Latest Contributions by CanserinaKurnia

If you are interested to teach with ArcGIS Notebooks, the Esri Learn ArcGIS Team has Teach with ArcGIS Notebooks learn path (6 lessons)  for Educators who would like to incorporate ArcGIS Notebooks in their teaching/courses.   This learn path consists of 6 sequential modules: Enable ArcGIS Notebooks in your organization (PDF lesson – 15 min).   This PDF lesson is intended for the Administrator of your ArcGIS Online, describing how to enable ArcGIS Notebooks capability in the organization.  Hello Notebook! (PDF Lesson – 15 min).  Learn how to create the first notebook in ArcGIS Notebooks, basics operations, create a map, add a layer and save the notebook. Teach Web GIS with ArcGIS Notebooks (PDF lesson – 30 min).   Teach web GIS workflows in ArcGIS Notebooks using python scripting methods.  Learn how to perform analysis in both ArcGIS Online and ArcGIS Notebooks. Convert ArcGIS Notebooks to slides (Video – 2 min).   This video shows how to convert an ArcGIS Notebook into a slideshow for teaching. Deliver a class assignment as an ArcGIS Notebook (Video – 2 min).  This video shows how to use an ArcGIS Notebook to deliver a class assignment. Linking Blackboard LMS to ArcGIS to share Notebooks (Video – 2 min).   This video shows how to share ArcGIS Notebook assignments via the Blackboard LMS.   This learn path helps to easily adopt the Notebooks in your course(s).    Another learn path "Learn Python with ArcGIS Notebooks" contains 8 lessons for the students to learn how to use Python in ArcGIS Notebooks:  Hello, Notebook! ArcGIS Notebooks: terminology, components, and shortcuts ArcGIS Notebook runtimes, environments, and packages Understanding Web GIS Using ArcGIS Notebooks Using arcpy in ArcGIS Notebooks Smart mapping with ArcGIS Notebooks Data visualization with the Spatially Enabled DataFrame Imagery across the platform with ArcGIS Notebooks If you need more info on enabling ArcGIS Notebooks in your organization,  check this related blog More on  FAQ for ArcGIS Notebooks in the Cloud. Feel free to contact me at ckurnia@esri.com, if you have any questions or need some assistance.     ... View more

Deep learning when applied to video and oriented imagery can be groundbreaking and great value is realized when location is added to this equation.   Join webinar: Title: GeoAI with Video and Oriented Imagery Date: July 28, 2020 Time:9:00 - 10:00 am PDT • View the recording • View the slide deck  In this webinar, we will explore how to use ArcGIS GeoEvent Server with NVIDIA's DeepStream to build an enterprise-wide video analytics workflow, that is able to analyze massive amounts of real-time video surveillance feeds for deep traffic analytics. We will also cover how to build an end-to-end oriented imagery feature extraction pipeline using custom computer vision networks and ArcGIS for a variety of use cases such as road sign extraction, optical character recognition, and road condition classification. Past GeoAI webinar on-demand recording links: Imagery Deep Learning Made Easy (on-demand) Text Analytics and Location Intelligence (on-demand) AI for Lidar Feature Extraction (on-demand) Making Predictions with ArcGIS  (on-demand) ... View more

Do you remember how big and exciting Esri UC in San Diego was?  And how easy it was to get lost in many different events and activities?  Moving the UC to a virtual format will have a similar experience.  There will be many sessions, plenary and technical workshops, a virtual expo showcase, sponsors and exhibitors, Map Gallery, networking opportunities, and lots more!    Following are some recommendations to help you plan ahead and save you time.   To get started, please take a moment to open: How to Navigate the 2020 Esri UC (a 7m24s video on YouTube) Esri User Conference Attendee Guide (PDF) Esri User Conference FAQs To navigate sessions in these focused topics: Education Industry Spatial Analysis and Data Science Remote Sensing Developer (web) Developer (Runtime) Activities that may interest you: Esri Science Symposium– Thursday, July 16, 2020 – 6:15 – 7:45 am PDT Higher Education Special Interest Group (SIG) meeting – Thursday, July 16, 2020 starts at 9:15 – 10:15 am PDT.  Higher Education team will be at the Esri Showcase – Education.  Please come and visit us.    Don’t forget the Networking feature among attendees and also join fun activities like Esri UC Virtual Run/Walk 2020 or visit Esri merch store.   Finally, here is the link to  UC full agenda.  If you have not yet register, it is not too late. Here is the info for educators and students on how to register.    Enjoy the Esri UC!  While we miss meeting you in person, we hope to virtually see you there. ... View more

