Image Classification Courses and Certifications

Nvidia

How to Perform Large-Scale Image Classification

3 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

Building Image Classification Solutions Using Keras and Transfer Learning

28 ratings at Pluralsight

This is a course in which you’ll go all the way from being introduced to image classification to eventually learning how to implement and tune convolutional neural networks.

• Pluralsight
• 1 hour 25 minutes
• On-Demand
• Free Trial Available

Launchpad

Self-Training With Noisy Student Improves ImageNet Classification

Explore advanced image classification techniques using self-training and noisy student methods, improving accuracy and robustness in deep learning models.

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

DigitalSreeni

Classification of MNIST Sign Language Alphabets Using Deep Learning

Learn to classify hand sign language alphabets using deep learning, covering data preparation, model creation, and result analysis for 25 classes.

• YouTube
• 22 minutes
• 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

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

Snorkel AI

Large Language Models Can Help Make Better Image Classifiers

Explore how follow-up differential descriptions enhance zero-shot image classification by tailoring class descriptions, improving performance and addressing ambiguities in datasets.

• YouTube
• 41 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

Object Detection Recognition and Tracking

Computer vision applications can automate and enhance the analysis and interpretation of visual data beyond human capabilities. This course will teach you how image classifiers can perform object detection recognition and tracking using Tensorflow.

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

Neural Networks for Image Classification

Unlock the potential of image classification with neural networks. This course will teach you to extract features, build, and evaluate models using TensorFlow, and explore advanced architectures with transfer learning.

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

Microcredential

AI Programming with Python

38 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
• 3 months 2 weeks 3 days 18 hours 43 minutes
• On-Demand
• Paid Course

GeoDelta Labs

Introduction to QGIS

14 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

ArcGIS

Imagery and Remote Sensing

8 reviews

Learn the basics of observing and understanding our planet with the help of Arc Gis.

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

Observational Supervision for Medical Image Classification

Exploring gaze data as a novel supervision source for training deep learning models in medical image classification, focusing on chest X-rays and brain MRI scans for improved efficiency and accuracy.

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