Getting Started with Data Integration: FME Desktop
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It's a new year, and there is no better time to get started with data integration. Whether you've just downloaded FME Desktop or have already succeeded at integrating your data, this webinar can teach you FME Desktop basics that can be applied to any project. Our experts will set you up for success by addressing some of the most common questions we get from new users. With topics like: - Reading data into FME - Visualizing data - Manipulating data - Writing data out from FME Plus, with Q&A throughout the webinar (and an extended live Q&A session), you can get help specific to your data integration needs.
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Stop data wrangling, enjoy data serenity.
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Jointly presented by Precisely, Chartis and Safe Software, you will hear from the experts on how to achieve data ‘zen’. Plus, see real life customer stories from Public Sector agencies in Australia who are already leveraging FME to improve their spatial data processes.
Topics include:
- What’s new in FME 2020 from Safe Software
- FME solutions for the Public Sector – use cases for Local, State and Federal Government
- Customer stories
- Special FME licensing for Government
The Joys of APIs & FME - Integrating CAD documents to GIS from a Document Man...
YVR Engineering Services has started using an enterprise document management system called Imagesite to host, manage, and serve out our CAD base plans. With FME, we update various components in our internal YVR GIS apps. From document updates & hotlinks to architectural linework for building floor plans, we have workbench files that run specific business needs, and FME Server automates the updates.
Conga case study: Application visibility in AWS with ExtraHop
Conga is a leading Salesforce application partner. They use the ExtraHop platform to gain new insights into their application performance in AWS as well as the real-time activities of their users.
Learn more at http://www.extrahop.com.
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The Public Sector Challenge: Consolidate, Integrate and Optimise Your Spatial...
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The Joys of APIs & FME - Integrating CAD documents to GIS from a Document Man...
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Conga case study: Application visibility in AWS with ExtraHop
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Let's Get Ready to Wrangle! 6 Steps Towards Data Quality Bliss
Are you struggling to scrape together useful insights from poor-quality data? Then get ready to wrangle.
Wikipedia defines “Data Wrangling”, also known as “Data Munging”, as the process of transforming and mapping data from one "raw" data form into another format with the intent of making it more valuable for a variety of purposes, such as analytics.
FME is the tool that provides a no-code, high-speed way to wrangle your data. Bonus: it works just as well with spatial data too.
Let us show you how to spend less time fighting with your data, and more time using it. During this webinar, we will walk you through how to perform the 6 main steps in the data wrangling process:
1. Discovering
2. Structuring
3. Cleaning
4. Enriching
5. Validating
6. Publishing
Join us to learn how you can use FME to seamlessly achieve these 6 steps towards valuable analytics, and ultimately, data-driven business decisions.
A Whirlwind Tour of Spatial Joins
Anyone who has worked with spatial databases has had the need for spatial joins. It’s a GIS operation that allows you to combine information from different tables using their relative spatial locations.
Sounds complex, but in FME it’s as easy as selecting a transformer for the job. In this webinar, learn the basics of merging and joining spatial data, including:
- Understanding what transformer is useful in different scenarios
- Incorporating GIS capabilities within your workflows
- Automating your workflows
By using FME for spatial joins, you’ll be able to apply spatial joins to data independent of format, and get it done as fast as possible.
Tips & Tricks for Using FME for Business Intelligence
Business intelligence platforms like Tableau, Qlik and Power BI enable users to visually identify patterns in their data. When the data to be analyzed is in disparate formats and structures it requires some blending and/or remodelling prior to being loaded into the BI system. Although this may be done manually, this carries a risk of introducing error, and can also be tedious. This webinar will demonstrate the ways FME can be used to prepare data automatically to save time and errors.
Unlocking the Power of Your Data: Working with Databases in FME
This webinar discussed working with databases in FME. It began with introductions and an overview of FME's database connectivity. It then covered extracting and transforming data from databases using techniques like views and SQL queries to improve performance. Next, it demonstrated loading and synchronizing data to databases using tools like the ChangeDetector transformer. The webinar concluded with best practices tips and a Q&A.
