In this webinar you learn some of the techniques and resources that can help you bolster your Spatial Data Science skills. You can watch the recorded webinar at: https://go.carto.com/webinars/spatial-expert-recorded
Are you a Data Scientist working in the Real Estate industry? Are you trying to build a Data Science team with expertise in spatial?
We bring the London Real Estate Data Science community together to discuss use cases such as whitespace analysis, twin area analysis & indoor analytics - sharing best practices and experiences from both residential and commercial.
Jaime Sanchez walked through a specific case of Spatial Data Science applied to Shared Workspace investment analysis, with an interactive component, before we break out into a discussion about the challenges and opportunities of building Data Science teams in the Real Estate sector.
Geolytix joined the conversation to speak about location planning. As trusted advisors, they help their customers decide how many stores, who to acquire, where to open, which format and how to
optimize home delivery and click & collect operations.
Visit our website for more information: https://carto.com/
Unlock the power of spatial analysis using CARTO and python [CARTOframes]CARTO
In this webinar, learn how to integrate spatial data and analysis to your data science models using CARTOframes—a Python package that allows data scientists to seamlessly integrate CARTO maps, data, and analysis into their current environment.
Watch the recorded at: https://go.carto.com/webinars/spatial-analysis-carto-python-recorded
CARTO Cloud Native – An Introduction to the Spatial Extension for BigQueryCARTO
In this practical webinar, we'll walk through some of the key location intelligence functions that are now available in BigQuery with our Spatial Extension.
Why High-Resolution Spatial Data on Population MattersCARTO
In this webinar in partnership with WorldPop, you learn about how high-resolution data on human population distribution & characteristics are becoming more & more important. You can watch the recorded webinar at: https://go.carto.com/webinars/worldpop-global-demographic-insights
Using Geospatial to Innovate in Last-Mile LogisticsCARTO
In this webinar in partnership with what3words, you learn about how new location analytics can enable logistics & supply chain players to improve their approach to route optimization. You can watch the recorded webinar at: https://go.carto.com/webinars/what3words-logistics
How to Use Spatial Data Science in your Site Planning Process? [CARTOframes] CARTO
In this webinar, we show how CARTO can be used in site planning applications to analyze multivariate geolocated data and derive data-driven insights when opening, relocating or consolidating location sites.
Watch it now at: https://go.carto.com/how-spatial-data-science-site-planning-webinar-recorded
Think Spatial: Don't Ignore Location in your Models! [CARTOframes]CARTO
In this technical webinar, Giulia Carella and Steve Isaac share how thinking spatially can help you to build powerful models that outperform the typical data science tools. Watch it now at: https://go.carto.com/dont-ignore-location-in-models-webinar-recorded
Are you a Data Scientist working in the Real Estate industry? Are you trying to build a Data Science team with expertise in spatial?
We bring the London Real Estate Data Science community together to discuss use cases such as whitespace analysis, twin area analysis & indoor analytics - sharing best practices and experiences from both residential and commercial.
Jaime Sanchez walked through a specific case of Spatial Data Science applied to Shared Workspace investment analysis, with an interactive component, before we break out into a discussion about the challenges and opportunities of building Data Science teams in the Real Estate sector.
Geolytix joined the conversation to speak about location planning. As trusted advisors, they help their customers decide how many stores, who to acquire, where to open, which format and how to
optimize home delivery and click & collect operations.
Visit our website for more information: https://carto.com/
Unlock the power of spatial analysis using CARTO and python [CARTOframes]CARTO
In this webinar, learn how to integrate spatial data and analysis to your data science models using CARTOframes—a Python package that allows data scientists to seamlessly integrate CARTO maps, data, and analysis into their current environment.
Watch the recorded at: https://go.carto.com/webinars/spatial-analysis-carto-python-recorded
CARTO Cloud Native – An Introduction to the Spatial Extension for BigQueryCARTO
In this practical webinar, we'll walk through some of the key location intelligence functions that are now available in BigQuery with our Spatial Extension.
Why High-Resolution Spatial Data on Population MattersCARTO
In this webinar in partnership with WorldPop, you learn about how high-resolution data on human population distribution & characteristics are becoming more & more important. You can watch the recorded webinar at: https://go.carto.com/webinars/worldpop-global-demographic-insights
Using Geospatial to Innovate in Last-Mile LogisticsCARTO
In this webinar in partnership with what3words, you learn about how new location analytics can enable logistics & supply chain players to improve their approach to route optimization. You can watch the recorded webinar at: https://go.carto.com/webinars/what3words-logistics
How to Use Spatial Data Science in your Site Planning Process? [CARTOframes] CARTO
In this webinar, we show how CARTO can be used in site planning applications to analyze multivariate geolocated data and derive data-driven insights when opening, relocating or consolidating location sites.
