Background Information:
Samoa
MNRE / ICCRIFS Project
P3DM History, process for Implementation
•
Generation of Open Data from P3DM
•
Issues / solutions
•
Conclusion / Recommendation
Session 2.3 Copernicus climate data storeNAP Events
The document discusses the EU Copernicus Programme and the Climate Data Store (CDS). It describes 1) the general introduction to Copernicus services, 2) the CDS which provides open access to climate data and tools, and 3) user support and training services for working with climate data and adaptation planning. The CDS aims to make climate data and information easily accessible to support global adaptation to climate change.
This document discusses the role of Climate Services Information Systems (CSIS) in supporting National Adaptation Plans (NAPs). CSIS provide climate data at various timescales from months to decades, including weather forecasts, climate models and scenarios. They are supported by global and regional climate centers that collect data from observational networks and produce climate information products. CSIS can help NAPs by providing location-specific data on extreme weather events and potential sectoral impacts, as well as establishing climate outlook forums and national frameworks for climate services. The document outlines several examples of climate indicators and indexes that CSIS produce to monitor extremes, such as drought and health impacts, as well as initiatives to strengthen CSIS support for NAPs.
The Antarctic Master Directory, sharing Antarctic (meta)data from multiple di...Anton Van de Putte
International Workshop on Sharing , Citation and Publication of Scientific Data across Disciplines.
Joint Support-Center for Data Science Research (DS) ,
Tachikawa, Tokyo, Japan
This document discusses integrating climate risk information into National Adaptation Plans (NAPs). It notes that international agreements call for strengthening scientific climate knowledge and early warning systems to inform climate services and support decision-making. When developing NAPs, climate and future scenario analysis is needed. The Green Climate Fund also aims to enhance the climate rationale of funded activities. Effective climate information systems can provide data from hours to centuries to support adaptation planning, development, disaster risk management, and future risk preparation. Downscaling is needed to access robust data at the project scale from global models. The potential of climate information services depends on relevance and communication between information producers and end-users.
Day 3 joe daron, met office, arrcc-carissa workshopICIMOD
This document outlines the objectives and activities for the CARISSA project, which aims to improve the use of climate change information in South Asia to guide adaptation decisions. The objectives for year 1 include consolidating climate projections knowledge, engaging with information providers and users, developing a pilot knowledge product, building capacity, and recommending follow-on activities. Potential activities in year 1 and beyond involve advancing climate projections, quantifying and communicating climate risks, and capacity building. The project structure involves three workstreams and potential pilot demonstration projects in year 2. Key discussion themes are regional coordination, data access, sector engagement, climate projections support, and training.
Session 2.3 Copernicus climate data storeNAP Events
The document discusses the EU Copernicus Programme and the Climate Data Store (CDS). It describes 1) the general introduction to Copernicus services, 2) the CDS which provides open access to climate data and tools, and 3) user support and training services for working with climate data and adaptation planning. The CDS aims to make climate data and information easily accessible to support global adaptation to climate change.
This document discusses the role of Climate Services Information Systems (CSIS) in supporting National Adaptation Plans (NAPs). CSIS provide climate data at various timescales from months to decades, including weather forecasts, climate models and scenarios. They are supported by global and regional climate centers that collect data from observational networks and produce climate information products. CSIS can help NAPs by providing location-specific data on extreme weather events and potential sectoral impacts, as well as establishing climate outlook forums and national frameworks for climate services. The document outlines several examples of climate indicators and indexes that CSIS produce to monitor extremes, such as drought and health impacts, as well as initiatives to strengthen CSIS support for NAPs.
The Antarctic Master Directory, sharing Antarctic (meta)data from multiple di...Anton Van de Putte
International Workshop on Sharing , Citation and Publication of Scientific Data across Disciplines.
