.
“If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.”
Dr Andrew Makar, Tactical Project Management
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Women and Water Webinar
1. Title StyleWomen and Water
Perspectives on Empowerment
Presented by Malaika
Cheney-Coker
Women for Water
Webinar
December 5, 2012
2. Title Style
About Water+ at CARE
• In 2011 CARE helped 27 million women and men
in 50 countries develop sustainable water
management practices and improve community
hygiene and sanitation
• Water Team has developed a Theory of Change
that seeks to prioritize impact on women and girls
3. Title Style
4/30/2013 3
Our Theory of Change
Secure and
sustainable
access to
WATER+
services
Gender-
sensitive
WATER+
policies,
institutions, &
social norms
Gender-
equitable control
over WATER+
services
Poor women &
school-aged
girls improve
their lives
+ x =
Catalyst
*Sustainability &
Appropriateness of Services
Enabler
*Governance
Driver
*Women’s and Girls
Agency
Goal
4. Title Style
4/30/2013CARE (Main Title from Title Page) 4
Gender-sensitive
WASH+ health
policies,
institutions,& social
norms
Girls’ & women’s
health needs are
voiced with impact
on policy &
services
Secure and
sustainable
access to
WATER+
services
Gender-
sensitive
WATER+
policies,
institutions, &
social norms
Gender-
equitable
control over
WATER+
services
Poor women &
school-aged
girls improve
their lives
+ x =
WASH access
for household
use
Access to WASH
services including
menstrual
management in
schools
Policies, institutions,
& social norms
support gender-
sensitive school
WASH provision
Building confidence
and leadership in
schools
Policies, institutions, &
social norms support
ecologically
sustainable water
resources resilient to
climate change
Gender-equitable
control of
maintenance of
water resources
Gender-sensitive
maintenance of
water resources &
adaptations to
climate change
Access to water
for productive
uses with a focus
on women’s
livelihoods
Policies, institutions,
& social norms that
support women’s
water dependent
livelihoods
Girls’ & women’s
livelihood needs &
interests are heard
& addressed
5. Title Style
Key Question
• If women are disproportionately affected by inadequate
water and sanitation facilities to what extent do women
feel that access to clean water and sanitation
transforms their lives?
6. Title Style
The Study
• The Women’s Experience Snapshot Tool was
administered to 191 women in GWI EA WASH
intervention areas of Ethiopia (49) , Kenya (45), Tanzania
(45) and Uganda (52) in 2012.
• Primarily a quantitative feedback mechanism but
allows for additional comments
• The majority of the women were married (53 % ), 22 %
were single, 18 % widowed and 7 % divorced.
10%
29%
43%
10%
9%
Old parent/relative
living in the household
Head of
household, (e.g.…
Wife of head of
household
Other adult within the
household (over…
Young dependant of
head of household…
7. Title Style
Improved Health
• 95 % felt the project had resulted in improvements in their
health, and 92% in improvement for other members of
the household
8. Title Style
Reduced Stress
• 82% of women reported that the project had positive
impacts on them in term of reduced stress (32 % reported
significant improvements).
• Reasons included:
• Girls no longer being late for school, women being more
relaxed due to more time, more water for different needs, not
being as tired due to long journeys; being able to spend more
time on other activities for themselves and less tension with
husbands.
9. Title Style
Increased Respect/dignity
• Availability of water and household sanitation had
brought about an improvement in the dignity of
the women due to the privacy of latrines and
clean clothes – this is confirmed by 86% of the
respondents.
10. Title StyleImproved Gender Equality
• 80 % of the women interviewed felt the program had
contributed to greater gender equality (10 % no
response, 9 % no change and 2 % feedback that it had
gotten worse). Reasons include more women in key
positions on water user committees, greater
understanding of hygiene and sanitation
• Only 69 % of women, however, felt the project had
increased their sense of empowerment, (13 % didn’t
respond, 16 % said there was no change and 2 %
reported decreases).
11. Title Style
Improved Finances
• 72 % of women reported being in an improved financial
situation (15% reported no difference, 3% reported
worsening). Reasons include:
• the reduced cost of water for those who used to pay
more
• having more time for economic activities e.g. selling
products at the market/kiosk setting up a bakery
selling doughnuts, or being a hotelier
• the changes to household health resulting in fewer
costs relating to illness
12. Title StyleDifferences in Women’s Experiences
• Wives of heads of households and female heads of
households are more likely to report income generation
activity benefits; young dependents and older
parents/relatives less likely to do so.
