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.
76credentials
1online degree
247courses

Explore the Image Analysis Course Catalog

  • Status: Free Trial

    Skills you'll gain: OpenAI, Image Analysis, Generative AI, ChatGPT, LLM Application, Multimodal Prompts, Tool Calling, Application Programming Interface (API), Large Language Modeling, Generative AI Agents, Artificial Intelligence, Natural Language Processing, Computer Vision

  • Status: New
    Status: Preview

    Skills you'll gain: Generative AI, Generative Model Architectures, Software Architecture, Systems Architecture, Machine Learning Methods, PyTorch (Machine Learning Library), Large Language Modeling, Image Analysis, Performance Tuning, Deep Learning, Machine Learning, Artificial Neural Networks, Artificial Intelligence

  • Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Data Mapping, Automation, Artificial Intelligence, Real-Time Operating Systems, Global Positioning Systems, Simulations, Image Analysis, Computer Science, Algorithms, Linear Algebra, Python Programming

  • Skills you'll gain: Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Geographic Information Systems, GIS Software, Spatial Analysis, Environmental Monitoring, Unsupervised Learning, Data Analysis Software, Image Analysis, Global Positioning Systems, Machine Learning, R Programming, Image Quality, Data Processing, Open Source Technology, Data Collection, Data Transformation, Dimensionality Reduction, Data Import/Export

  • 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

  • Skills you'll gain: Tensorflow, Image Analysis, Google Cloud Platform, Computer Vision, Deep Learning, Data Collection, Visualization (Computer Graphics)

  • Status: Free Trial

    Johns Hopkins University

    Skills you'll gain: Research Design, Science and Research, Laboratory Research, Research Methodologies, Statistical Analysis, Data Analysis, Data Collection, Neurology, Psychology, Physiology, Magnetic Resonance Imaging, Image Analysis, Medical Equipment and Technology, Human Learning, Medical Imaging

  • Skills you'll gain: PyTorch (Machine Learning Library), Generative Model Architectures, Deep Learning, Image Analysis, Python Programming

  • Status: Free Trial

    Skills you'll gain: Supervised Learning, Unsupervised Learning, Generative AI, Deep Learning, Image Analysis, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning, Artificial Neural Networks, Computer Vision, Computer Programming, Regression Analysis

  • Status: Free Trial

    Skills you'll gain: Internet Of Things, Product Automation, Control Systems, Robotic Process Automation, Automation, Programmable Logic Controllers, Image Analysis, Computer Vision, Equipment Design, Embedded Software, Engineering, Technical Design, Mechanical Design, Manufacturing Processes, Mechanical Engineering, Electronics

  • 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: Oil and Gas, Petroleum Industry, Big Data, Data Management, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Process Engineering, Geostatistics, Anomaly Detection, Image Analysis, Process Control, Production Process, Energy and Utilities, Machine Learning, Automation, Physical Science, Natural Resource Management, 3D Modeling, Exploratory Data Analysis