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  • Image Classification

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


  • C

    Coursera

    NLP: Twitter Sentiment Analysis

    Skills you'll gain: Model Evaluation, Model Training, Exploratory Data Analysis, Data Cleansing, Text Mining, Scikit Learn (Machine Learning Library), Probability & Statistics, Natural Language Processing, Data Preprocessing, Social Media Analytics, Data Analysis, Classification Algorithms, Python Programming, Applied Machine Learning, Predictive Analytics, Machine Learning, Automation

    4.6 stars, 376 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (376) · Beginner · Guided Project · Less Than 2 Hours

  • É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing 4: Applications

    Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Image Analysis, Telecommunications, Electrical and Computer Engineering, Electronics Engineering, Embedded Systems, Electronic Hardware, Electronics, Algorithms

    4.7 stars, 87 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (87) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Stanford Online

    AI in Healthcare Capstone

    Skills you'll gain: Model Deployment, Health Informatics, Model Evaluation, Clinical Data Management, Healthcare Ethics, Model Training, Responsible AI, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Data Collection, Applied Machine Learning, Health Information Management, Health Care Procedure and Regulation, Data Ethics, Machine Learning Software, Machine Learning, Patient-centered Care, Artificial Intelligence, Fine-tuning, Performance Tuning

    4.7 stars, 328 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (328) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Open Generative AI: Build with Open Models and Tools

    Skills you'll gain: Generative AI Agents, Model Context Protocol, Retrieval-Augmented Generation, Generative Model Architectures, Fine-tuning, Model Deployment, Responsible AI, Load Balancing, Large Language Modeling, Containerization, AI Security, Docker (Software), Model Optimization, Generative AI, Model Evaluation, Agentic systems, LangChain, Restful API, Data Ethics, Image Quality

    4.3 stars, 6 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.3 (6) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • C

    Coursera

    Breast Cancer Prediction Using Machine Learning

    Skills you'll gain: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Data Access, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning Methods, Classification Algorithms, Machine Learning, Supervised Learning

    4.2 stars, 57 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.2 (57) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of California San Diego

    Meaningful Predictive Modeling

    Skills you'll gain: Model Evaluation, Predictive Modeling, Model Training, Predictive Analytics, Verification And Validation, Statistical Modeling, Model Optimization, Applied Machine Learning, Regression Analysis, Supervised Learning, Python Programming, Text Mining, Classification Algorithms, Natural Language Processing

    4.3 stars, 49 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.3 (49) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • H

    H2O.ai

    Practical Machine Learning on H2O

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Deep Learning, Machine Learning Methods, Autoencoders, Anomaly Detection, Machine Learning Algorithms, Applied Machine Learning, Model Training, Machine Learning, Machine Learning Software, Supervised Learning, Decision Tree Learning, Predictive Modeling, Data Validation, Classification Algorithms, Random Forest Algorithm, Data Import/Export, Model Optimization, Data Manipulation

    4.5 stars, 74 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (74) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Arizona State University

    Electron and Ion Beam Characterization

    Skills you'll gain: Semiconductors, Analytical Testing, Engineering, Scientific, and Technical Instruments, Analytical Chemistry, Materials science, Image Analysis, Laboratory Equipment, Laboratory Research, Quantitative Research, Scientific Visualization, Qualitative Research

    4.8 stars, 18 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (18) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Analytical Solutions to Common Healthcare Problems

    Skills you'll gain: Data Dictionary, Health Informatics, Extract, Transform, Load, Data Synthesis, Analytical Skills, Fraud detection, Data Integration, Data Analysis, Clinical Data Management, Clinical Informatics, Data Wrangling, Data Transformation, Data Processing, Risk Analysis, Data Quality, Classification Algorithms

    4.4 stars, 36 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (36) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Internet of Things V2: Setting up and Using Cloud Services

    Skills you'll gain: Cloud Development, Cloud Applications, Cloud Computing Architecture, Cloud Computing, Amazon Web Services, Cloud-Based Integration, Cloud Infrastructure, Cloud Services, Machine Learning Software, Embedded Software, Internet Of Things, Linux Servers, Amazon Elastic Compute Cloud, Linux Administration, Software Installation, Embedded Systems, AWS Identity and Access Management (IAM), Command-Line Interface, Flask (Web Framework), Image Analysis

    4.6 stars, 43 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (43) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Generative AI for Healthcare

    Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Generative AI, Prompt Engineering Tools, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Artificial Intelligence, Supervised Learning, Machine Learning, Fine-tuning

    3.9 stars, 75 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.9 (75) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Arm

    Getting Started with Machine Learning at the Edge on Arm

    Skills you'll gain: Embedded Systems, Tensorflow, Applied Machine Learning, Data Processing, Embedded Software, Data Preprocessing, Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Artificial Neural Networks, Machine Learning Algorithms, Model Training, Convolutional Neural Networks, Feature Engineering, Computer Vision, Deep Learning, Image Analysis, Machine Learning, Model Deployment, Microarchitecture

    4.2 stars, 9 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.2 (9) · Intermediate · Course · 1 - 3 Months

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

  • NLP: Twitter Sentiment Analysis: Coursera
  • Digital Signal Processing 4: Applications: École Polytechnique Fédérale de Lausanne
  • AI in Healthcare Capstone: Stanford Online
  • Open Generative AI: Build with Open Models and Tools: Coursera
  • Breast Cancer Prediction Using Machine Learning: Coursera
  • Meaningful Predictive Modeling: University of California San Diego
  • Practical Machine Learning on H2O: H2O.ai
  • Electron and Ion Beam Characterization: Arizona State University
  • Analytical Solutions to Common Healthcare Problems: University of California, Davis
  • Internet of Things V2: Setting up and Using Cloud Services: University of California San Diego

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