Joint Support-Center for Data Science Research (DS) ,
Tachikawa, Tokyo, Japan
This document discusses integrating climate risk information into National Adaptation Plans (NAPs). It notes that international agreements call for strengthening scientific climate knowledge and early warning systems to inform climate services and support decision-making. When developing NAPs, climate and future scenario analysis is needed. The Green Climate Fund also aims to enhance the climate rationale of funded activities. Effective climate information systems can provide data from hours to centuries to support adaptation planning, development, disaster risk management, and future risk preparation. Downscaling is needed to access robust data at the project scale from global models. The potential of climate information services depends on relevance and communication between information producers and end-users.
Day 3 joe daron, met office, arrcc-carissa workshopICIMOD
This document outlines the objectives and activities for the CARISSA project, which aims to improve the use of climate change information in South Asia to guide adaptation decisions. The objectives for year 1 include consolidating climate projections knowledge, engaging with information providers and users, developing a pilot knowledge product, building capacity, and recommending follow-on activities. Potential activities in year 1 and beyond involve advancing climate projections, quantifying and communicating climate risks, and capacity building. The project structure involves three workstreams and potential pilot demonstration projects in year 2. Key discussion themes are regional coordination, data access, sector engagement, climate projections support, and training.
Role of higher education institutions in adaptation planningNAP Events
The document discusses the role of institutions of higher education, specifically the Malawi University of Science and Technology (MUST), in supporting Malawi's National Adaptation Plan (NAP). It outlines MUST's programs in climate and earth science fields, which provide training and research on adaptation. It also discusses plans for new degrees, centers of excellence in climate change and disaster risk management, and an information database. The document emphasizes that MUST and other higher education institutions are well-positioned to build skills and knowledge around adaptation through education, research, and outreach, in order to address Malawi's vulnerability to climate impacts and support its NAP process.
This document discusses using Participatory 3D Modeling (P3DM) to build the resilience of coastal communities in the Pacific to climate change impacts. P3DM is a participatory mapping method that creates 3D scaled physical models with local communities. It has been effectively used by Partners With Melanesians Inc. in Papua New Guinea and elsewhere in the Pacific to help communities visualize vulnerabilities, generate discussion, and make informed planning decisions around issues like sea level rise, erosion, food security and disaster preparedness. Two example projects using P3DM in the Solomon Islands and Papua New Guinea are highlighted.
Summary presentation on the case study on approaches for supporting pastorali...IIED
This is a presentation of the report 'Case study on approaches for supporting pastoralists groups facing climate change effects in Tanzania'.
Published June 2015
Further information: https://www.iied.org/climate-learning-partnership
Presented by Rajan Thapa from Clean Energy Nepal on Nepal's successful adaptation strategy at the Southern Voices workshop held in Colombo, Sri Lanka in August 2016.
This document summarizes the Integrated Drought Management Programme in Central and Eastern Europe. The program is a partnership between organizations in 10 countries and aims to 1) facilitate the incorporation of drought management into national policies and plans, 2) minimize drought impacts through preparedness, and 3) develop drought management plans. Key activities include national consultation dialogues, demonstration projects testing resilience solutions, regional cooperation including an European Drought Observatory, capacity building workshops, and knowledge sharing initiatives. The overall goal is to help the region adapt to increasing drought risks from climate change through a proactive, integrated approach.
The National Adaptation Plan Global Support Programme (NAP-GSP) is a UNDP-UNEP programme, financed by the LDCF.
The NAP-GSP is assisting Least Developed Countries (LDCs) to advance National Adaptation Plans (NAPs). NAPs will bring greater focus and coordination to country-led efforts in disaster management and disaster risk reduction, and climate change adaptation. The NAP will add to the strategic suite of other sectoral plans and policies for countries that help to guide internal development resourcing mechanisms as well as those provided by donors. The programme was launched on 14 June 2013 following its CEO approval by the GEF on 29 May 2013. As of November 2013, partner agencies to GSP include UNDP, UNEP, WHO, FAO, IFAD, UNITAR, GEF, UNFCCC, GWP, GIZ , PROVIA, and UNISDR.
The document discusses several initiatives related to climate change adaptation and biodiversity conservation in Suriname supported by the GEF Small Grants Programme (SGP). The SGP works with vulnerable communities in Suriname to implement adaptation measures to address issues like rising sea levels. It supports a training school project on Tonka Island to preserve Maroon knowledge of biodiversity. The SGP also held a regional workshop in Nicaragua to discuss implementation of its initiatives in Latin America and the Caribbean over the next four years.