FME:23 for the Enterprise - A Deep Dive into Key New Features
Join our product experts for a deep-dive into some of the latest features in FME:23 (such as Remote Engine Service, Compare Workspaces) that will help you improve IT operational efficiency, empower team collaboration, and drive speed to insights. A demo will accompany each feature to help you understand its importance and usage to explore the full potential of your data.
Whether you are a seasoned FME user or a newcomer, this webinar is your opportunity to gain valuable insights into the FME:23 release and how it can solve your enterprise integration needs. Don't miss this chance to unlock the power of FME for the Enterprise!
Présentation du FME World Tour 2018 à Québec
The document provides an agenda for a one-day event. It includes times for introductions, presentations, lunch, activities, and the end of the event. It also includes information about the company hosting the event, including their expertise in ETL processes, certifications, projects completed, and values of excellence, responsibility, integrity, and collaboration. Attendees of the event are also listed.
Présentation du FME World Tour 2018 à Montréal
The document provides an agenda for a day-long event. The morning includes introductory presentations from 8:45am to 12pm, with a coffee break scheduled from 10:30-11am. The afternoon runs from 1:15pm to 3:30pm and includes additional presentations as well as an interactive activity from 3:00-3:30pm.
Full Stream Ahead: Authoring Workflows for Scalable Stream Processing
Data streams are commonly defined as data that is continuously generated by different sources, which typically submit their data entries simultaneously, and in small sizes.
Despite lots of data being produced, not everyone knows how to extract value from these streams. With FME, this process is made easier than ever.
During this hour-long webinar, we’ll show you just how easy it is to get value out of data streams without having to hire a programming team. After a quick introduction to the world of stream processing, we will go through several scenarios to demonstrate, including:
- Filtering high volume streams
- Time windowing
- Group-based stream processing
- Advanced windowing & dynamic geofences
After this webinar, you’ll be full stream ahead with your data where and when you need it in no time.
Migration Approaches for FDMEE
This document discusses approaches for migrating data from Oracle's Financial Data Management Enterprise Edition (FDMEE) to its successor product, Oracle's Financial Data Management Enterprise Edition (FDMEE). It outlines two main approaches - using Oracle's migration utility or doing a full rebuild. The migration utility uses Oracle Data Integrator (ODI) under the hood and can automate some but not all aspects of the migration. A full rebuild takes more time but allows for cleaning up of unused artifacts and other improvements. Best practices are discussed such as designing the target system structure, rebuilding scripts with Jython, and thorough testing.
FME Server for High Quality On-Demand PDF Printing
Jones Lang LaSalle (JLL) required a solution to integrate floor plan data from various sources and print high resolution PDFs in a flexible way. They worked with i-Open Technologies to implement FME Server for its ability to handle different data types, produce customized PDF output, and configure processing for individual clients' needs. FME Server streams data, lays it out in PDFs with legends, labels, and layer control, and allows output formats beyond PDF if desired. It met JLL's requirements through a configurable and scalable solution.
Safe on FME: Migrating the FME Community
The FME Community has undergone many 'glow ups' over the years, with the most recent being a new Community backing onto Salesforce. This new Community not only looks great, but having all our customer information in one place means we’re able to offer a higher level of support. Win, win!
The risk in moving platforms was whether or not we’d lose any valuable content along the way.
So how did we successfully push 1,642 articles, 3,045 ideas, and 18,450 questions over to Salesforce? With FME, of course!
Join this webinar to learn how Safe Software used FME to perform data migration tasks, including connecting to various APIs, data validation, and restructuring. And, as always, you’ll get plenty of tips and tricks along the way.
Talend Open Studio Data Integration
Talend provides data integration and management solutions. It focuses on combining data from different sources into a unified view for users. Talend offers an open source tool called Talend Open Studio that allows users to visually design procedures to extract, transform, and load data between various databases and file types. It also offers features for data quality, storage optimization, master data management, and reporting.
