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Online Course

Spatial Data Science: The New Frontier in Analytics

Esri via Independent

Overview

Use location to find patterns and tackle complex problems.

Spatial data science allows analysts to extract deeper insight from data using a comprehensive set of analytical methods and spatial algorithms, including machine learning and deep learning techniques. This course explores the application of spatial data science to uncover hidden patterns and improve predictive modeling. You'll work with powerful analytical tools in Esri's ArcGIS software and learn how to integrate popular open data science packages into your analyses.

 

 

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Reviews

4.9 rating, based on 27 reviews

Start your review of Spatial Data Science: The New Frontier in Analytics

  • Profile image for Kaushal Chapagain
    Kaushal Chapagain

    Kaushal Chapagain completed this course.

    The course is one of the best course that i have done. It includes videos which are very concise, insightful and entertaining. The exercise steps are very easy to follow avoiding ambiguity. The additional exercise (or called stretch goals in the course)...
  • Anonymous

    Anonymous completed this course.

    I enjoyed the ArcGIS Story- I got steadily engrossed while reading the story "In the Shadow of a Volcano”. How beautifully it is written, each sentence connects to the real-world scenario and adding maps and photos were simply tip on that. I understand that analysis can be more effective and approachable if a tale is attached to it. I also loved that how Hot Spot Analysis, Deep Learning and Finding Patterns can help the predictions. Great work done by team. Thanks for your effort!!!
  • Anonymous

    Anonymous completed this course.

    This course was extremely helpful in understanding what place "spatial" takes in machine learning. It definitely requires some stats/modeling experience, although most concepts were explained simply and effectively. The course takes you through all four stages of a data science project: ETL, training, inferencing, and sharing the results. I especially liked how much focus the course gave to the art of storytelling.
  • Anonymous

    Anonymous is taking this course right now.

    Very helpful and insightful course in spatial data science. I enjoyed the videos and exercises that was put together by the team. Introduction to spatial data science concepts and techniques were easy to understand along with examples provided. Overall, a great course and and is highly recommended. Thanks Esri!
  • Anonymous

    Anonymous completed this course.

    Special Data Science is a course that I would recommend for all data science enthusiasts. The course learning materials and exercises provided ensure that the learner gains the hands-on skills from the course.
  • Anonymous

    Anonymous completed this course.

    The course is very good, one of the best I have attended. The team of intructors is excelente and the concepts they share are of great value. The exrecises are well planned to meet the goals.
  • Xenofon Karagiannis completed this course, spending 2 hours a week on it and found the course difficulty to be easy.

    This course is an overview of some of the endless number of tools offered by ArcGIS. The course includes weekly short videos and one or two practical exercises on ArcGIS. The video lessons are really... gentle. They don't include technical details or...
  • Anonymous

    Anonymous completed this course.

    I wasn't sure what to expect going into the course; however, I found much of the provided material, especially the tutorial exercises to be extremely well prepared and compiled. This was not true for 100% of the material and I found some to be more...
  • Anonymous

    Anonymous completed this course.

    Hi,

    I have taken this course and never regretted it! It is one of the best I have ever participated in. The clarity of language in the training materials is commendable! Esri trainers have made technical concepts sound very simple for any learner of whatever level as far as spatial data science is concerned. The practicality aspect in the training exercises has cemented the understanding of how analytics taught apply in the real world. I believe with this level of understanding, any learner who takes this course will be able to interpret analysis results of tools taught to whatever audience ranging from technical, executives or decision makers to the general public.
  • Luís Chambel Cardoso

    Luís Chambel Cardoso completed this course.

    Data analysis is a key part of my work for over three decades (do you remember ArcView 1.0 and 2.1? I do...).

    I have recently decided to update my knowledge (with a course on R, an ongoing MOOC on the Copernicus system and this MOOC). ESRI's MOOC on Spatial Data Science has been instrumental on tying everything together (my past knowledge and experience and the courses I am taking).

    The course opened my perspective on the ARCGIS Pro capability as bridging tool between spatial data, data science tools (including R and Python) and the decision process in real life.

    It's my first ESRI MOOC; it won't be last.
  • Anonymous

    Anonymous completed this course.

    Very good course, I would recommend to any spatial analyst / data scientist or to non-spatial data scientists! For the first group there are many great resources and explanations to understand statistics and AI concepts as well as an opportunity to think about designing how you communicate analysis results to the wider audience. For non-spatial data scientist it is a great showcase of Esri products and how simple it can be to conduct an analysis. Love the real life exercises and the hands-on approach.
  • Anonymous

    Anonymous completed this course.

    great opportunity to get involved not only in data science BUT in spatial data science. Lauren and her team give a great overview and insights in cutting edge techniques and tools that are used among the data science and GIS community.

    strongly recommend to every GIS professional. looking forward to have an Esri certificate specifically for Spatial Data Science one day!
  • Brad Nesom completed this course.

    This was a good indepth course introducing machine learning and analytics to novice users.
    The detail oriented exercises do a great job of help students successfully complete analysis.
    Using the course to understand how to apply these is useful. The only gap is learning when to apply which. I liked the course materials.
  • Anonymous

    Anonymous completed this course.

    I found it to be a very productive course because of the variety and depth of the knowledge I was exposed to. I feel like in this course I learned about many topics, including something about deep learning libraries and tools, Jupyter Notebooks, ArcGIS PRO, ArcGIS Online, Story maps and more.
  • Anonymous

    Anonymous completed this course.

    Very nice introduction in the world of Spatial Data Science.
    With free access to Esri software and ArcGIS Online, it is possible for everyone to join this course.
    Exercises covered the subject of the lessons and there are lots of links to more detailed documentation.
  • Anonymous

    Anonymous completed this course.

    I need to thanks you guys ! Special Data Science is a course that I would recommend for all data science working in smart and energetic manner. The course was accompanied by skill professionals and the learning materials and exercises amusing and well done.
  • Anonymous

    Anonymous completed this course.

    Great intro to statistics, spatial statistics (which you are interested in, and didn't even know until this course), probability, and a shallow swim through AI and deep learning. Also a fairly thorough introduction to Arc story maps.
  • Anonymous

    Anonymous completed this course.

    This course will convince the last "doubter" (or ArcMap user) to use ArcPro. Detailed exercises, excellent explanatory videos by ESRI staff help to understand concepts, practice analysis skills and show the power of ArcPro.
  • Adediwura Joseph Adelabu

    Adediwura Joseph Adelabu completed this course, spending 10 hours a week on it and found the course difficulty to be easy.

    Esri did a very good job in putting the course together. definitely recommend this course again for anyone in this field to explore. The course made data science activity easy as you have all you need from one source.
  • Anonymous

    Anonymous completed this course.

    Thank you for this great course which is very well designed! I recommend it to everyone who are interested in spatial analysis and data science.

    Many thanks for all the hard work and this community!

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