Geo-Spatial Data Science

B.Tech CSE (DS) Sem VII: Geo-Spatial Data Science [ Syllabus PDF ]

Course Materials (PPTs/PDFs/Handouts):

• 1. Introduction to Geospatial Data

     • Introduction to Geographic Information System (GIS) [ PDF ]

     • Introduction to Geospatial Data [ PDF ]

     • Introduction to Datum [ PDF ]

     • Introduction to Projections [ PDF ]

     • Introduction to Agents [ PDF ]

     • Introduction to PEAS [ PDF ]

  2. Geospatial Data Modeling

     • Geospatial Data Modeling [ PDF ]

  3. Linked Geospatial Data

     • Linked Geospatial Data [ PDF ]

     • Solved Examples 1 [ PDF ] 

  4. Geospatial Visualization

     • Geospatial Visualization [ PDF ]

     • How to use[ PDF ]

  5. Data Ingestion & Big Data

     • Analysis of Variance [ PDF ]

       • Two-way ANOVA Example [ PDF ]

  6. GIS Softwares

     • GIS Softwares [ PDF ]

Lab Experiments  💻  💻 💻  💻 💻  💻 💻  💻 💻 💻

• Guidelines for writing Lab Experiments - Jan 2023 [ PDF ]

• GSD Lab 1 [ PDF ]

• Introduction to Geospatial Data

  • GSD Lab 1 [ PDF ]

  • GSD Lab 2 [ PDF ]

• Geospatial Data Modeling

  • GSD Lab 3 [ PDF ]

  • GSD Lab 4 [ PDF ]

• Linked Geospatial Data

  • GSD Lab 5 [ PDF ]

  • GSD Lab 6 [ PDF ]

• Geospatial Visualization

  • GSD Lab 7 [ PDF ]

  • GSD Lab 8 [ PDF ]

• Data Ingestion & Big Data

  • GSD Lab 9 [ PDF ]

  • GSD Lab 10 [ PDF ]

• GIS Softwares

  • GSD Lab 11 [ PDF ]

  • GSD Lab 12 [ PDF ]

Lab Manual  🏁 🏁 🏁 🏁 🏁 🏁 🏁 🏁 🏁 🏁

• Sample Gray Scale 8-bit BMP Images for experiment [ IMAGE FOLDER ]

• Guidelines for writing DL Lab Experiments - Jan 2023 [ PDF ]

• Machine Learning using Python = Lab Manual - July 2020 [ PDF ]