Elevate Your Enterprise with FME 23.1
FME 23.1 provides several new features to improve productivity, accelerate project delivery, enable deployment anywhere, and expand the largest data integration ecosystem. Key updates include AI assist for authoring workflows, enhanced comparison of workspaces, deployment parameters for standardization, remote engine services, support for new cloud data formats, and major performance improvements for common transformations. The webinar demonstrated several new capabilities and encouraged attendees to download FME, explore additional resources, and provide feedback to help further improve the platform.
Tasks Your Business Should Automate in 2022 That Just Make Sense
Ever been completing a mundane, repetitive data entry task and thought to yourself “there must be a better way of doing this...”?
If that’s you, then you’ve come to the right place. During this webinar, we’ll take you through three everyday tasks you can automate to save on time, money, and other resources across your organization. Including:
- Auto formatting across different formats (CAD, Microsoft Office, etc).
- File Management (archiving files, deploying code)
- Triaging incoming requests (slack notifications, gmail)
Let us empower you to meet the New Years resolution of becoming your best, most efficient self when it comes to managing your data. It’s a new year, new you, and now new data automation tricks up your sleeve. And the best part is, these resolutions will last past January!
Leveraging Generative AI: Exploring New Technology for Data Integration
Stay ahead of the curve with our upcoming webinar on developments in Generative AI technology. We will dive into the state of Generative AI since our previous webinar in January, including the Azure Open AI tool, and explore its potential applications in the technology industry. Our expert speakers will showcase how this cutting-edge tool can be leveraged in FME data integration workflows for natural language processing, automated workflow generation, and predictive modeling. Our team will also demonstrate the incredible power and productivity of the new OpenAIChatGPTConnector, which leverages the gpt-3.5-turbo model. Don't miss out on this opportunity to learn from the best in the field and discover how Generative AI can revolutionize your data integration workflows. Register now to unlock the power of Generative AI!
Real-Time Metrics and Distributed Monitoring - Jeff Pierce, Change.org - Dev...
This document summarizes Jeff Pierce's presentation on real-time metrics and distributed monitoring at DevOps Days 2015. The presentation discussed how Change.org built their own monitoring stack using collectd, Cyanite, Graphite API and Grafana to capture high resolution metrics across their infrastructure. This allowed for faster troubleshooting, easier problem identification and increased communication between developers and DevOps.
Scaling Ride-Hailing with Machine Learning on MLflow
"GOJEK, the Southeast Asian super-app, has seen an explosive growth in both users and data over the past three years. Today the technology startup uses big data powered machine learning to inform decision-making in its ride-hailing, lifestyle, logistics, food delivery, and payment products. From selecting the right driver to dispatch, to dynamically setting prices, to serving food recommendations, to forecasting real-world events. Hundreds of millions of orders per month, across 18 products, are all driven by machine learning.
Building production grade machine learning systems at GOJEK wasn't always easy. Data processing and machine learning pipelines were brittle, long running, and had low reproducibility. Models and experiments were difficult to track, which led to downstream problems in production during serving and model evaluation. In this talk we will cover these and other challenges that we faced while trying to scale end-to-end machine learning systems at GOJEK. We will then introduce MLflow and explore the key features that make it useful as part of an ML platform. Finally, we will show how introducing MLflow into the ML life cycle has helped to solve many of the problems we faced while scaling machine learning at GOJEK.
"
Python for Data Logistics
This document discusses using Python for data logistics and ETL processes. It defines data logistics as the management of data in motion, including extract, transform, load, and other processes. It notes that data logistics is a complex problem involving many data flows and transformations. It argues that Python is a good fit for data logistics due to its versatility, readability, extensive libraries, and ability to be used across all stages from ETL to analysis. It provides examples of Python components that could be used for tasks like scheduling, auditing, file transport, loading, publishing, and transformations.
The Latest Advances in Generative AI_ Exploring New Technology for Data Integ...
