Image Classification Courses and Certifications

Classify Images with TensorFlow Convolutional Neural Networks

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn about how to use convolutional neural networks to improve your image classification models.

• Coursera
• 1 hour 15 minutes
• On-Demand
• Paid Course

Intermediate Deep Learning with PyTorch

17 ratings at DataCamp

Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for modeling image and sequential data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Advanced AI Techniques for the Supply Chain

12 ratings at Coursera

Explore advanced ML techniques for supply chain optimization, including neural networks for demand prediction and image classification for quality control.

• Coursera
• 22 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Classify Images of Clouds in the Cloud with AutoML Vision

12 ratings at Coursera

Train a custom image recognition model to identify cloud types using AutoML Vision, no ML expertise required. Hands-on lab in Google Cloud console.

• Coursera
• 2 hours
• On-Demand
• Paid Course

Awwvision: Cloud Vision API from a Kubernetes Cluster

Aprende a usar Kubernetes y Cloud Vision API para clasificar imágenes de Reddit y mostrar los resultados en una aplicación web.

• Coursera
• 45 minutes
• On-Demand
• Paid Course

MathWorks Microcredential

Deep Learning for Computer Vision

Hands-on specialization in deep learning for computer vision, covering image classification, object detection, and advanced techniques. Gain practical skills using MATLAB for real-world applications.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Packt

Building and Training Neural Networks with PyTorch

Master PyTorch for neural networks: classification, CNNs, object detection, style transfer, and RNNs. Hands-on exercises in data preparation, model building, and advanced techniques for image and audio processing.

• Coursera
• 7 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Deep Learning - Recurrent Neural Networks with TensorFlow

Master recurrent neural networks for time series prediction and NLP tasks using TensorFlow. Implement advanced architectures like GRUs and LSTMs for stock forecasting, image classification, and text analysis.

• Coursera
• 5 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Deep Learning with Keras and Practical Applications

Master deep learning with Keras: from wine quality prediction to advanced image classification using CNNs, transfer learning, and GPU acceleration. Optimize models, implement data augmentation, and deploy in real-world scenarios.

• Coursera
• 9 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Deep Learning: Convolutional Neural Networks with TensorFlow

Unlock the potential of deep learning by mastering Convolutional Neural Networks and Transfer Learning with hands-on TensorFlow and Keras experience for image and text classification.

• Coursera
• 4 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

MathWorks

Image Processing Onramp

2 reviews

Learn the basics of practical image processing techniques in MATLAB.

• MATLAB Academy
• 2 hours
• On-Demand
• Free Certificate

NPTEL;  IIT Bombay

Practical Machine Learning with Tensorflow

1 review

We will cover the basics of Tensorflow and Machine Learning in the initial sessions and advanced topics in the latter part. After this course, the students will be able to build ML models using Tensorflow.

• YouTube
• 16 hours
• On-Demand
• Free Video

Using GPUs to Scale and Speed-up Deep Learning

1 review

Training complex deep learning models with large datasets takes along time. In this course, you will learn how to use accelerated GPU hardware to overcome the scalability problem in deep learning.

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Deep Learning with PyTorch Live Course

1 review

Learn PyTorch for deep learning: tensors, gradient descent, linear regression, image processing, neural networks, CNNs, ResNet, regularization, data augmentation, and GANs for image generation.

• freeCodeCamp
• 12 hours
• On-Demand
• Free Video

Deep Learning Using Matlab

1 review

Explore deep learning concepts and implement neural networks, including CNNs, using MATLAB for practical applications in image classification and beyond.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video