Image Analysis

Image Analysis is a technique that enables computers to interpret and make decisions based on visual data. Coursera's Image Analysis skill catalogue teaches you how to enable computers to extract valuable insights from images or videos. You'll learn techniques ranging from simple image processing, object and feature detection, image segmentation to complex methods for object recognition, image synthesis, and 3D vision. Gain a deeper understanding of convolutional neural networks, deep learning, and computer vision models. This skill can be applied in various fields such as healthcare, autonomous vehicles, surveillance, and social media.
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Explore the Image Analysis Course Catalog

  • Status: New
    Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Image Analysis, Computer Vision, Computer Graphics, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Visualization (Computer Graphics), Generative Model Architectures, Artificial Intelligence, Data Ethics, Computational Thinking, Generative AI, Applied Machine Learning, Unsupervised Learning, Linear Algebra, Data Processing, Data Transformation, Dimensionality Reduction, Probability Distribution

  • Status: Free Trial

    Skills you'll gain: Image Analysis, Image Quality, Matlab, Computer Vision, Automation, Anomaly Detection, Spatial Data Analysis, Data Processing, Engineering Practices, Water Sustainability, Medical Imaging, Spatial Analysis, Data Manipulation, Histogram, Exploratory Data Analysis, Quantitative Research, Data Analysis Software, Analysis, Data Import/Export, Algorithms

  • Skills you'll gain: Computer Vision, Image Analysis, Jupyter, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Machine Learning Algorithms, Machine Learning, Computer Programming, Cloud Development, Visualization (Computer Graphics), Cloud Applications, Data Processing, Application Deployment, Algorithms

  • Status: Free Trial

    Skills you'll gain: Computer Vision, Image Quality, Image Analysis, Computer Graphics, 3D Modeling, Photography, Virtual Reality, Visualization (Computer Graphics), Medical Imaging, Artificial Neural Networks, Unsupervised Learning, Graph Theory, Dimensionality Reduction, Mathematical Modeling, Estimation, Machine Learning Algorithms, Color Theory, Algorithms, Automation Engineering, Electronic Components

  • Status: Free Trial

    Skills you'll gain: Image Analysis, Image Quality, Matlab, Computer Vision, Spatial Data Analysis, Data Processing, Water Sustainability, Data Manipulation, Histogram, Exploratory Data Analysis, Quantitative Research, Analysis, Data Import/Export, Metadata Management, Algorithms

  • Status: Free Trial

    Skills you'll gain: Image Analysis, Data Visualization Software, Machine Learning Methods, Matlab, Applied Machine Learning, Scatter Plots, Dimensionality Reduction, Classification And Regression Tree (CART), Data Analysis, Histogram, Data Processing, Computer Vision, Regression Analysis, Digital Communications

What brings you to Coursera today?

  • Status: Preview

    Skills you'll gain: Medical Imaging, Magnetic Resonance Imaging, Image Analysis, X-Ray Computed Tomography, Data Import/Export, Biomedical Engineering, Matlab, Computer Vision, Deep Learning, Software Visualization, Machine Learning

  • Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Computer Vision, Python Programming

  • Status: Free Trial

    Columbia University

    Skills you'll gain: Image Quality, Image Analysis, Computer Vision, Photography, Color Theory, Computer Graphics, Visualization (Computer Graphics), Electronic Components, Semiconductors, Algorithms, Advanced Mathematics, Applied Mathematics

  • Status: Preview

    UNSW Sydney (The University of New South Wales)

    Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Computer Vision, Spatial Analysis, Machine Learning, Dimensionality Reduction, Linear Algebra, Deep Learning, Data Validation, Supervised Learning, Probability & Statistics, Artificial Neural Networks

  • Status: New
    Status: Free Trial

    Skills you'll gain: PySpark, Apache Spark, Customer Analysis, Big Data, Data Processing, Advanced Analytics, Statistical Modeling, Text Mining, Customer Insights, Data Mining, Data Transformation, Unstructured Data, Predictive Modeling, Simulation and Simulation Software, Data Manipulation, Marketing Analytics, Image Analysis, Risk Analysis

  • Status: Preview

    Skills you'll gain: Image Analysis, Digital Communications, Computer Vision, Visualization (Computer Graphics), Medical Imaging, Electrical and Computer Engineering, Telecommunications, Spatial Analysis, Matlab, Mathematical Modeling, Color Theory, Applied Mathematics

What brings you to Coursera today?

Leading partners

  • Google Cloud
  • DeepLearning.AI
  • Packt
  • Johns Hopkins University
  • MathWorks
  • University of Colorado Boulder
  • Pearson
  • Duke University