Stay ahead of the curve with our upcoming webinar on the latest developments in Generative AI technology. We will dive into the state of Generative AI since our previous webinar in January, including the newly released Azure Open AI tool, and explore its potential applications in the technology industry. Our expert speakers will showcase how this cutting-edge tool can be leveraged in FME data integration workflows for natural language processing, automated workflow generation, and predictive modeling. Our team will also demonstrate the incredible power and productivity of the new OpenAIChatGPTConnector, which leverages the state-of-the-art gpt-3.5-turbo model. Don't miss out on this opportunity to learn from the best in the field and discover how Generative AI can revolutionize your data integration workflows. Register now to unlock the power of Generative AI!
How to Pivot Workflows with FME Tools
Have you wondered how you can make the power of FME more available? Guido Stein, a Safe Software Professional, will share lessons learned creating a series of tools for managing a GIS database which can import from DGN CAD data and export to DGN or other GIS output. The toolset developed started with fmw files, became part of a workflow using Microsoft Access as a GUI, and is now a FME Server toolset with a web app interface.
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Let's Get Ready to Wrangle! 6 Steps Towards Data Quality Bliss
Let's Get Ready to Wrangle! 6 Steps Towards Data Quality Bliss
Tips & Tricks for Using FME for Business Intelligence
Tips & Tricks for Using FME for Business Intelligence
Unlocking the Power of Your Data: Working with Databases in FME
Unlocking the Power of Your Data: Working with Databases in FME
FME:23 for the Enterprise - A Deep Dive into Key New Features
FME:23 for the Enterprise - A Deep Dive into Key New Features
Full Stream Ahead: Authoring Workflows for Scalable Stream Processing
Full Stream Ahead: Authoring Workflows for Scalable Stream Processing
FME Server for High Quality On-Demand PDF Printing
FME Server for High Quality On-Demand PDF Printing
Tasks Your Business Should Automate in 2022 That Just Make Sense
Tasks Your Business Should Automate in 2022 That Just Make Sense
Leveraging Generative AI: Exploring New Technology for Data Integration
Leveraging Generative AI: Exploring New Technology for Data Integration
Real-Time Metrics and Distributed Monitoring - Jeff Pierce, Change.org - Dev...
Real-Time Metrics and Distributed Monitoring - Jeff Pierce, Change.org - Dev...
Scaling Ride-Hailing with Machine Learning on MLflow
Scaling Ride-Hailing with Machine Learning on MLflow
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The Latest Advances in Generative AI_ Exploring New Technology for Data Integ...
More from Safe Software
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Essentials of Automations: The Art of Triggers and Actions in FME
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Essentials of Automations: The Art of Triggers and Actions in FME
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Essentials of Automations: Optimizing FME Workflows with Parameters
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
The Zero-ETL Approach: Enhancing Data Agility and Insight
In the ever-evolving landscape of data management, Zero-ETL is an approach that is reshaping how businesses handle and integrate their data. This webinar explores Zero-ETL, a paradigm shift from the traditional Extract, Transform, Load (ETL) process, offering a more streamlined, efficient, and real-time data integration method.
We will begin with an introduction to the concept of Zero-ETL, including how it allows direct access to data in its native environment and real-time data transformation, providing up-to-date information with significantly reduced data redundancy.
Next, we'll take you through several demonstrations showing how Zero-ETL can deliver real-time data and enable the free movement of data between systems. We will also discuss the various tools that support all aspects of Zero-ETL, providing attendees with an understanding of how they can adopt this innovative approach in their organizations.
Lastly, the session will conclude with an interactive Q&A segment, allowing participants to gain deeper insights into how Zero-ETL can be tailored to their specific business needs and how they can get started today.
Join us to discover how Zero-ETL can elevate your organization's data strategy.
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Following the popularity of “Cloud Revolution: Exploring the New Wave of Serverless Spatial Data,” we’re thrilled to announce this much-anticipated encore webinar.
In this sequel, we’ll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR.
Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios.
Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects.
Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you’re building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Following the popularity of "Cloud Revolution: Exploring the New Wave of Serverless Spatial Data," we're thrilled to announce this much-anticipated encore webinar.
In this sequel, we'll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR.
Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios.
Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects.
Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you're building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
Imagine a world where information flows as swiftly as thought itself, making decision-making as fluid as the data driving it. Every moment is critical, and the right tools can significantly boost your organization’s performance. The power of real-time data automation through FME can turn this vision into reality.
Aimed at professionals eager to leverage real-time data for enhanced decision-making and efficiency, this webinar will cover the essentials of real-time data and its significance. We’ll explore:
FME’s role in real-time event processing, from data intake and analysis to transformation and reporting
An overview of leveraging streams vs. automations
FME’s impact across various industries highlighted by real-life case studies
Live demonstrations on setting up FME workflows for real-time data
Practical advice on getting started, best practices, and tips for effective implementation
Join us to enhance your skills in real-time data automation with FME, and take your operational capabilities to the next level.
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
Imagine a world where information flows as swiftly as thought itself, making decision-making as fluid as the data driving it. Every moment is critical, and the right tools can significantly boost your organization's performance. The power of real-time data automation through FME can turn this vision into reality.
Aimed at professionals eager to leverage real-time data for enhanced decision-making and efficiency, this webinar will cover the essentials of real-time data and its significance. We'll explore:
FME's role in real-time event processing, from data intake and analysis to transformation and reporting
An overview of leveraging streams vs. automations
FME's impact across various industries highlighted by real-life case studies
Live demonstrations on setting up FME workflows for real-time data
Practical advice on getting started, best practices, and tips for effective implementation
Join us to enhance your skills in real-time data automation with FME, and take your operational capabilities to the next level.
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Hiring and retaining software development talent is next to impossible for AEC firms and other industries alike.
Join us and guest speakers from HOK, a leader in the AEC industry, as they share their success in navigating the tight talent market through the use of no-code solutions and FME.
Discover how HOK approached the process of building a custom tool to automate the creation of projects and user management for Trimble Connect and ProjectSight.
Using a mix of traditional and no-code in FME, our guest speakers will reveal how the team bridged the resource gap and used the available talent pool, producing the mission-critical web app “Trajectory”.
They will also dive into details, illustrating first-hand how JSON data was used as a “glue” between two development groups.
Learn how embracing FME as a no-code solution can unlock potential within your teams, foster collaboration, and drive efficiency.
Powering Real-Time Decisions with Continuous Data Streams
In an era where making swift, data-driven decisions can set industry leaders apart, understanding the world of data streaming and stream processing is crucial. During this webinar, we'll explore:
Stream Processing Overview: Dive into what stream processing entails and the value it brings organizations.
Stream vs. Batch Processing: Learn the key differences and benefits of stream processing compared to traditional batch processing, highlighting the efficiency of real-time data handling.
Mastering Data Volumes: Discover strategies for effectively managing both high and low volume data streams, ensuring optimal performance.
Boosting Operational Excellence: Explore how adopting data streaming can enhance your organization's operational workflows and productivity.
Spatial Data's Role in Streams: Understand the importance of spatial data in stream processing for more informed decision-making.
Interactive Demos: Watch practical demos, from dynamic geofencing to group-based processing.
Plus, we’ll show you how you can do it without coding! Register now to take the first step towards more informed, timely, and precise decision-making for your organization.
The Critical Role of Spatial Data in Today's Data Ecosystem
In today's data-driven landscape, integrating spatial data is becoming increasingly crucial for organizations aiming to harness the full potential of their data. Spatial data offers unique insights based on location, making it a fundamental component for addressing various challenges across different sectors, including urban planning, environmental sustainability, public health, and logistics.
Our webinar delves into the indispensable role of spatial data in data management and analysis. We'll showcase how omitting spatial data from your data strategy not only weakens your data infrastructure, but also limits the depth of your insights. Through real-world case studies, we'll highlight the transformative impact of spatial data, demonstrating its ability to uncover complex patterns, trends, and relationships.