Watch it now at: https://go.carto.com/how-spatial-data-science-site-planning-webinar-recorded
Think Spatial: Don't Ignore Location in your Models! [CARTOframes]CARTO
In this technical webinar, Giulia Carella and Steve Isaac share how thinking spatially can help you to build powerful models that outperform the typical data science tools. Watch it now at: https://go.carto.com/dont-ignore-location-in-models-webinar-recorded
Developing Spatial Applications with CARTO for React v1.1CARTO
In this hands-on webinar, we introduce the new features of CARTO for React v1.1 and showcase how this framework can be used to accelerate the development of cloud-native geospatial applications. You can watch the recorded webinar at: https://go.carto.com/webinars/carto-react-developers
The Role of Indoor Mapping in the “New Normal”CARTO
In this webinar in partnership with Situm, you learn about how technology & analytics can facilitate a safe return to work for your employees. You can watch the recorded webinar at: https://go.carto.com/webinars/situm-indoor-mapping
The Sum of our Parts: the Complete CARTO Journey [CARTO]CARTO
In this webinar, we put all of the pieces together - showing, using the example of the Real Estate market in Los Angeles, how the CARTO platform powers a data-to-decision workflow, showcasing every step along the way.
Watch it now at: https://go.carto.com/sum-parts-complete-carto-journey-webinar-recorded
CARTO en 5 Pasos: del Dato a la Toma de Decisiones [CARTO]CARTO
En este webinar repasamos - mediante una demostración con el mercado de Real Estate de Los Angeles como ejemplo - cada uno de los cinco pasos que la plataforma de CARTO sigue para una toma de decisiones eficaz basada en los datos.
Watch it now at: https://go.carto.com/carto-pasos-dato-toma-decisiones-recorded
Tips and tricks for Working with Demographic Data [CARTOframes & Python]CARTO
This webinar focuses on working with our Data Observatory using the CARTOframes library for Python.
Our speakers, Holly Orr, and Alex Roth, present tips and solutions to common problems encountered when working with demographic data. Watch it now at https://go.carto.com/tips-working-demographic-data-webinar-recorded
Applying Spatial Analysis to Real Estate Decision-MakingCARTO
In this webinar you learn the role of spatial data and analysis in Real Estate decision-making, as well as seeing some use cases and how to put it into practice with CARTOframes. You can watch the recorded webinar at: https://go.carto.com/en/webinars/cartoframes-real-estate-recorded
The Ultimate Guide to Location Data: New Datasets & MethodsCARTO
In this webinar, you learn how to get the best insights from existing third party and open data, as well as the need for new derived datasets. You can watch the recorded webinar at: https://go.carto.com/webinars/ultimate-guide-location-data
Using Location Data to Adapt to the New normalCARTO
Retail and Real Estate professionals around the world are turning to human migration and location data to evolve their strategy and adapt to the new normal. You can watch the recorded webinar at: https://go.carto.com/webinars/unacast-human-migration-location-data
Embedding Location Intelligence in Web Apps that Enhance User Experience [Air...CARTO
This webinar focuses on how using CARTO's tech stack to embed Location Intelligence in a variety of web and mobile apps.
Our speakers, Román Jiménez and Víctor Velarde, showcase the latest products and features available for developers to reduce production time of custom-built apps and deliver superior user experiences. Watch the recorded at:
https://go.carto.com/airship-location-intelligence-web-apps-user-experience-recorded
Market analysis through Consumer Behavior Pattern InsightsCARTO
In this webinar in partnership with Safegraph, you learn how to use spatial analysis and leading POI data to drive superior market analysis workflows.
Watch the recorded webinar at: https://go.carto.com/webinars/safegraph-market-analysis-recorded
In this webinar, you will learn how aggregated social media sentiment data mentioning COVID-19 can help inform companies' response to the crisis. You can watch the recorded webinar at: https://go.carto.com/webinars/spatialai
In this webinar in partnership with Focal Point, you learn about the future of Indoor Mapping & the role that next-generation GPS technology can play in a range of indoor use cases. You can watch the recorded webinar at: https://go.carto.com/webinars/focalpoint-indoor-mapping
Helping insurers Uncover Location Data and the Predictive Analytics FactorCARTO
In this webinar, you learn the current challenges insurers are facing and how leveraging LI can help. You can watch the recorded webinar at: https://go.carto.com/insurance-location-data-and-predictive-analytics-factor-recorded
How to Use Geospatial Data to Identify CPG Demnd HotspotsCARTO
The combination of new location data streams and spatial data science techniques opens up a new array of opportunities for CPG data and marketing professionals seeking where to prioritize in terms of ramping up distribution and identifying POS (points of sale).
