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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1online degree
250courses

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Explore the Image Analysis Course Catalog

  • Status: Free Trial

    Skills you'll gain: Image Analysis, Matlab, Computer Vision, Automation, Anomaly Detection, Engineering Practices, Data Analysis Software

  • Status: Preview

    University of Colorado Boulder

    Skills you'll gain: Computer Vision, Image Analysis, Tensorflow, Deep Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning, Performance Tuning, Supervised Learning

  • Status: Preview

    Skills you'll gain: Computer Vision, Image Analysis, Machine Learning Methods, Performance Testing, Feature Engineering, Spatial Analysis, Supervised Learning, Machine Learning Algorithms, Deep Learning, Artificial Neural Networks

  • Skills you'll gain: PyTorch (Machine Learning Library), Computer Vision, NumPy, Matplotlib, Deep Learning, Pandas (Python Package), Image Analysis, Python Programming, Artificial Neural Networks, Data Manipulation

  • Status: Preview

    Skills you'll gain: Image Analysis, Computer Vision, Image Quality, Data Processing, Computer Programming, Medical Imaging, Python Programming, Mathematical Modeling, Histogram, Algorithms, Machine Learning Algorithms

  • Skills you'll gain: Computer Vision, Image Analysis, Google Cloud Platform, Deep Learning, Real Time Data, Python Programming, Applied Machine Learning, Development Environment, Machine Learning Algorithms, Data Processing, Performance Tuning, Data Collection, Software Installation

  • Status: Free Trial

    Skills you'll gain: Computer Vision, Image Analysis, Matlab, Applied Machine Learning, Machine Learning, Supervised Learning, Predictive Modeling, Visualization (Computer Graphics), Data Validation, Performance Tuning

  • Status: Free Trial

    Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Supervised Learning, Google Cloud Platform, Feature Engineering, Small Data, Cloud API

  • Status: Preview

    Skills you'll gain: Precision Medicine, Bioinformatics, Image Analysis, Biomedical Technology, Process Driven Development, Medical Imaging, Big Data, Data Science, Data Ethics, Health Informatics, Statistical Modeling, Machine Learning, Natural Language Processing, Data Integration, Network Analysis, Graph Theory, Python Programming

  • Status: New
    Status: Preview

    University of Cambridge

    Skills you'll gain: Criminal Investigation and Forensics, Molecular Biology, Healthcare Ethics, Specimen Collection, Scientific Methods, Biostatistics, Laboratory Techniques, Analytical Testing, Biology, Image Analysis, Emerging Technologies

  • Status: Free Trial

    Columbia University

    Skills you'll gain: Computer Vision, Image Analysis, Dimensionality Reduction, Artificial Neural Networks, Unsupervised Learning, Deep Learning, Graph Theory, Machine Learning Algorithms, Machine Learning, Linear Algebra

  • Status: Free Trial

    Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Image Analysis, Responsible AI, Data Ethics, Computer Vision, Deep Learning, Unsupervised Learning, Information Privacy, Data Synthesis