Image Classification Courses and Certifications

Nvidia

How to Perform Large-Scale Image Classification

9 reviews

Learn how Kaggle Grandmasters built large-scale image classification models for landmark recognition, overcoming challenges of 81,000+ classes. Discover winning strategies, architectures, and techniques for efficient modeling and competition success.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Microcredential

AI Programming with Python

39 reviews

Develop Python skills for AI, covering libraries, linear algebra, calculus, and neural networks. Build an image classifier using PyTorch and explore Transformer models.

• Udacity
• 52 hours
• On-Demand
• Paid Course

rupert ai

Image Classification with CIFAR 10 - Computer Vision Basics Ep. 1 Loading Data

Practical guide to image classification using CIFAR10 dataset. Learn to load data, create DataLoaders, transform images, and visualize the dataset in PyTorch for computer vision tasks.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Exploring Shallow Architectures for Image Classification

Explore shallow architectures for image classification, focusing on Scattering Networks and their potential compared to deep CNNs. Examine geometric arguments in deriving competitive representations.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Eran Feit

Image Classification Using ConvNext - Image Transformers Tutorial

Master image classification with ConvNext in Python using PyTorch and timm. Learn to load pretrained models, transform images, run inference, and visualize predictions in this hands-on tutorial.

• YouTube
• 10 minutes
• On-Demand
• Free Video

Eran Feit

How to Train Xception for Image Classification

Master Xception architecture for ship image classification with data preprocessing, model training, evaluation, and deployment techniques in this hands-on tutorial.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Coursera

Basic Image Classification with TensorFlow

847 ratings at Coursera

Learn to create, train, and evaluate a neural network model for accurate digit prediction from hand-written images using Keras and TensorFlow, while gaining fundamental knowledge of neural networks.

• Coursera
• 2 hours 13 minutes
• On-Demand
• Paid Course

Deep Learning Python Project: CNN based Image Classification

295 ratings at Udemy

Master Image Classification with CNN on CIFAR-10 dataset: A Deep Learning Project for Beginners using Python

• Udemy
• 1 hour 28 minutes
• On-Demand
• Paid Course

Deep Learning Image Classification in PyTorch 2.0

64 ratings at Udemy

Deep Learning | Computer Vision | Image Classification Model Training and Testing | PyTorch 2.0 | Python3

• Udemy
• 4 hours 16 minutes
• On-Demand
• Paid Course

Coursera

Machine Learning with ChatGPT: Image Classification Model

35 ratings at Coursera

Build a machine learning model for image classification using ChatGPT. Learn fine-tuning, data preparation, model architecture, training, and evaluation with the MNIST database of handwritten digits.

• Coursera
• 2 hours 41 minutes
• On-Demand
• Paid Course

Coursera

Image Classification on Autopilot with AWS AutoGluon

Train deep neural networks for image classification using AWS AutoGluon, a powerful library enabling quick prototyping of multiple models with minimal code.

• Coursera
• 1 hour 46 minutes
• On-Demand
• Paid Course

EDUCBA

Image Classification with Keras: Build & Optimize

Master image classification using Keras through hands-on CNN building, transfer learning, data augmentation, and model optimization techniques in Google Colab.

• Coursera
• 2 hours 59 minutes
• On-Demand
• Paid Course

GeoDelta Labs

Introduction to QGIS

24 reviews

Learn QGIS 3 for geospatial analysis: create 3D models, analyze terrain, visualize data, and produce maps. Master essential GIS skills for various applications in this comprehensive introduction.

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

DigitalSreeni

Skin Cancer Lesion Classification Using the HAM10000 Dataset

Learn to classify skin cancer lesions using HAM10000 dataset. Covers data preparation, model building with Auto Keras, and result analysis for 7 types of skin lesions.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Yannic Kilcher

ImageNet Classification with Deep Convolutional Neural Networks - Paper Explained

Detailed explanation of AlexNet, the groundbreaking deep convolutional neural network that revolutionized computer vision and kickstarted the deep learning era in image classification.

• YouTube
• 46 minutes
• On-Demand
• Free Video