Understanding Retail Catchment Areas with Human Mobility DataCARTO
In this webinar in partnership with Databricks, you learn how to build more accurate catchment area analysis using human mobility location data. You can watch the recorded webinar at: https://go.carto.com/webinars/databricks-spatial-data-science
Stepping up your Spatial Analysis with Mastercard Retail Location insights 3.0CARTO
In this webinar in partnership with Mastercard, you learn how the Mastercard Retail Location insights solution can help you get more granular insights. You can watch the recorded webinar at: https://go.carto.com/webinars/mastercard-spatial-analysis-recorded
In this webinar, we discuss the latest Out-of-Home trends in 2020, key data streams used by data strategists, and demo a real-life use case. You can watch the recorded webinar at: https://go.carto.com/webinars/spatial-analysis-ooh-advertising
Advancing Spatial Analysis in BigQuery using CARTO Analytics ToolboxCARTO
Learn how Analysts and Data Scientists use CARTO Analytics Toolbox to unlock more than 100 spatial functions in BigQuery to enhance data, run advanced spatial analysis and apply industry-specific models to drive business decisioning. You can watch the webinar here: https://go.carto.com/webinars/analytics-toolbox-for-bigquery
Developing Spatial Applications with CARTO for React v1.1CARTO
In this hands-on webinar, we introduce the new features of CARTO for React v1.1 and showcase how this framework can be used to accelerate the development of cloud-native geospatial applications. You can watch the recorded webinar at: https://go.carto.com/webinars/carto-react-developers
The Role of Indoor Mapping in the “New Normal”CARTO
In this webinar in partnership with Situm, you learn about how technology & analytics can facilitate a safe return to work for your employees. You can watch the recorded webinar at: https://go.carto.com/webinars/situm-indoor-mapping
The Sum of our Parts: the Complete CARTO Journey [CARTO]CARTO
In this webinar, we put all of the pieces together - showing, using the example of the Real Estate market in Los Angeles, how the CARTO platform powers a data-to-decision workflow, showcasing every step along the way.
Watch it now at: https://go.carto.com/sum-parts-complete-carto-journey-webinar-recorded
CARTO en 5 Pasos: del Dato a la Toma de Decisiones [CARTO]CARTO
En este webinar repasamos - mediante una demostración con el mercado de Real Estate de Los Angeles como ejemplo - cada uno de los cinco pasos que la plataforma de CARTO sigue para una toma de decisiones eficaz basada en los datos.
Watch it now at: https://go.carto.com/carto-pasos-dato-toma-decisiones-recorded
Tips and tricks for Working with Demographic Data [CARTOframes & Python]CARTO
This webinar focuses on working with our Data Observatory using the CARTOframes library for Python.
Our speakers, Holly Orr, and Alex Roth, present tips and solutions to common problems encountered when working with demographic data. Watch it now at https://go.carto.com/tips-working-demographic-data-webinar-recorded
Applying Spatial Analysis to Real Estate Decision-MakingCARTO
In this webinar you learn the role of spatial data and analysis in Real Estate decision-making, as well as seeing some use cases and how to put it into practice with CARTOframes. You can watch the recorded webinar at: https://go.carto.com/en/webinars/cartoframes-real-estate-recorded
The Ultimate Guide to Location Data: New Datasets & MethodsCARTO
In this webinar, you learn how to get the best insights from existing third party and open data, as well as the need for new derived datasets. You can watch the recorded webinar at: https://go.carto.com/webinars/ultimate-guide-location-data
Using Location Data to Adapt to the New normalCARTO
Retail and Real Estate professionals around the world are turning to human migration and location data to evolve their strategy and adapt to the new normal. You can watch the recorded webinar at: https://go.carto.com/webinars/unacast-human-migration-location-data
Embedding Location Intelligence in Web Apps that Enhance User Experience [Air...CARTO
This webinar focuses on how using CARTO's tech stack to embed Location Intelligence in a variety of web and mobile apps.