A Journey Through Action for Climate Empowerment (ACE) in Ghana - Dr. Emmanue...ESD UNU-IAS
The document summarizes Ghana's efforts to promote action for climate empowerment through education and public awareness initiatives as outlined in the UNFCCC. It discusses Ghana's national policies that make climate change education a priority and the implementation of education programs from 2012-2017 at various levels. These include school programs, community outreach, integration into the national curriculum, and participation in international workshops. Challenges to implementation including limited funding and technical support are also noted.
Claire Davis: Bridging the gap: experiences of communicating climate informat...AfricaAdapt
This document discusses challenges in communicating climate information between producers and end-users in southern Africa and strategies to address them. It provides two examples of using boundary organizations or professional science communicators to bridge gaps: a group that facilitated seasonal forecasts for humanitarian groups, and a risk atlas project in South Africa that engaged stakeholders to develop climate projections and adaptation responses tailored to sectors and regions. Both cases improved climate incorporation in planning and allowed scientists to better target research based on user needs.
The document summarizes two programs: the Associate Programme on Flood Management (APFM) and the Integrated Drought Management Programme (IDMP). The APFM aims to shift approaches to flood management to be more proactive and integrated. It operates through compiling guidance, tools and training. The IDMP similarly aims to shift from reactive to proactive drought management. It works in regions like Central and Eastern Europe on developing drought monitoring policies, demonstrating management measures, and building capacity through workshops and trainings. Both programs are joint initiatives of the World Meteorological Organization and Global Water Partnership.
1) The document discusses the benefits of including decision-makers in early project planning, highlighting the AMMA-2050 project which aims to improve understanding of how climate change will impact the West African monsoon and help societies adapt.
2) The FCFA programme will produce climate science focused on Africa to ensure it impacts human development on the continent. Pilot studies in Senegal and Burkina Faso engage decision-makers to support climate-resilient agriculture and urban planning.
3) Findings from scoping studies in Accra and Maputo show the need to consider non-climatic factors and interact with decision-makers to identify suitable adaptation strategies. Understanding viewpoints, legislation, and innovation is key to
This research is spearheading the integration of Free & Open Source Software (FOSS) with Open Source Hardware (OSHW) in the field of agri-meteorology applications to disaster risk reduction, flood and droughts. A Do-It-Yourself weather station based on OSHW standards has been developed from local sources in Sri Lanka, reporting by SMS to tank/reservoir managers when rainfall is higher than 10mm/h. These weather stations are soon going to be reprogrammed to report to istSOS, a FOSS web-based Sensor-Observation-Service compliant system, which will collate live reporting of rainfall every hour and before if intensities are dimmed worrying for flood risks. This is both a scientific, technological, and practical challenge to arrive at a very low cost real time disaster risk notification system in places where climate, economy and maintenance supports are themselves other challenges.
This document discusses participatory scenario planning (PSP) as an innovative community-based adaptation model used in Kenya. PSP brings together local and scientific knowledge to assess climate risks and develop climate-resilient livelihood plans. By engaging communities, civil society groups, and the government, PSP helps vulnerable groups access and understand seasonal climate forecasts to anticipate risks and identify opportunities. The approach has been successful in building capacity, influencing national policies, and integrating climate adaptation into development plans and programs in Kenya. Key factors in its progress include collaborative advocacy, capacity building, demonstrating results, and aligning with government priorities.
Improved Governance Structures and Commitment for Disaster Risk Reduction and...Global Risk Forum GRFDavos
Improved Governance Structures and Commitment for Disaster Risk Reduction and Climate Change Adaptation through National and Sub-national Platforms Based on HFA
The Norwegian Glacier Museum has been working closely with schools for the past two decades and is known and trusted in the region as an institute that collects, creates, and disseminates knowledge on glaciers and climate. Drawing upon the museum’s schools network and strong background in public engagement, this baseline study was developed to examine teachers climate awareness, access to resources, current teaching, and opportunities for further professional support in the county. Key themes covered in the survey include if and how climate change is taught, the barriers to teaching climate change and the resources and support teachers need to better integrate climate change into the existing curriculum.