Join us for this introductory-level webinar as we explore the critical importance of spatial data integration in driving strategic decision-making processes. By the end of the webinar, you'll gain a renewed perspective on how spatial data is essential for confronting and overcoming challenges across various domains.
Cloud Revolution: Exploring the New Wave of Serverless Spatial Data
Once in a while, there really is something new under the sun. The rise of cloud-hosted data has fueled innovation in spatial data storage, enabling a brand new serverless architectural approach to spatial data sharing. Join us in our upcoming webinar to learn all about these new ways to organize your data, and leverage data shared by others. Explore the potential of Cloud Native Geospatial Formats in your workflows with FME, as we introduce five new formats: COGs, COPC, FlatGeoBuf, GeoParquet, STAC and ZARR.
Learn from industry experts Michelle Roby from Radiant Earth and Chris Holmes from Planet about these cloud-native geospatial data formats and how they can make data easier to manage, share, and analyze. To get us started, they’ll explain the goals of the Cloud-Native Geospatial Foundation and provide overviews of cloud-native technologies including the Cloud-Optimized GeoTIFF (COG), SpatioTemporal Asset Catalogs (STAC), and GeoParquet.
Following this, our seasoned FME team will guide you through practical demonstrations, showcasing how to leverage each format to its fullest potential. Learn strategic approaches for seamless integration and transition, along with valuable tips to enhance performance using these formats in FME.
Discover how these formats are reshaping geospatial data handling and how you can seamlessly integrate them into your FME workflows and harness the explosion of cloud-hosted data.
Igniting Next Level Productivity with AI-Infused Data Integration Workflows
Learn where FME meets AI in this upcoming webinar to offer you incredible time savings. This webinar is tailored to ignite imaginations and offer solutions to your data integration challenges. As the new digital era sets sail on the winds of AI, the tangibility of its integration in our daily schema is unfolding.
Segment 1, titled “AI: The Good, the Bad and the FME” by Darren Fergus of Locus, navigates through the realms of AI, scrutinizing its pervasive impact while underscoring the symbiotic potential of FME and AI. Join in an engaging demonstration as FME and ChatGPT collaboratively orchestrate a PowerPoint narrative, epitomizing the alliance of AI with human ingenuity.
In Segment 2, “Integrating GeoAI Models in FME” by Dennis Wilhelm and Dr. Christopher Britsch of con terra GmbH, the spotlight veers towards operationalizing AI in our daily tasks through FME. A practical approach to embedding GeoAI Models into FME Workspaces is unveiled, showcasing the ease of incorporating AI-driven methodologies into your FME workflows, skyrocketing productivity levels.
To follow, Segment 3, "Unleash generative AI on your terms!" by Oliver Morris of Avineon-Tensing. While the prospects of Generative AI are thrilling, security and IT reservations, especially with 'phone home' tools, are genuine concerns. However, with open-source tools, you can locally harness large language models. In this demo, we'll unravel the magic of local AI deployment and its seamless integration into an FME workspace.
Bonus! Dmitri will join us for a fourth segment to tie us off, showcasing what he has been up to this week, including using OpenAI API for texturing in FME, amoung other projects.
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Getting Started with Data Integration: FME Desktop
- 1. Getting Started with Data Integration: FME Desktop
- 2. Meet the Presenters Christian Berger Daragh Broderick Jovita Chan Kailin Opaleychuk
- 3. Company Profile Safe Software Years of solving data challenges 25+ 10,000+ Organizations trusting us worldwide Partners supporting our network 150+ 128 Countries with FME customers
- 4. Our Mission To help you maximize the value of your data.
- 5. FME® Integration Platform Connect. Transform. Automate. FME Desktop FME Server FME Cloud Build & Run Data Workflows Automate Data Workflows (on-premises) Automate Data Workflows (cloud) Get a free trial of FME Desktop and FME Server at safe.com
- 6. Agenda What we’re covering today. ● Reading Data ● Visualizing Data ● Manipulating Data ● Writing Data
- 7. Poll Question What area do you find the most challenging?