Our speakers, Román Jiménez and Víctor Velarde, showcase the latest products and features available for developers to reduce production time of custom-built apps and deliver superior user experiences. Watch the recorded at:
https://go.carto.com/airship-location-intelligence-web-apps-user-experience-recorded
Market analysis through Consumer Behavior Pattern InsightsCARTO
In this webinar in partnership with Safegraph, you learn how to use spatial analysis and leading POI data to drive superior market analysis workflows.
Watch the recorded webinar at: https://go.carto.com/webinars/safegraph-market-analysis-recorded
In this webinar, you will learn how aggregated social media sentiment data mentioning COVID-19 can help inform companies' response to the crisis. You can watch the recorded webinar at: https://go.carto.com/webinars/spatialai
In this webinar in partnership with Focal Point, you learn about the future of Indoor Mapping & the role that next-generation GPS technology can play in a range of indoor use cases. You can watch the recorded webinar at: https://go.carto.com/webinars/focalpoint-indoor-mapping
Helping insurers Uncover Location Data and the Predictive Analytics FactorCARTO
In this webinar, you learn the current challenges insurers are facing and how leveraging LI can help. You can watch the recorded webinar at: https://go.carto.com/insurance-location-data-and-predictive-analytics-factor-recorded
How to Use Geospatial Data to Identify CPG Demnd HotspotsCARTO
The combination of new location data streams and spatial data science techniques opens up a new array of opportunities for CPG data and marketing professionals seeking where to prioritize in terms of ramping up distribution and identifying POS (points of sale).
Understanding Retail Catchment Areas with Human Mobility DataCARTO
In this webinar in partnership with Databricks, you learn how to build more accurate catchment area analysis using human mobility location data. You can watch the recorded webinar at: https://go.carto.com/webinars/databricks-spatial-data-science
Stepping up your Spatial Analysis with Mastercard Retail Location insights 3.0CARTO
In this webinar in partnership with Mastercard, you learn how the Mastercard Retail Location insights solution can help you get more granular insights. You can watch the recorded webinar at: https://go.carto.com/webinars/mastercard-spatial-analysis-recorded
In this webinar, we discuss the latest Out-of-Home trends in 2020, key data streams used by data strategists, and demo a real-life use case. You can watch the recorded webinar at: https://go.carto.com/webinars/spatial-analysis-ooh-advertising
Advancing Spatial Analysis in BigQuery using CARTO Analytics ToolboxCARTO
Learn how Analysts and Data Scientists use CARTO Analytics Toolbox to unlock more than 100 spatial functions in BigQuery to enhance data, run advanced spatial analysis and apply industry-specific models to drive business decisioning. You can watch the webinar here: https://go.carto.com/webinars/analytics-toolbox-for-bigquery
Scaling Spatial Analytics with Google Cloud & CARTOCARTO
In this webinar, we focus on how Google Cloud and CARTO can be used to tackle even the most challenging Location Intelligence use cases at scale. You can watch the recorded webinar at: https://go.carto.com/webinars/google-cloud-spatial-analytics-at-scale
Machine learning and linear regression programmingSoumya Mukherjee
Overview of AI and ML
Terminology awareness
Applications in real world
Use cases within Nokia
Types of Learning
Regression
Classification
Clustering
Linear Regression Single Variable with python
In recent machine learning community, there is a trend of constructing a linear logarithm version of
nonlinear version through the ‘kernel method’ for example kernel principal component analysis, kernel
fisher discriminant analysis, support Vector Machines (SVMs), and the current kernel clustering
algorithms. Typically, in unsupervised methods of clustering algorithms utilizing kernel method, a
nonlinear mapping is operated initially in order to map the data into a much higher space feature, and then
clustering is executed. A hitch of these kernel clustering algorithms is that the clustering prototype resides
in increased features specs of dimensions and therefore lack intuitive and clear descriptions without
utilizing added approximation of projection from the specs to the data as executed in the literature
presented. This paper aims to utilize the ‘kernel method’, a novel clustering algorithm, founded on the
conventional fuzzy clustering algorithm (FCM) is anticipated and known as kernel fuzzy c-means algorithm
(KFCM). This method embraces a novel kernel-induced metric in the space of data in order to interchange
the novel Euclidean matric norm in cluster prototype and fuzzy clustering algorithm still reside in the space
of data so that the results of clustering could be interpreted and reformulated in the spaces which are
original. This property is used for clustering incomplete data. Execution on supposed data illustrate that
KFCM has improved performance of clustering and stout as compare to other transformations of FCM for
clustering incomplete data.