Climate change and Mountains in East Africa The Adaptation at Altitude programmeweADAPT
This presentation was given on 30-03-2022 at the East Africa Mountains Regional Dialogue Event in Dar es Salaam, Tanzania, by Essey Daniel, Sabine McCallum, and Ansgar Fellendorf.
The document discusses using a sectoral approach to vulnerability and risk assessments (VRAs) to inform National Adaptation Plan (NAP) processes. Key points include:
- A sectoral VRA approach aligns with development policies which are often sector-based, allows identification of relevant actors, and aids monitoring and evaluation.
- Lessons from sectoral VRAs include difficulties identifying vulnerabilities of specific groups and differences between local and national priorities.
- In Senegal, PAS-PNA supported sectoral VRAs in agriculture, water resources, and coastal zones through research consortia and post-docs to build national capacity. Stakeholder participation and exchange was emphasized. Challenges included coordination and data availability.
This two-day event in Vanuatu aims to strengthen coordination and innovation in priority food value chains in the Pacific to improve nutrition and food systems. Day one will include presentations on a study of key value chains in several Pacific countries, lessons from value chain training, and a launch of an online platform to connect actors. Participants will discuss constraints, opportunities, and how to operationalize the platform. Day two focuses on assessing capacity needs and pilot testing the online platform through working groups, with the goal of finalizing how to implement the platform and a training program to support value chain development in the region.
Role of higher education institutions in adaptation planningNAP Events
The document discusses the role of institutions of higher education, specifically the Malawi University of Science and Technology (MUST), in supporting Malawi's National Adaptation Plan (NAP). It outlines MUST's programs in climate and earth science fields, which provide training and research on adaptation. It also discusses plans for new degrees, centers of excellence in climate change and disaster risk management, and an information database. The document emphasizes that MUST and other higher education institutions are well-positioned to build skills and knowledge around adaptation through education, research, and outreach, in order to address Malawi's vulnerability to climate impacts and support its NAP process.
This document discusses using Participatory 3D Modeling (P3DM) to build the resilience of coastal communities in the Pacific to climate change impacts. P3DM is a participatory mapping method that creates 3D scaled physical models with local communities. It has been effectively used by Partners With Melanesians Inc. in Papua New Guinea and elsewhere in the Pacific to help communities visualize vulnerabilities, generate discussion, and make informed planning decisions around issues like sea level rise, erosion, food security and disaster preparedness. Two example projects using P3DM in the Solomon Islands and Papua New Guinea are highlighted.
Summary presentation on the case study on approaches for supporting pastorali...IIED
This is a presentation of the report 'Case study on approaches for supporting pastoralists groups facing climate change effects in Tanzania'.
Published June 2015
Further information: https://www.iied.org/climate-learning-partnership
Presented by Rajan Thapa from Clean Energy Nepal on Nepal's successful adaptation strategy at the Southern Voices workshop held in Colombo, Sri Lanka in August 2016.
This document summarizes the Integrated Drought Management Programme in Central and Eastern Europe. The program is a partnership between organizations in 10 countries and aims to 1) facilitate the incorporation of drought management into national policies and plans, 2) minimize drought impacts through preparedness, and 3) develop drought management plans. Key activities include national consultation dialogues, demonstration projects testing resilience solutions, regional cooperation including an European Drought Observatory, capacity building workshops, and knowledge sharing initiatives. The overall goal is to help the region adapt to increasing drought risks from climate change through a proactive, integrated approach.
The National Adaptation Plan Global Support Programme (NAP-GSP) is a UNDP-UNEP programme, financed by the LDCF.