- 8. Reading Data
- 9. Connect Data between 450+ systems Extend Capabilities with custom connections, transformers, R & Python Run Workflows locally or publish to FME Server FME Desktop No coding required.
- 13. Adding a Database or Web Connection Save connections to resuse
- 15. Demo
- 16. Q&A
- 17. Visualizing Data
- 18. Visualizing Our Data ● Visualizing the data in you workspace is crucial to developing successful workspace ● It is also great for seeing how you data is manipulated throughout the workspace
- 19. Where can we see our data? ● Our data can be viewed in the Visual Preview and/or the Data Inspector ● Important terms to know; Visual Preview, Feature Caching, Display Control, Data Inspector.
- 20. Viewing Our Data ● Activating Feature Caching ● Finding the Visual Preview Window
- 21. Viewing Spatial Data How does FME visualize Spatial data? ● Graphics View ● Background Maps ● Display Control
- 22. Data Inspector ● Finding more information on our Data ● Using the Data Inspector
- 23. Q&A
- 25. Transformers ● Transformers Overview ● Using Transformers ○ Quick Add Menu ○ Setting Parameters ● Understanding Ports & Attributes ○ Feature Counts ○ Merging vs Joining ○ Exposing Attributes
- 26. Transform Your Data Use any combination of transformers to address all levels of complexity. ● Restructure, filter, calculate and more ● Validate to ensure high quality data ● Adjust workflows to meet changing requirements
- 27. Using Transformers ● Adding Transformers to the Canvas ○ Quick Add Menu ○ Quick Connect ● Setting Transformer Parameters ○ Hard coded values ○ Values from attributes
- 28. Using Transformers ● Creating Formulas ○ Arithmetic Editor ● Concatenating Values ○ Text Editor ■ FME Functions
- 29. Understanding Ports & Attributes ● Port Types ○ Input ○ Output ○ Rejected ● Feature Counts
- 30. ● Types of Attributes ○ User Attributes ○ Format Attributes ● Exposing Attributes Understanding Ports & Attributes
- 31. Q&A
- 32. Writing Data
- 33. Writing Data ● How well do I know my writer format? (Requirements or dependencies) ● Right Click > Help ● Translation status ● Warnings and Error messages
- 34. Reading the Translation Log Red text Important! Blue text Take a look through, are these acceptable? Text Wrap Search the translation log
- 35. Inspecting the Output ● Writer output ● Inspect from feature cache(s) ● Open the output in a native program to view the output
- 36. 36 Fanout Dataset: New file for each group ▪ A fanout is a way to split output data in the writer based upon the value of an attribute such as ‘Neighbourhood name’ or ‘Region ID’ Feature Type: New sheet for each group
- 37. Feature Type Fanout on a Geodatabase Versus a Shapefile
- 38. Feature Type Fanout Shapefile: the writer creates one shapefile for each Neighbourhood into the same folder Geodatabase: the writer creates a feature class in the same .gdb for each Neighbourhood
- 39. Troubleshooting Checklist Do I have any errors or warnings in the Translation Log? Did I get and output and does it make sense? Are these errors or warnings documented in the Community? Where does my translation stop in my workspace? Are my parameters correct? Can I write a simpler sample output instead?
- 40. Tips & Tricks ● Re-run Entire Workspace ● Feature Information Window
- 41. We’re all about free resources FME Community ● Ask how-to questions ● Engage with Safers ● Submit ideas for FME Knowledge & Training Technical Support ● Articles & tutorials ● Live online training ● On-demand resources ● Support cases ● Live chat ● When in doubt… ask us! FME Hub ● Access transformers, templates, connectors, and more "FME sets the standard for support and is the leader by far" - Brad “Very helpful and went above and beyond to help find a solution to my request! A+" - Justin
- 42. Thank you! Any more questions? Type them in or raise your hand if you want to ask a question live on the air.