Making Predictions is one of the most important aspects Machine Learning can help with. A lot of these predictions are geospatial ones by design, like predicting high potential areas for retail, predicting disease propagation, or predicting car crash risk per street segment.   ArcGIS has both spatial machine learning algorithms that takes geography inherently into consideration.  It also has a lot of tools that can help prepare spatial data for training by different machine learning frameworks   Join this webinar to learn more about ArcGIS Predictive Modeling capabilities:   Date:  June 16, 2020 Time:  9:00 – 10:00 am PDT Link to register:  https://bit.ly/30dViFt Webinar recording & slide deck: View the recording: https://bit.ly/37ZkvW7 View the slide deck:  https://bit.ly/2VcJ64zhttps://bit.ly/2VcJ64z Additional Resources: Build the same housing valuation model shown in the webinar: https://bit.ly/3dvRhPM View the retail machine learning story map shown in the webinar: https://bit.ly/2Z03jff Try other sample notebooks: https://bit.ly/3etF27P Spatial statistics GitHub resources: https://bit.ly/37TIhmB View the Q&A from webinar: https://bit.ly/2Z0RzJn Join the GeoAI LinkedIn Group, a place for discussions, resources, and news related to artificial intelligence (AI) and location Intelligence: https://bit.ly/2CBe5RB ... View more

Data scientists can now connect ArcGIS Insights to their existing Python and R Kernels. This will enable them to extend their data science capabilities with Spatial Analysis and Visualization, through an easy drag and drop experience.   Join this webinar on Tuesday June 2 nd 9:00 AM PDT.    REGISTRATION More on latest resources, discussions and events related to GeoAI, join GeoAI Group on LinkedIn. ... View more

Integrating Python libraries has never been easier with ArcGIS Notebooks, which provides a Jupyter notebook experience optimized for spatial analysis. ArcGIS Notebooks provides an easy way to combine Python libraries from ArcGIS API for Python, ArcPy, and open-source Python libraries in a single environment, reducing time spent managing dependencies and increasing   Visit this page to request access to the recorded webinar How to Teach with ArcGIS Notebooks in higher education. Attached you'll find the webinar presentation slides. Topics covered in the webinar: Introducing ArcGIS Notebooks Using Notebooks in ArcGIS Pro, ArcGIS Online, and ArcGIS Enterprise Best practices, useful resources, and a case study You'll hear from these presenters: Gregory Brunner - Scientist at Esri and Adjunct Professor at Saint Louis University Shannon Kalisky - Product Manager, Analytics and Data Science, Esri Canserina Kurnia - Solution Engineer, Higher Education, Esri   Request Access to Recording ... View more

Digital Twins are important for efficient local government operations, urban planning and design, transportation, and more. Creation and maintenance of Digital Twin via lidar is expensive and requires constant inflow of human resources and funds to maintain.   In this webinar, we are going to look into the automation of high-fidelity object extraction from lidar point clouds, which allow for faster content acquisition at higher speed and much lower costs.   Topic:  AI for Lidar Feature Extraction Date: Tuesday, May 5 th , 2020 Time: 9:00 – 10:00 am PDT Link to Registration   Topics we’ll be covering: ArcGIS capabilities for lidar processing Preparing training data for model training Training models using arcgis.learn PointCNN Model training using PointNet Post-processing using ArcGIS machine learning Use-cases & demos from different industries Resources Space is limited so please register early. Join GeoAI group on LinkedIn,  the hub for discussions, resources, news and virtual events related to the topic   Link to recording for previous webinar: Imagery Deep Learning Made Easy ... View more

Do you know that almost 80% of the world’s data is unstructured? Unstructured data can be found in emails, speech transcripts, briefings, social media posts, news reports, and many other places   The question is: How can you integrate this data into spatial analysis workflows? Join us on this webinar to explore the latest ArcGIS AI-based Natural Language Processing (NLP) capabilities:   Topic:  Text Analytics and Location Intelligence Date: April 28 th , 2020 Time: 9:00 – 10:00 am PDT Link to Registration   Topics we’ll cover: Introduction to NLP Labeling and preparing training data Extracting entities using ArcGIS.Learn EntityRecongizer Integration with 3rd party NLP frameworks Demos and industry-specific use cases How to start and useful resources   Join GeoAI group on LinkedIn,  the hub for discussions, resources, news and virtual events related to the topic   Link to recording for previous webinar: Imagery Deep Learning Made Easy ... View more