The NAP-GSP is assisting Least Developed Countries (LDCs) to advance National Adaptation Plans (NAPs). NAPs will bring greater focus and coordination to country-led efforts in disaster management and disaster risk reduction, and climate change adaptation. The NAP will add to the strategic suite of other sectoral plans and policies for countries that help to guide internal development resourcing mechanisms as well as those provided by donors. The programme was launched on 14 June 2013 following its CEO approval by the GEF on 29 May 2013. As of November 2013, partner agencies to GSP include UNDP, UNEP, WHO, FAO, IFAD, UNITAR, GEF, UNFCCC, GWP, GIZ , PROVIA, and UNISDR.
The document discusses several initiatives related to climate change adaptation and biodiversity conservation in Suriname supported by the GEF Small Grants Programme (SGP). The SGP works with vulnerable communities in Suriname to implement adaptation measures to address issues like rising sea levels. It supports a training school project on Tonka Island to preserve Maroon knowledge of biodiversity. The SGP also held a regional workshop in Nicaragua to discuss implementation of its initiatives in Latin America and the Caribbean over the next four years.
A Journey Through Action for Climate Empowerment (ACE) in Ghana - Dr. Emmanue...ESD UNU-IAS
The document summarizes Ghana's efforts to promote action for climate empowerment through education and public awareness initiatives as outlined in the UNFCCC. It discusses Ghana's national policies that make climate change education a priority and the implementation of education programs from 2012-2017 at various levels. These include school programs, community outreach, integration into the national curriculum, and participation in international workshops. Challenges to implementation including limited funding and technical support are also noted.
Claire Davis: Bridging the gap: experiences of communicating climate informat...AfricaAdapt
This document discusses challenges in communicating climate information between producers and end-users in southern Africa and strategies to address them. It provides two examples of using boundary organizations or professional science communicators to bridge gaps: a group that facilitated seasonal forecasts for humanitarian groups, and a risk atlas project in South Africa that engaged stakeholders to develop climate projections and adaptation responses tailored to sectors and regions. Both cases improved climate incorporation in planning and allowed scientists to better target research based on user needs.
The document summarizes two programs: the Associate Programme on Flood Management (APFM) and the Integrated Drought Management Programme (IDMP). The APFM aims to shift approaches to flood management to be more proactive and integrated. It operates through compiling guidance, tools and training. The IDMP similarly aims to shift from reactive to proactive drought management. It works in regions like Central and Eastern Europe on developing drought monitoring policies, demonstrating management measures, and building capacity through workshops and trainings. Both programs are joint initiatives of the World Meteorological Organization and Global Water Partnership.
1) The document discusses the benefits of including decision-makers in early project planning, highlighting the AMMA-2050 project which aims to improve understanding of how climate change will impact the West African monsoon and help societies adapt.
2) The FCFA programme will produce climate science focused on Africa to ensure it impacts human development on the continent. Pilot studies in Senegal and Burkina Faso engage decision-makers to support climate-resilient agriculture and urban planning.
3) Findings from scoping studies in Accra and Maputo show the need to consider non-climatic factors and interact with decision-makers to identify suitable adaptation strategies. Understanding viewpoints, legislation, and innovation is key to
This research is spearheading the integration of Free & Open Source Software (FOSS) with Open Source Hardware (OSHW) in the field of agri-meteorology applications to disaster risk reduction, flood and droughts. A Do-It-Yourself weather station based on OSHW standards has been developed from local sources in Sri Lanka, reporting by SMS to tank/reservoir managers when rainfall is higher than 10mm/h. These weather stations are soon going to be reprogrammed to report to istSOS, a FOSS web-based Sensor-Observation-Service compliant system, which will collate live reporting of rainfall every hour and before if intensities are dimmed worrying for flood risks. This is both a scientific, technological, and practical challenge to arrive at a very low cost real time disaster risk notification system in places where climate, economy and maintenance supports are themselves other challenges.
This document discusses participatory scenario planning (PSP) as an innovative community-based adaptation model used in Kenya. PSP brings together local and scientific knowledge to assess climate risks and develop climate-resilient livelihood plans. By engaging communities, civil society groups, and the government, PSP helps vulnerable groups access and understand seasonal climate forecasts to anticipate risks and identify opportunities. The approach has been successful in building capacity, influencing national policies, and integrating climate adaptation into development plans and programs in Kenya. Key factors in its progress include collaborative advocacy, capacity building, demonstrating results, and aligning with government priorities.