• Wives of head’s of households were disproportionately
more likely to report increased respect/dignity, (e.g.
wives of heads of households are 5.4 times more likely
than young dependents of the head of household to
report improvement).
• Middle income women were less likely to have improved
time for socializing after intervention compared to women
in the both upper and lower income brackets.
•
13. Title Style
My Voice as a Woman
• “Through training my capacity to raise my opinion has
increased”
• “It is better than before as women now get chances to air
out their views in village meetings.”
• “Women are involved in making community decisions”
• “Women can now be elected to lead groups and
community social groups like the water management
committee and their opinions are more considered unlike
before the intervention”
• “Before GWI the man (head of household) questioned
everything in terms of development but currently they are
positive on the activities, carried out by women.”
14. Title Style
Conclusions
• WASH programming does support women’s
empowerment through increased health, dignity, gender
equality and financial security and reduced stress.
• However, women’s experiences are not
homogeneous. Programming needs to be sensitive to
and – wherever possible - take into account not just
differences in relative wealth and disabilities, but also
issues around position in and composition of households.
Editor's Notes
The issue of increased respect/dignity is one where there is some statistically relevant disaggregation of experience that emerges, as it was wives of heads of households rather than old parents or other relatives living in the house, or young dependents who were disproportionately more likely to report this benefit (and other adults in the households more likely to report improvement compared to young dependents. For example:*Wives of heads of households are 5.4 times more likely than young dependents of the head of household to report improvement in changes in respect/dignity after the intervention (1.55, 18.813).*Wives of heads of households are 4.2 times more likely than old parents/relatives living within the household to report improvement in changes in respect/dignity after the intervention (1.236, 13.96).*Other adults within the households are 10.8 times more likely than young dependents of the head of household to report improvement in changes in respect/dignity after the intervention (1.13, 102.849).
Similarly, 72 percent of women reported being in an improved financial situation thanks to the GWI initiative, see Figure X. This is further explained in terms of a combination of factors that included: i) the reduced cost of water for those who used to pay more – e.g. a halving of costs for many in Tanzania for example; ii) having more time for economic activities e.g. women reporting more time to sell products at the market/kiosk or start new businesses such as selling milk, setting up a bakery selling doughnuts, or being a hotelier; and iii) the changes to household health resulting in fewer costs relating to illness. The situation is however reported as not being any different for 15 percent of the women and 3 percent indicate that it is worse because they now pay for water and previously didn’t.
Although the data on who reported financial benefits do not generate statistically relevant differences, the issue of involvement in income generation activities (IGA) does suggest that age and position within the household are relevant. The main findings are that wives of heads of households and female heads of households were more likely to report IGA benefits and young dependents and older parents/relativesless likely to do so,. Also, women with no kids were less likely to report IGA benefits than those with older kids. Are they not likely to be single women? Usually in marital terms but might have kids and also possible, though unlikely that there is a husband who isn’t head of household somehow (e.g. younger, second husband) Note have edited the paragraph a bit in line with changes to the main document For these and the correlations that follow, it would be useful to have some conjecture about these relationships or else it’s hard to get them to stick or create meaning. My main point really is that women experience things differently and that we need to look at household position and composition if we really want to ensure that all women can benefit, rather than just assuming that they all have the same chances of uptake/benefit – it could lead to much better targeting. I have some better words to this effect in the revised document I think but not sure that this is the place to talk about this. The issue of increased respect/dignity is also one where there is some statistically relevant disaggregation of experience that emerges, as it was head’s of households rather than elderly relatives, young dependents or other adults in the household who were disproportionately more likely to report this benefit, for example, an old person/relative living in the household had an 86% less chance of improvement in terms of level of respect/dignity after intervention compared to the wife of head of household. OR=0.241; confidence interval 0.0702, 0.809. Also Young dependant has a 81% less chance of improved respect/dignity than wife of head of household. OR=0.185 (0.053, 0.645); Other adult in household has 91% less chance of improved respect/dignity than young dependent. OR=0.093 (0.01 0.882)