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 Processing Course Catalog

  • Status: Free Trial

    University of California San Diego

    Skills you'll gain: Image Analysis, Mobile Development, Python Programming, Internet Of Things, Image Quality, Embedded Software, Development Environment

  • Status: Free Trial

    Skills you'll gain: Reinforcement Learning, Generative Model Architectures, Deep Learning, Unsupervised Learning, Image Analysis, Artificial Neural Networks, Keras (Neural Network Library), Machine Learning Algorithms, Machine Learning, Artificial Intelligence, Computer Vision, Applied Machine Learning, Dimensionality Reduction, Natural Language Processing

  • Status: Free Trial

    University of Illinois Urbana-Champaign

    Skills you'll gain: Data Mining, Big Data, Anomaly Detection, Text Mining, Unstructured Data, Spatial Analysis, Advanced Analytics, Statistical Methods, Image Analysis, Algorithms, Information Privacy

  • Status: Preview

    Skills you'll gain: Image Analysis, Computer Vision, NumPy, Python Programming, Scientific Visualization, Mathematical Modeling, Applied Mathematics

  • Status: Preview

    Rutgers the State University of New Jersey

    Skills you'll gain: Data Analysis Software, Image Analysis, Scientific Visualization, Spatial Analysis, Science and Research, Physics, Physical Science, General Science and Research, Scientific Methods

  • Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Electrical Engineering, Engineering Calculations, Engineering, Scientific, and Technical Instruments, System Requirements, Simulation and Simulation Software, Image Analysis, System Design and Implementation, Equipment Design, Engineering Design Process, Performance Tuning, Systems Engineering, Design Software, Systems Analysis, Laboratory Equipment, Applied Mathematics, Physics, Computer-Aided Design, Graphical Tools, Mathematical Modeling, Scientific Visualization

  • Status: Free Trial

    Skills you'll gain: Unsupervised Learning, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Exploratory Data Analysis, Deep Learning, Microsoft Azure, Data Visualization, Regression Analysis, Predictive Modeling, Data Analysis, Image Analysis, Pandas (Python Package), Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Classification And Regression Tree (CART), Data Science, MLOps (Machine Learning Operations), Machine Learning, Tensorflow, Artificial Neural Networks

  • Skills you'll gain: PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Artificial Neural Networks, Medical Imaging, Machine Learning, Computer Vision, X-Ray Computed Tomography

  • Status: Preview

    Skills you'll gain: Materials science, Cell Biology, Microbiology, Biomedical Technology, Molecular, Cellular, and Microbiology, Laboratory Equipment, Laboratory Techniques, Electronics, Analytical Chemistry, Image Analysis, Specimen Preparation

  • Skills you'll gain: Tensorflow, Image Analysis, Computer Vision, NumPy, Data Processing, Feature Engineering, Google Cloud Platform, Deep Learning, Cloud Computing

  • Skills you'll gain: Applied Machine Learning, Google Cloud Platform, Cloud Applications, Image Analysis, Cloud Storage, Predictive Modeling, Data Import/Export

  • Status: Free Trial

    Skills you'll gain: Large Language Modeling, LangChain, LLM Application, Generative AI, OpenAI, Web Applications, Application Development, Flask (Web Framework), Python Programming, Natural Language Processing, Prompt Engineering, Front-End Web Development, Image Analysis