Improved Governance Structures and Commitment for Disaster Risk Reduction and...Global Risk Forum GRFDavos
Improved Governance Structures and Commitment for Disaster Risk Reduction and Climate Change Adaptation through National and Sub-national Platforms Based on HFA
The Norwegian Glacier Museum has been working closely with schools for the past two decades and is known and trusted in the region as an institute that collects, creates, and disseminates knowledge on glaciers and climate. Drawing upon the museum’s schools network and strong background in public engagement, this baseline study was developed to examine teachers climate awareness, access to resources, current teaching, and opportunities for further professional support in the county. Key themes covered in the survey include if and how climate change is taught, the barriers to teaching climate change and the resources and support teachers need to better integrate climate change into the existing curriculum.
Climate change and Mountains in East Africa The Adaptation at Altitude programmeweADAPT
This presentation was given on 30-03-2022 at the East Africa Mountains Regional Dialogue Event in Dar es Salaam, Tanzania, by Essey Daniel, Sabine McCallum, and Ansgar Fellendorf.
The document discusses using a sectoral approach to vulnerability and risk assessments (VRAs) to inform National Adaptation Plan (NAP) processes. Key points include:
- A sectoral VRA approach aligns with development policies which are often sector-based, allows identification of relevant actors, and aids monitoring and evaluation.
- Lessons from sectoral VRAs include difficulties identifying vulnerabilities of specific groups and differences between local and national priorities.
- In Senegal, PAS-PNA supported sectoral VRAs in agriculture, water resources, and coastal zones through research consortia and post-docs to build national capacity. Stakeholder participation and exchange was emphasized. Challenges included coordination and data availability.
Similar to Participatory Three Dimensional Modeling (P3DM) with Communities in Samoa, Pacific. (20)
This two-day event in Vanuatu aims to strengthen coordination and innovation in priority food value chains in the Pacific to improve nutrition and food systems. Day one will include presentations on a study of key value chains in several Pacific countries, lessons from value chain training, and a launch of an online platform to connect actors. Participants will discuss constraints, opportunities, and how to operationalize the platform. Day two focuses on assessing capacity needs and pilot testing the online platform through working groups, with the goal of finalizing how to implement the platform and a training program to support value chain development in the region.
The document discusses the Technical Centre for Agricultural and Rural Cooperation (CTA) and its work in supporting agricultural and rural development in Africa. CTA is an EU-ACP institution focused on strengthening partnerships between Europe and Africa. The document outlines CTA's vision of a vibrant, modern, sustainable and inclusive agriculture in Africa. It also discusses the African Union's Agenda 2063 goals of transforming African economies and empowering women and youth through increased investment in agriculture, value addition, employment, science, technology and innovation. The role of African women scientists and innovators in achieving these development goals is highlighted.
Pendant les deux derniers jours du Forum, le Ministère a eu l'occasion d'écouter les recommandations faites par les dirigeants des coopératives et par les experts du développement des coopératives. Voici la présentation synthétisant les réponses fournies par le MIDSP au Forum. Pour plus d'info http://bit.ly/2mMLoo2
Le Dr. Nicola Francesconi, conseiller technique sénior au CTA, a coordiné l'organisation du Forum des coopératives malgaches, qui s'est tenu du 13 au 17 février 2017. Plus d'infos : http://bit.ly/2mMLoo2
Tovo Aina Andriamampionona et Nirina Razafimanantsoa, élus porte-paroles par les membres des coopératives participantes au Forum des coopératives malgaches, ont résumé les principaux problèmes auxquels les coopératives sont confrontées. Plus d'infos : http://bit.ly/2mMLoo2
This document outlines some of the key action points discussed at the workshop held in February 2017. More information about the workshop: http://bit.ly/2lt7Vbf More information about the impact of open data for agriculture and nutrition: http://bit.ly/2lyjJqW
06-18-2024-Princeton Meetup-Introduction to MilvusTimothy Spann
06-18-2024-Princeton Meetup-Introduction to Milvus
tim.spann@zilliz.com
https://www.linkedin.com/in/timothyspann/
https://x.com/paasdev
https://github.com/tspannhw
https://github.com/milvus-io/milvus
Get Milvused!
