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

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Matplotlib, Generative AI, NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Applied Machine Learning, Integrated Development Environments, Pandas (Python Package), Python Programming, Machine Learning, Development Environment, Event-Driven Programming, Programming Principles, Computer Programming

  • Status: Free Trial

    Skills you'll gain: Computer Vision, Dashboard, IBM Cloud, Responsible AI, Artificial Intelligence, Data Ethics, Image Analysis, Cloud Computing, Application Development, Interactive Data Visualization, Business Workflow Analysis, Data Manipulation, No-Code Development, ChatGPT, Artificial Neural Networks, Cloud Applications, Self Service Technologies, Application Programming Interface (API), Data Structures, WordPress

  • 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

  • Status: Free Trial

    University of Colorado Boulder

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

  • Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Electrical Engineering, Image Quality, Engineering Analysis, Image Analysis, Numerical Analysis, Design Software, Simulation and Simulation Software, Mathematical Modeling, Applied Mathematics, Physics, Differential Equations

  • Status: Free Trial

    Skills you'll gain: Tensorflow, Generative Model Architectures, Deep Learning, Image Analysis, Bayesian Statistics, Artificial Neural Networks, Machine Learning, Unsupervised Learning, Probability & Statistics, Dimensionality Reduction

  • 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: Image Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Wrangling, Operations Research, NumPy, Demand Planning, Data Manipulation, Feature Engineering, Supervised Learning, Inventory Management System, Supply Chain, Applied Machine Learning, Machine Learning Methods, Inventory Management, Trend Analysis, Data Visualization, Machine Learning, Data Science, Data Analysis

  • Status: Free Trial

    Duke University

    Skills you'll gain: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, Predictive Modeling, Data-Driven Decision-Making, Statistical Modeling, Python Programming, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Applied Machine Learning, Image Analysis, Machine Learning Methods, Deep Learning, Visualization (Computer Graphics), Plot (Graphics), Artificial Neural Networks

  • Status: Free Trial

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, Deep Learning, Unsupervised Learning, Natural Language Processing, Responsible AI, Time Series Analysis and Forecasting, Data Visualization, Supervised Learning, Image Analysis, Machine Learning, Text Mining, Computer Vision, Data Processing, Artificial Intelligence, Scatter Plots, Data Visualization Software, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML)

  • Status: Preview

    École Polytechnique Fédérale de Lausanne

    Skills you'll gain: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, Semiconductors, Failure Analysis, Laboratory Equipment, Physics, Image Analysis, Mathematical Modeling

  • Status: Preview

    Skills you'll gain: Computer Vision, Keras (Neural Network Library), Image Analysis, Deep Learning, Artificial Neural Networks, Tensorflow, Dimensionality Reduction, Visualization (Computer Graphics), Applied Machine Learning, Network Architecture, Algorithms

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  • Google Cloud
  • DeepLearning.AI
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  • University of Colorado Boulder
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  • Duke University