4 Ways Telecoms are Using GIS & Location Intelligence.pdfCARTO
In this webinar Helen McKenzie and Carmen de la O Millán explain how geospatial solutions can optimize telco operations and create new revenue streams, drawing on CARTO and Google Cloud’s collaborations with customers such as Telus and Vodafone.
Can Kanye West Save Gap? Real-Time Consumer Social Media Segmentation On CARTOCARTO
In this webinar, we use Location Intelligence to learn how Kanye West’s collaboration with the retail giant Gap impacted their in-store customer base. You can watch the recorded webinar at: https://go.carto.com/webinars/spatialai-can-kanye-west-save-gap
Developing Spatial Applications with Google Maps and CARTOCARTO
Learn how CARTO integrates with Google Maps to unlock the advanced visualization capabilities of deck.gl and enables developers to build geospatial apps. You can watch the recorded webinar here: https://go.carto.com/webinars/google-maps-and-carto
Location Intelligence: The Secret Sauce for OOH AdvertisingCARTO
In this webinar, Matt Forrest (VP of Solutions Engineering at CARTO) and Mary Layden (Senior Marketing Manager at CARTO) explore how to utilize spatial data science to accurately answer where, how, and when OOH professionals can reach their desired target audience to deliver the best ROI for their clients.
Sentiment, Popularity & Potentiality: 3 Unique KPIs to add to your Site Selec...CARTO
In this webinar, we focus on how to enhance POI datasets with Sentiment, Popularity, and Potentiality KPIs to improve Site Selection and Site Performance use cases. You can watch the recorded webinar at: https://go.carto.com/webinars/data-appeal-site-selection
Spatial Analytics in the Cloud Using Snowflake & CARTOCARTO
In this practical webinar, we focus on how Snowflake and CARTO can be used to tackle even the most advanced location intelligence use cases. You can watch the recorded webinar at: https://go.carto.com/webinars/spatial-extension-snowflake
What Spatial Analytics Tells Us About the Future of the UK High StreetCARTO
In this panel webinar, we'll explore different types of spatial analysis and data and how they can be used across the industry with real-life examples. You can watch the recorded webinar at: https://go.carto.com/webinars/spatial-analytics-uk-retail
Using Spatial Analysis to Drive Post-Pandemic Site Selection in RetailCARTO
In this webinar, we explore how geospatial data & analysis can help retailers better understand market dynamics and consolidate opportunities. You can watch the recorded webinar at: https://go.carto.com/webinars/retail-site-selection
6 Ways CPG Brands are Using Location Data to Prepare for the "Post-Pandemic"CARTO
In this webinar, we explore how leading CPG brands are turning to new location data streams and advanced analytics to emerge stronger from COVID-19. You can watch the recorded webinar at: https://go.carto.com/webinars/dotgis-cpg-location-analytics
Using Places (POI) Data for QSR Site SelectionCARTO
In this webinar in partnership with Foursquare, we outline how using POI & visits data can help QSRs strategically optimize their portfolio of site locations to generate more revenue. You can watch the recorded webinar at: https://go.carto.com/webinars/qsr-site-selection
5 Ways to Strategize for Emerging Short-Term Rental TrendsCARTO
In this webinar in partnership with Transparent, we explore the current state of short-term rentals and how to use vacation rental data to inform your strategy. You can watch the recorded webinar at: https://go.carto.com/webinars/transparent-short-term-rental-trends
7 Reasons Why CPG Marketers Are Turning To Location AnalyticsCARTO
In this webinar, you will discover 7 reasons why CPG Marketers & Analysts are evolving their analytics by turning to location to drive category growth.
Analyzing the Rise of the Staycation during COVID-19CARTO
In this webinar, you learn how to use location data on commercial POIs & hygiene ratings for predictive analytics to support public health decision-making. You can watch the recorded webinar at: https://go.carto.com/webinars/doorda-staycation-covid19
We describe the deployment and use of Globus Compute for remote computation. This content is aimed at researchers who wish to compute on remote resources using a unified programming interface, as well as system administrators who will deploy and operate Globus Compute services on their research computing infrastructure.
Code reviews are vital for ensuring good code quality. They serve as one of our last lines of defense against bugs and subpar code reaching production.
Yet, they often turn into annoying tasks riddled with frustration, hostility, unclear feedback and lack of standards. How can we improve this crucial process?