https://milvus.io/
Read my Newsletter every week!
https://github.com/tspannhw/FLiPStackWeekly/blob/main/142-17June2024.md
For more cool Unstructured Data, AI and Vector Database videos check out the Milvus vector database videos here
https://www.youtube.com/@MilvusVectorDatabase/videos
Unstructured Data Meetups -
https://www.meetup.com/unstructured-data-meetup-new-york/
https://lu.ma/calendar/manage/cal-VNT79trvj0jS8S7
https://www.meetup.com/pro/unstructureddata/
https://zilliz.com/community/unstructured-data-meetup
https://zilliz.com/event
Twitter/X: https://x.com/milvusio https://x.com/paasdev
LinkedIn: https://www.linkedin.com/company/zilliz/ https://www.linkedin.com/in/timothyspann/
GitHub: https://github.com/milvus-io/milvus https://github.com/tspannhw
Invitation to join Discord: https://discord.com/invite/FjCMmaJng6
Blogs: https://milvusio.medium.com/ https://www.opensourcevectordb.cloud/ https://medium.com/@tspann
Expand LLMs' knowledge by incorporating external data sources into LLMs and your AI applications.
Build applications with generative AI on Google CloudMárton Kodok
We will explore Vertex AI - Model Garden powered experiences, we are going to learn more about the integration of these generative AI APIs. We are going to see in action what the Gemini family of generative models are for developers to build and deploy AI-driven applications. Vertex AI includes a suite of foundation models, these are referred to as the PaLM and Gemini family of generative ai models, and they come in different versions. We are going to cover how to use via API to: - execute prompts in text and chat - cover multimodal use cases with image prompts. - finetune and distill to improve knowledge domains - run function calls with foundation models to optimize them for specific tasks. At the end of the session, developers will understand how to innovate with generative AI and develop apps using the generative ai industry trends.
Generative Classifiers: Classifying with Bayesian decision theory, Bayes’ rule, Naïve Bayes classifier.
Discriminative Classifiers: Logistic Regression, Decision Trees: Training and Visualizing a Decision Tree, Making Predictions, Estimating Class Probabilities, The CART Training Algorithm, Attribute selection measures- Gini impurity; Entropy, Regularization Hyperparameters, Regression Trees, Linear Support vector machines.
Open Source Contributions to Postgres: The Basics POSETTE 2024ElizabethGarrettChri
Postgres is the most advanced open-source database in the world and it's supported by a community, not a single company. So how does this work? How does code actually get into Postgres? I recently had a patch submitted and committed and I want to share what I learned in that process. I’ll give you an overview of Postgres versions and how the underlying project codebase functions. I’ll also show you the process for submitting a patch and getting that tested and committed.
3. SAMOA
• Location : Pacific
Region
• Climate : Tropical
mean average
Temperature is 27 OC
• Population: Approx
185,000
• GDP 1.6 billion est.
• Environment
• Culture
5. P3D Models with Communities in
Samoa
• P3DM is a community engagement tool which
integrates spatial data with local “traditional
knowledge” and used widely by SIDS e.g Samoa
for spacial planning, climate change adaptation,
Disaster Risk Reduction etc.
6. HISTORY OF P3DM IN SAMOA
2012
• ‐ Two Forestry Officers were trained with CTA
2013
• 3 Models Laulii Falevao, Lake Lanotoo and Mt Salafai, Laulii
Village with Primary School students
2014
• Apia Catchment; Vaitele – SIDS Venue ; Motootua with
Students with disabilities.
• Small Island Development States Side Event / Site Visit
• Gataivai & Taga
2015
• Satoalepai (FPAM Project )
• Manono (ICCRITS Project)
20. Participatory Three Dimensional
Modeling (P3DM)
• P3DM is a product of GIS data, it uses GIS
technology to build model from series of contour
lines and important source of information to
enter into GIS for participatory planning and
implementation e.g agriculture.