Geospatial Analysis using AI & ML
This course dives into advanced geo-spatial analysis using AI & ML, covering machine learning basics, data preprocessing, model training, and classification.
After the Course you'll be familiar with
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SVM & K-NN
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Bagging and Boosting
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ANN & CNN
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Matplotlib, Seaborn
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Shape files, GeoTIFF
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Landslide Susceptibility Mapping
Both online and offline(Bangalore and Thiruvananthapuram) mode available with customized class timings
Doubt clearing sessions with personalized assistance
Trainers with 5+ years of hands-on experience in various aspects of Geospatial Technology
Duration-45 Days/90Hrs.
Monday-Friday
What you'll learn
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Definition and Scope of Machine Learning
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Machine Learning and its types: Supervised, Unsupervised, Reinforcement Learning
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Supervised Learning Algorithms
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Preprocessing Data for Machine Learning
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Model Training and Classification
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Data Visualization & Validation
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Spatial Data Gathering and Preparation
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Spatial Data Cleaning and Pre-processing
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Geo-spatial Analysis Libraries
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Splitting Training and Testing Data
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Classification and Model Building
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Model Evaluation and Validation
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Applying Built Models to Spatial Layers
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Data Visualization and Prediction Map
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Course Tools and Exercises
Automating NDVI Using Python
Course Content
Advance Geo-Spatial Analysis using AI & ML
Exploring Geo-Spatial Python Libraries
Prerequisites
knowledge in ArcMap & ArcGIS pro, QGIS
Top Companies who hire GIS Professionals
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Live Project and Placement Support
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Live project work with our team
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Publication of Reputed Conferences and Journals
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Industrial Internship & Research
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Field Based Studies
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Projects, Labs for Practice, Assignments and Assessments
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100% Placement support guaranteed
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We'll refer you to top MNCs who are hiring GIS professionals, like Cognizant, Accenture, DeduceTech, Wipro, and many more.
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We'll prepare you for the interview