In this session we will cover:
- The Art of Effective Code Reviews
- Streamlining the Review Process
- Elevating Reviews with Automated Tools
By the end of this presentation, you'll have the knowledge on how to organize and improve your code review proces
Quarkus Hidden and Forbidden ExtensionsMax Andersen
Quarkus has a vast extension ecosystem and is known for its subsonic and subatomic feature set. Some of these features are not as well known, and some extensions are less talked about, but that does not make them less interesting - quite the opposite.
Come join this talk to see some tips and tricks for using Quarkus and some of the lesser known features, extensions and development techniques.
Enhancing Research Orchestration Capabilities at ORNL.pdfGlobus
Cross-facility research orchestration comes with ever-changing constraints regarding the availability and suitability of various compute and data resources. In short, a flexible data and processing fabric is needed to enable the dynamic redirection of data and compute tasks throughout the lifecycle of an experiment. In this talk, we illustrate how we easily leveraged Globus services to instrument the ACE research testbed at the Oak Ridge Leadership Computing Facility with flexible data and task orchestration capabilities.
Understanding Globus Data Transfers with NetSageGlobus
NetSage is an open privacy-aware network measurement, analysis, and visualization service designed to help end-users visualize and reason about large data transfers. NetSage traditionally has used a combination of passive measurements, including SNMP and flow data, as well as active measurements, mainly perfSONAR, to provide longitudinal network performance data visualization. It has been deployed by dozens of networks world wide, and is supported domestically by the Engagement and Performance Operations Center (EPOC), NSF #2328479. We have recently expanded the NetSage data sources to include logs for Globus data transfers, following the same privacy-preserving approach as for Flow data. Using the logs for the Texas Advanced Computing Center (TACC) as an example, this talk will walk through several different example use cases that NetSage can answer, including: Who is using Globus to share data with my institution, and what kind of performance are they able to achieve? How many transfers has Globus supported for us? Which sites are we sharing the most data with, and how is that changing over time? How is my site using Globus to move data internally, and what kind of performance do we see for those transfers? What percentage of data transfers at my institution used Globus, and how did the overall data transfer performance compare to the Globus users?
OpenMetadata Community Meeting - 5th June 2024OpenMetadata
The OpenMetadata Community Meeting was held on June 5th, 2024. In this meeting, we discussed about the data quality capabilities that are integrated with the Incident Manager, providing a complete solution to handle your data observability needs. Watch the end-to-end demo of the data quality features.
* How to run your own data quality framework
* What is the performance impact of running data quality frameworks
* How to run the test cases in your own ETL pipelines
* How the Incident Manager is integrated
* Get notified with alerts when test cases fail
Watch the meeting recording here - https://www.youtube.com/watch?v=UbNOje0kf6E
Innovating Inference - Remote Triggering of Large Language Models on HPC Clus...Globus
Large Language Models (LLMs) are currently the center of attention in the tech world, particularly for their potential to advance research. In this presentation, we'll explore a straightforward and effective method for quickly initiating inference runs on supercomputers using the vLLM tool with Globus Compute, specifically on the Polaris system at ALCF. We'll begin by briefly discussing the popularity and applications of LLMs in various fields. Following this, we will introduce the vLLM tool, and explain how it integrates with Globus Compute to efficiently manage LLM operations on Polaris. Attendees will learn the practical aspects of setting up and remotely triggering LLMs from local machines, focusing on ease of use and efficiency. This talk is ideal for researchers and practitioners looking to leverage the power of LLMs in their work, offering a clear guide to harnessing supercomputing resources for quick and effective LLM inference.
Introducing Crescat - Event Management Software for Venues, Festivals and Eve...Crescat
Crescat is industry-trusted event management software, built by event professionals for event professionals. Founded in 2017, we have three key products tailored for the live event industry.
Crescat Event for concert promoters and event agencies. Crescat Venue for music venues, conference centers, wedding venues, concert halls and more. And Crescat Festival for festivals, conferences and complex events.
With a wide range of popular features such as event scheduling, shift management, volunteer and crew coordination, artist booking and much more, Crescat is designed for customisation and ease-of-use.
Over 125,000 events have been planned in Crescat and with hundreds of customers of all shapes and sizes, from boutique event agencies through to international concert promoters, Crescat is rigged for success. What's more, we highly value feedback from our users and we are constantly improving our software with updates, new features and improvements.
