Image Recognition Courses and Certifications

Amazon Web Services;  Amazon

AWS SimuLearn: Use Gen AI to Build an Image Recognition System

Design and build an image recognition solution on AWS through an AI-guided customer scenario and hands-on lab.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Input, Processing and Output of Massive Metadata from Image Recognition

Explore reactive computing, streaming ML, and deep learning for image recognition. Learn about serverless architecture and real-time data processing with a live demo of software engineering integration.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

SF Python

Image Recognition Using OpenAI, Streamlit and Snowflake

Discover how to build image recognition applications by combining PyTorch, OpenAI, Streamlit, and Snowflake in this practical demonstration of modern AI integration.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Career Certificate

Building a Sketch Recognition System with CNN

Build an end-to-end sketch recognition system with convolutional neural networks, from preparing drawing data through model training, evaluation, and a user interface.

• CodeSignal
• 6 hours
• Self-Paced
• Free Certificate
• 4 courses

Coursera

Basic Image Classification with TensorFlow

848 ratings at Coursera

Build, train, and evaluate a neural network with Keras on a TensorFlow backend to classify hand-written digit images with high accuracy.

• Coursera
• 2 hours 13 minutes
• Self-Paced
• Paid Course

Nvidia

How to Perform Large-Scale Image Classification

9 ratings

Learn how Kaggle Grandmasters built large-scale image classifiers for the 81,000-class Google Landmark Recognition competition.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Coursera

Machine Learning with ChatGPT: Image Classification Model

36 ratings at Coursera

Use ChatGPT to build an image classification model on the MNIST handwritten digit database: load and split data, define the architecture, train, and evaluate performance.

• Coursera
• 2 hours 41 minutes
• Self-Paced
• Paid Course

MathWorks

Introduction to Deep Learning for Computer Vision

20 ratings at Coursera

Train image classification models with no prior deep learning knowledge: retrain GoogLeNet and ResNet, visualize what networks look at, tune training options, and classify ASL letters.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Classify Images of Clouds in the Cloud with AutoML Vision

13 ratings at Coursera

Train a custom AutoML Vision image recognition model in the Google Cloud console to classify photos of cloud types such as cumulus and cumulonimbus.

• Coursera
• 2 hours
• Self-Paced
• Paid Course

Coursera

Build a Machine Learning Image Classifier with Python

11 ratings at Coursera

Build an image classifier in Python with Colab: load and preview data, preprocess and normalize it, then train and test the model on a custom image.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Coursera

Pneumonia Classification using PyTorch

11 ratings at Coursera

Fine-tune a pretrained EfficientNet model in PyTorch on 5,600 chest X-ray images and write a simple trainer to classify scans as pneumonia or normal.

• Coursera
• 2 hours 25 minutes
• Self-Paced
• Paid Course

Identify Horses or Humans with TensorFlow and Vertex AI

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you use convolutions to recognize features in an image where the subject can be anywhere in the image!

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Coursera

Image Classification on Autopilot with AWS AutoGluon

Train several deep neural network models to classify images with AutoGluon, the automated library behind AWS SageMaker Autopilot, using only a few lines of code.

• Coursera
• 1 hour 46 minutes
• Self-Paced
• Paid Course

EDUCBA

Image Classification with Keras: Build & Optimize

Build and optimize image classifiers in Keras: set up Google Colab, prepare datasets, apply transfer learning and image augmentation, visualize CNN layers, and retrain for accuracy.

• Coursera
• 2 hours 59 minutes
• Self-Paced
• Paid Course

Packt

Building a X-Ray Image Classifier

Build a PyTorch CNN in a hands-on code-along to preprocess chest X-rays, detect pneumonia, and evaluate performance with accuracy and F1 score.

• Coursera
• 1 hour
• Self-Paced
• Paid Course