Image Classification Courses and Certifications

Nvidia

How to Perform Large-Scale Image Classification

1 review

Learn large-scale image classification from Nvidia's Kaggle Grandmasters in under an hour. Gain insights from their winning strategy in the Google Landmark Recognition 2020 competition.

• YouTube
• 54 minutes
• On-Demand
• Free Online Course

Building Image Classification Solutions Using Keras and Transfer Learning

25 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
• 1-2 hours
• On-Demand
• Free Trial Available

Yannic Kilcher

ImageNet Classification with Deep Convolutional Neural Networks - Paper Explained

Explore the deep learning revolution with Yannic Kilcher's concise study of AlexNet's impact on computer vision systems. Learn about CNNs, ImageNet, and multi-GPU training in under an hour.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

rupert ai

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

Dive into computer vision with rupert ai's practical guide to CIFAR10 image classification. Learn to build complex models in under an hour.

• YouTube
• 20 minutes
• On-Demand
• Free Online Course

DigitalSreeni

Classification of MNIST Sign Language Alphabets Using Deep Learning

Learn to classify MNIST sign language alphabets into 25 classes using deep learning with DigitalSreeni. Less than 1-hour workload.

• YouTube
• 22 minutes
• On-Demand
• Free Online Course

Launchpad

Self-Training With Noisy Student Improves ImageNet Classification

Improve your ImageNet classification skills with Launchpad's under 1-hour program. Learn about knowledge distillation, noisy student training, and robustness results.

• YouTube
• 22 minutes
• On-Demand
• Free Online Course

Microcredential

AI Programming with Python

37 reviews

Learn Python, NumPy, Pandas, Matplotlib, PyTorch, Calculus, and Linear Algebra. Learn how to use all the key tools for working with data in Python. See how these mathematical skills visually come to life with a neural network example.

• Udacity
• 2 months 2 weeks 4 days
• On-Demand
• Paid Course

GeoDelta Labs

Introduction to QGIS

10 reviews

Learn to create 3D models, maps, and animations with QGIS in a 7-hour program by GeoDelta Labs. Gain skills in geospatial data visualization, analysis, and conversion.

• YouTube
• 7 hours
• On-Demand
• Free Online Course

Observational Supervision for Medical Image Classification

Learn from Stanford's Khaled Saab about using gaze data for medical image classification in this under 1-hour session. Explore deep learning models, gaze features, and multi-task learning frameworks.

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

Stanford Seminar 2022 - DeepMind's Perceiver and Perceiver IO: New Data Family Architecture

Stanford University offers a seminar on DeepMind's Perceiver, a new AI architecture that processes diverse high-dimensional data, with less than an hour of material.

• YouTube
• 59 minutes
• On-Demand
• Free Online Course

Deep Learning Applications for Computer Vision

59 ratings at Coursera

Explore computer vision and deep learning methods in this 5-week course by the University of Colorado Boulder. Gain hands-on experience with modern machine learning tools and software libraries.

• Coursera
• 22 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

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)

ArcGIS

Imagery and Remote Sensing

6 reviews

Explore GIS technology, image processing, machine learning, and AI with ArcGIS in a 7-hour program. Learn to analyze, manage, and transform raw imagery into authoritative GIS content.

• YouTube
• 7 hours
• On-Demand
• Free Online Course

Complete Guide to TensorFlow for Deep Learning with Python

16843 ratings at Udemy

Learn how to use Google's Deep Learning Framework - TensorFlow with Python! Solve problems with cutting edge techniques!

• Udemy
• 14 hours 10 minutes
• On-Demand
• Paid Course

Complete Tensorflow 2 and Keras Deep Learning Bootcamp

8066 ratings at Udemy

Learn to use Python for Deep Learning with Google's latest Tensorflow 2 library and Keras!

• Udemy
• 19 hours 13 minutes
• On-Demand
• Paid Course