If you plan events, run a venue or produce festivals and you're looking for ways to make your life easier, then we have a solution for you. Try our software for free or schedule a no-obligation demo with one of our product specialists today at crescat.io
Software Engineering, Software Consulting, Tech Lead, Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Transaction, Spring MVC, OpenShift Cloud Platform, Kafka, REST, SOAP, LLD & HLD.
Top Features to Include in Your Winzo Clone App for Business Growth (4).pptxrickgrimesss22
Discover the essential features to incorporate in your Winzo clone app to boost business growth, enhance user engagement, and drive revenue. Learn how to create a compelling gaming experience that stands out in the competitive market.
AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI AppGoogle
AI Fusion Buddy Review: Brand New, Groundbreaking Gemini-Powered AI App
👉👉 Click Here To Get More Info 👇👇
https://sumonreview.com/ai-fusion-buddy-review
AI Fusion Buddy Review: Key Features
✅Create Stunning AI App Suite Fully Powered By Google's Latest AI technology, Gemini
✅Use Gemini to Build high-converting Converting Sales Video Scripts, ad copies, Trending Articles, blogs, etc.100% unique!
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✅Fully automated AI articles bulk generation!
✅Auto-post or schedule stunning AI content across all your accounts at once—WordPress, Facebook, LinkedIn, Blogger, and more.
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✅Automatically create & sell AI content, graphics, websites, landing pages, & all that gets you paid non-stop 24*7.
✅Pre-built High-Converting 100+ website Templates and 2000+ graphic templates logos, banners, and thumbnail images in Trending Niches.
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✅Commercial License included!
See My Other Reviews Article:
(1) AI Genie Review: https://sumonreview.com/ai-genie-review
(2) SocioWave Review: https://sumonreview.com/sociowave-review
(3) AI Partner & Profit Review: https://sumonreview.com/ai-partner-profit-review
(4) AI Ebook Suite Review: https://sumonreview.com/ai-ebook-suite-review
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Exploring Innovations in Data Repository Solutions - Insights from the U.S. G...Globus
The U.S. Geological Survey (USGS) has made substantial investments in meeting evolving scientific, technical, and policy driven demands on storing, managing, and delivering data. As these demands continue to grow in complexity and scale, the USGS must continue to explore innovative solutions to improve its management, curation, sharing, delivering, and preservation approaches for large-scale research data. Supporting these needs, the USGS has partnered with the University of Chicago-Globus to research and develop advanced repository components and workflows leveraging its current investment in Globus. The primary outcome of this partnership includes the development of a prototype enterprise repository, driven by USGS Data Release requirements, through exploration and implementation of the entire suite of the Globus platform offerings, including Globus Flow, Globus Auth, Globus Transfer, and Globus Search. This presentation will provide insights into this research partnership, introduce the unique requirements and challenges being addressed and provide relevant project progress.
First Steps with Globus Compute Multi-User EndpointsGlobus
In this presentation we will share our experiences around getting started with the Globus Compute multi-user endpoint. Working with the Pharmacology group at the University of Auckland, we have previously written an application using Globus Compute that can offload computationally expensive steps in the researcher's workflows, which they wish to manage from their familiar Windows environments, onto the NeSI (New Zealand eScience Infrastructure) cluster. Some of the challenges we have encountered were that each researcher had to set up and manage their own single-user globus compute endpoint and that the workloads had varying resource requirements (CPUs, memory and wall time) between different runs. We hope that the multi-user endpoint will help to address these challenges and share an update on our progress here.
Globus Connect Server Deep Dive - GlobusWorld 2024Globus
We explore the Globus Connect Server (GCS) architecture and experiment with advanced configuration options and use cases. This content is targeted at system administrators who are familiar with GCS and currently operate—or are planning to operate—broader deployments at their institution.
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I ...Juraj Vysvader
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I didn't get rich from it but it did have 63K downloads (powered possible tens of thousands of websites).
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I ...
How to become a Spatial Data Scientist?
1. How to Become a Spatial Data
Scientist in 2020
Follow @CARTO on Twitter
2. CARTO — Unlock the power of spatial analysis
Introductions
Giulia Carella
Data Scientist
at CARTO
Steve Isaac
Content Marketing Manager
at CARTO
3. CARTO — Unlock the power of spatial analysis
Only 1 in 3 Data Scientists
have significant expertise in
spatial techniques
4. CARTO — Unlock the power of spatial analysis
What percentage of your Data Science
team has significant experience in Spatial?
