ResNet Courses and Certifications

CodeEmporium

ResNet - Explained

Discover ResNet architecture and skip connections to solve vanishing gradients and performance degradation in deep neural networks with practical code examples.

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

Roboflow

ResNet Image Classification - Build and Deploy an Automated Inspection System

Master ResNet image classification to build automated quality inspection systems that detect defects and evaluate pass/fail criteria in production environments.

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

Eran Feit

Knee Osteoarthritis Detection and Classification using ResNet

Master ResNet152V2 for knee osteoarthritis detection using TensorFlow and Keras, covering data preprocessing, model training with callbacks, and evaluation with confusion matrices.

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

Institute for Pure & Applied Mathematics (IPAM)

Trustworthy Deep Learning

Explore robust, accurate, efficient, and private deep learning with theoretical guarantees, drawing insights from differential equations for trustworthy AI applications.

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

Code With Aarohi

Explained Identity Block and Convolution Block in ResNet - Residual Networks

Practical explanation of identity and convolutional blocks in ResNet, including line-by-line code breakdown and discussion of residual concepts in deep learning architectures.

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

Steve Brunton

Neural ODEs - From ResNet to Continuous-Time Machine Learning

Explore Neural ODEs: a powerful machine learning approach for learning ODEs from data. Discover its advantages over ResNet and extensions like HNNs and LNNs.

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

Deep Learning: Advanced Computer Vision (GANs, SSD, +More!)

6991 ratings at Udemy

VGG, ResNet, Inception, SSD, RetinaNet, Neural Style Transfer, GANs +More in Tensorflow, Keras, and Python

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

Complete Computer Vision Bootcamp With PyTorch & Tensorflow

990 ratings at Udemy

Learn Computer Vision with CNN, TensorFlow, and PyTorch — Master Object Detection from Basics to Advanced

• Udemy
• 2 days 11 hours 38 minutes
• On-Demand
• Paid Course

Practical Deep Learning: Master PyTorch in 15 Days

529 ratings at Udemy

From Zero to your own models: Learn PyTorch with hands-on projects. No previous experience required.

• Udemy
• 16 hours 23 minutes
• On-Demand
• Paid Course

Deep Learning for Computer Vision

22 ratings at Coursera

Master CNNs, autoencoders, GANs, ResNet, and U-Net architectures to build powerful computer vision models for image classification, generation, and segmentation tasks.

• Coursera
• 14 hours 5 minutes
• On-Demand
• Paid Course

Coursera

Creating Multi Task Models With Keras

78 ratings at Coursera

Learn to build multi-task, multi-output models using Keras' functional API. Create a model with shared layers and ResNet-style skip connections for complex tasks like object detection.

• Coursera
• 1 hour 35 minutes
• On-Demand
• Paid Course

PyTorch: Advanced Architectures and Deployment

11 ratings at Coursera

Master sophisticated PyTorch architectures from Siamese Networks to Transformers, plus deployment techniques including ONNX, pruning, and quantization for real-world applications.

• Coursera
• 1 day 6 hours 40 minutes
• On-Demand
• Paid Course

Packt

Advanced CNNs, Transfer Learning, and Recurrent Networks

Master advanced CNNs, transfer learning, and RNNs. Apply cutting-edge techniques to real-world datasets, from medical imaging to text generation. Gain practical skills through hands-on case studies and industry-relevant projects.

• Coursera
• 11 hours
• On-Demand
• Paid Course

Learning Deep Learning: Unit 2

Master advanced deep learning with CNNs, RNNs, and Transformers for image classification, NLP, and machine translation using TensorFlow and PyTorch.

• Coursera
• 7 hours 40 minutes
• On-Demand
• Paid Course

Aladdin Persson

Pytorch ResNet Implementation from Scratch

Learn to implement ResNet models (ResNet50, ResNet101, ResNet152) from scratch using PyTorch. Gain insights into the architecture and practical coding techniques for deep learning.

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