Image Classification Courses and Certifications

Full-Stack Deep Learning with Python

47 ratings at LinkedIn Learning

Increase your knowledge and get a hands-on understanding of full-stack deep learning with Python.

• LinkedIn Learning
• 1 hour 58 minutes
• On-Demand
• Free Trial Available

AI Projects with Python, TensorFlow, and NLTK

40 ratings at LinkedIn Learning

Supercharge your technical know-how and start building AI projects using Python, TensorFlow, and NLTK.

• LinkedIn Learning
• 24 minutes
• On-Demand
• Free Trial Available

Building Deep Learning Models Using PyTorch

34 ratings at Pluralsight

PyTorch is an open source deep learning framework originally developed by the AI teams at Facebook. PyTorch offers high-level APIs which make it easy to build neural networks and great support for distributed training and prediction.

• Pluralsight
• 3-4 hours
• On-Demand
• Free Trial Available

IIT Guwahati;  NPTEL

Computer Vision And Image Processing - Fundamentals And Applications

Explore fundamental concepts and applications of computer vision and image processing, from image formation to advanced techniques like object tracking and neural networks.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Mining Data from Images

23 ratings at Pluralsight

OpenCV is a widely-used data science and machine learning software library. This course will teach you the basics of Image Processing and Analysis using OpenCV with Python, including feature detection, image classification, and object detection.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available

Image Classification with PyTorch

20 ratings at Pluralsight

This course covers the parts of building enterprise-grade image classification systems like image pre-processing, picking between CNNs and DNNs, calculating output dimensions of CNNs, and leveraging pre-trained models using PyTorch transfer learning.

• Pluralsight
• 3-4 hours
• On-Demand
• Free Trial Available

IGNOU;  Chhattisgarh Swami Vivekanand Technical University

Image Processing Using Python

Comprehensive Python-based image processing course covering manipulation, enhancement, segmentation, and advanced techniques like deep learning and medical imaging.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Literacy Essentials: Core Concepts Generative Adversarial Network

14 ratings at Pluralsight

This course will teach you the theory and code behind General Adversarial Networks (GANs). GANs are self-evaluating and self-improving networks that can create the stunning results you see in generated photos, videos, and sounds.

• Pluralsight
• 33 minutes
• On-Demand
• Free Trial Available

Learn to build convolutional neural networks, preprocess image data, and use filter and pooling layers for effective image classification with TensorFlow.

• Codecademy
• 2 hours
• On-Demand
• Free Trial Available

Build an Image Classifier with Microsoft Azure Cognitive Service

12 ratings at Pluralsight

Creating a tailored computer vision model can be long, complex, and require a full team of researchers. This course will teach you how to create a state of the art custom image classifier model in Microsoft Azure Custom Vision with just a few clicks.

• Pluralsight
• 58 minutes
• On-Demand
• Free Trial Available

Microsoft Azure Cognitive Services: Custom Vision API

12 ratings at Pluralsight

The Custom Vision Service is a machine learning algorithm, provided as a service, supporting image classification for the subject of your choice. This course will show you how to train a model and to integrate it into a variety of applications.

• Pluralsight
• 1 hour 32 minutes
• On-Demand
• Free Trial Available

Designing and Implementing Solutions Using Google Cloud AutoML

10 ratings at Pluralsight

Google Cloud AI offers a wide range of machine learning services. AutoML features cutting-edge technology which uses your training data to find the best model for your use case. In this course, you'll learn to build a custom machine learning model.

• Pluralsight
• 1 hour 41 minutes
• On-Demand
• Free Trial Available

iOS App Development: Core ML

9 ratings at LinkedIn Learning

This course provides an introduction to the Core ML framework, and the advantages of using machine learning models, computer vision, and natural language processing in modern apps.

• LinkedIn Learning
• 1 hour 40 minutes
• On-Demand
• Free Trial Available

IIT Roorkee;  NPTEL

Remote Sensing Essentials

Explore satellite-based remote sensing and digital image processing technologies, covering EM spectrum, sensors, platforms, image enhancement, classification, and applications in various fields.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

NPTEL;  IIT Bombay

Microwave Remote Sensing in Hydrology

Learn microwave remote sensing fundamentals, image processing with Python, and applications in hydrology and meteorology. Ideal for researchers, students, and professionals in remote sensing and water resources.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course