5. CARTO — Unlock the power of spatial analysis
https://go.carto.com/ebooks/spatial-data-science
Ready to become
a Spatial Expert?
6. CARTO — Unlock the power of spatial analysis
Ebook
Overview
7. CARTO — Unlock the power of spatial analysis
https://github.com/CartoDB/data-science-book
Notebooks
8. CARTO — Unlock the power of spatial analysis
Power Data Science models with location data and spatial analysis
9. CARTO — Unlock the power of spatial analysis
Chapter 1
What is Spatial
Data Science and
Why is it
Important?
“Spatial data science
treats location,
distance, and
spatial interaction as
core aspects of the
data”
(Luc Anselin)
10. CARTO — Unlock the power of spatial analysis
Spatial data comes in all forms and shapes
Chapter 1
11. CARTO — Unlock the power of spatial analysis
Spatial dependence
“Everything is related to everything else, but near things are more related than distant things.” (Tobler, 1970)
● CONTINUOUS PROCESSES
Gaussian Processes (GP),
covariance functions, and variograms
Chapter 1
12. CARTO — Unlock the power of spatial analysis
● DISCRETE PROCESSES
neighborhood structures and
autocorrelation statistics (e.g. Moran’s I)
Spatial dependence
“Everything is related to everything else, but near things are more related than distant things.” (Tobler, 1970)
Chapter 1
13. CARTO — Unlock the power of spatial analysis
● POINT PATTERNS
Complete Spatial Randomness
(e.g. summary statistics, G-function)
Spatial dependence
“Everything is related to everything else, but near things are more related than distant things.” (Tobler, 1970)
Chapter 1
14. CARTO — Unlock the power of spatial analysis
Chapter 2
Spatial Modeling
Leveraging Location
in Prediction
15. CARTO — Unlock the power of spatial analysis
Spatial modelling
The mean structure
e.g. a function of some
covariates
The residual (or what is not
explained by the mean structure)
What we are trying to
model (or the response
variable)
Chapter 2
17. CARTO — Unlock the power of spatial analysis
Continuous Spatial Error Models Discrete Spatial Error Models
Spatial modelling
Chapter 2
18. CARTO — Unlock the power of spatial analysis
Continuous Spatial Error Models Discrete Spatial Error Models
Spatial modelling
Chapter 2
19. CARTO — Unlock the power of spatial analysis
Chapter 3
Spatial Clustering
and Regionalization
20. CARTO — Unlock the power of spatial analysis
Uses data attributes to create classes that,
via those attributes, are different while
staying alike within that category
● Longitude and latitude can be included as
one of these attributes
● e.g. K-means
Clustering Spatial Clustering
Groups together points that are close to each
other based on a distance measurement
● e.g. DBSCAN, GENERALIZED DBSCAN
Clustering VS Spatial Clustering
Chapter 3
21. CARTO — Unlock the power of spatial analysis
Clustering Regionalization
Using SKATERUsing DBSCAN
Clustering VS Regionalization
Chapter 3
22. CARTO — Unlock the power of spatial analysis
Chapter 4
Logistics
Optimization with
Spatial Analysis
23. CARTO — Unlock the power of spatial analysis
A typical optimization model consists of the following components:
● Decision Variables
e.g. whether to open a distribution center (DC) at a specific location, whether a zip code is
served by a DC, or which truck will serve one customer and when)
● Objective Function
e.g. costs, service level, etc.
● Constraints
e.g. physical constraints (a truck cannot transport more than its capacity), business
constraints (every client should not be further than 20 miles away from the closest DC)
Optimization
Chapter 4
24. CARTO — Unlock the power of spatial analysis
Exact VS approximate algorithms
Find the actual optimal solution
● e.g. Simplex Algorithm
● Google OR-Tools
Exact Approximate
Close as possible to the optimum value in a
reasonable amount of time
● e.g. Simulated Annealing, Tabu Search
● Google OR-Tools, Python packages (e.g.
simanneal)
Chapter 4
25. CARTO — Unlock the power of spatial analysis
Solving the Traveling Salesman Problem
Given a list of cities and the distances between each pair of cities,
what is the shortest possible route that visits each city and returns to the origin city?
Christofides Algorithm Ant Optimization
Chapter 4
26. CARTO — Unlock the power of spatial analysis
It’s time for a real world example!
27.
28. Thanks for listening!
Any questions?
Request a demo at CARTO.COM
Steve Isaac
Content Marketing Manager // sisaac@carto.com
Giulia Carella
Data Scientist // giulia@carto.com