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Image Classification Courses

Image classification courses can help you learn techniques for identifying and categorizing images, building neural networks, and implementing convolutional neural networks (CNNs). You can also develop skills in data preprocessing, model evaluation, and performance optimization. Many courses introduce tools like TensorFlow and PyTorch, that support training models and deploying AI applications.


Popular Image Classification Courses and Certifications


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    J

    Johns Hopkins University

    Artificial Intelligence for Breast Cancer Detection

    Skills you'll gain: Mammography, Model Evaluation, Model Training, Artificial Intelligence, Bayesian Network, Image Analysis, AI Product Strategy, Machine Learning Methods, Oncology, Artificial Neural Networks, Medical Imaging, Machine Learning, Applied Machine Learning, Deep Learning, Epidemiology

    4.6
    Rating, 4.6 out of 5 stars
    ·
    81 reviews

    Intermediate · Course · 1 - 4 Weeks

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    M

    MathWorks

    Low Code Image Segmentation

    Skills you'll gain: Image Analysis, Matlab, Computer Vision

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edge Impulse

    Computer Vision with Embedded Machine Learning

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Artificial Neural Networks, Embedded Systems, Deep Learning, Model Deployment, Data Ethics, Responsible AI, Model Training, Machine Learning, Computer Programming, Classification Algorithms, Model Evaluation, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    164 reviews

    Intermediate · Course · 1 - 4 Weeks

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    I

    Institut Mines-Télécom

    Traitement d'images : segmentation et caractérisation

    Skills you'll gain: Image Analysis, Computer Vision, Image Quality, Data Processing, Digital Signal Processing, Systems Of Measurement, Data Analysis, Computer Programming, Medical Imaging, Python Programming, Histogram, Algorithms, Machine Learning Algorithms, Applied Mathematics

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Deep Learning - Computer Vision for Beginners Using PyTorch

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

    Intermediate · Course · 1 - 3 Months

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    D

    DeepLearning.AI

    Réseaux neuronaux convolutifs

    Skills you'll gain: Convolutional Neural Networks, Computer Vision, Keras (Neural Network Library), Image Analysis, Deep Learning, Transfer Learning, Artificial Neural Networks, Tensorflow, Dimensionality Reduction, Fine-tuning, Model Training, Network Architecture

    Intermediate · Course · 1 - 4 Weeks

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    C

    Coursera

    Optimize Vision Datasets: Augment and Analyze

    Skills you'll gain: Transfer Learning, Model Training, Model Optimization, Image Quality, Computer Vision, Image Analysis, Data Pipelines, Data Transformation, Data Manipulation, Exploratory Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Annotate and Analyze Objects for Vision

    Skills you'll gain: Image Analysis, Model Optimization, Quality Assurance, Quality Assessment, Packaging and Labeling, Verification And Validation, Unsupervised Learning, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Corporate Finance Institute

    Classification - Fundamentals & Practical Applications

    Skills you'll gain: Classification Algorithms, Model Evaluation, Machine Learning Algorithms, Model Training, Logistic Regression, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Analytics, Advanced Analytics, Machine Learning, Scikit Learn (Machine Learning Library), Performance Metric

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    C

    Coursera

    Process Images & Extract Motion Features

    Skills you'll gain: Data Preprocessing, Computer Vision, Image Analysis, Model Training, Data Transformation, NumPy, Color Theory

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Preparing Images for AI Models

    Skills you'll gain: Image Quality, Data Preprocessing, Data Cleansing, Model Training, Data Quality, Generative AI, Fine-tuning, Data Collection, Data Wrangling, Data Transformation, Data Ethics, Data Integrity, Data Management, Metadata Management

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Image Classification on Autopilot with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Image Analysis, Deep Learning, Model Evaluation, Model Training, Computer Vision, Applied Machine Learning, Model Optimization, Plot (Graphics), Machine Learning, Python Programming, Data Science

    Intermediate · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular image classification courses

  • Artificial Intelligence for Breast Cancer Detection: Johns Hopkins University
  • Low Code Image Segmentation: MathWorks
  • Computer Vision with Embedded Machine Learning: Edge Impulse
  • Traitement d'images : segmentation et caractérisation: Institut Mines-Télécom
  • Deep Learning - Computer Vision for Beginners Using PyTorch: Packt
  • Réseaux neuronaux convolutifs: DeepLearning.AI
  • Optimize Vision Datasets: Augment and Analyze: Coursera
  • Annotate and Analyze Objects for Vision: Coursera
  • Classification - Fundamentals & Practical Applications: Corporate Finance Institute
  • Process Images & Extract Motion Features: Coursera

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