Convolutional Networks Courses and Certifications

Deep Learning Masterclass with TensorFlow 2 Over 20 Projects

506 ratings at Udemy

Master Deep Learning with TensorFlow 2 with Computer Vision,Natural Language Processing, Sound Recognition & Deployment

• Udemy
• 2 days 10 hours 28 minutes
• Self-Paced
• Paid Course

Code With Aarohi

AI and Deep Learning Explained - CNNs, Transformers, GANs, YOLO, GNNs and More

Discover comprehensive AI and deep learning through 115+ tutorials covering CNNs, Transformers, GANs, YOLO, and more with hands-on implementations in TensorFlow and PyTorch.

• YouTube
• 1 day 13 hours 59 minutes
• Self-Paced
• Free Video

CodeEmporium

Deep Learning 201 - Mathematical Foundations

Dive into neural networks' mathematical foundations covering activation functions, optimizers, CNNs, RNNs, LSTMs, GANs, and VAEs with practical explanations.

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

Aladdin Persson

PyTorch Tutorials - Complete Deep Learning Course from Basics to Advanced Applications

Master PyTorch through comprehensive tutorials covering neural networks, CNNs, RNNs, GANs, transformers, computer vision, NLP, and advanced techniques from basic setup to complex implementations.

• YouTube
• 1 day 41 minutes
• Self-Paced
• Free Video

Learn Keras: Build 4 Deep Learning Applications

382 ratings at Udemy

Get up and running with deep learning with keras, a high level deep learning API

• Udemy
• 1 hour 29 minutes
• Self-Paced
• Free Online Course

Eran Feit

Convolutional Neural Networks - Deep Learning Basics with Python, TensorFlow and Keras

Learn to build and train a convolutional neural network for chess piece image classification using Python, TensorFlow, and Keras. Covers dataset preparation, model creation, and prediction testing.

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

Graham Neubig

Neural Nets for NLP 2017 - Convolutional Networks for Text

Comprehensive lecture on convolutional networks for text, covering bag-of-words, n-grams, applications, stacked and dilated convolutions, structured convolution, sentence pair modeling, and CNN visualization techniques.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Discover AI

Node Classification with Graph Convolutional Networks for Graph Machine Learning

Master Graph Convolutional Networks (GCN) implementation in PyG for node classification, featuring practical coding examples and theoretical foundations of spectral graph convolutions.

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

Data Science Courses

Graph Neural Networks: Graph Attention Networks and Convolutional Networks - Lecture 19

Dive into Graph Convolutional Networks and Graph Attention Networks, exploring how attention mechanisms enhance node feature processing for advanced network learning applications.

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

Data Science Courses

Graph Neural Networks and Convolutional Networks - Part 1 - Lecture 18

Dive into Graph Convolutional Networks, exploring convolution operations on graphs, ChebNet architecture, and practical applications of spectral-based graph neural networks.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Deep Learning in Life Sciences - Spring 2021

1 rating

Explore cutting-edge applications of deep learning in genomics, drug design, protein folding, pathology, and neuroscience. Gain insights into AI's transformative potential in life sciences research and healthcare.

• YouTube
• 1 day 7 hours
• Self-Paced
• Free Video

Image Recognition for Beginners using CNN in R Studio

325 ratings at Udemy

Deep Learning based Convolutional Neural Networks (CNN) for Image recognition using Keras and Tensorflow in R Studio

• Udemy
• 6 hours 38 minutes
• Self-Paced
• Paid Course

Modern Computer Vision & Deep Learning with Python & PyTorch

325 ratings at Udemy

Computer Vision with Python using Deep Learning for Classification, Instance and Semantic Segmentation, Object Detection

• Udemy
• 11 hours 49 minutes
• Self-Paced
• Paid Course

Artificial Intelligence for Simple Games

315 ratings at Udemy

Learn how to use powerful Deep Reinforcement Learning and Artificial Intelligence tools on examples of AI simple games!

• Udemy
• 12 hours 24 minutes
• Self-Paced
• Paid Course

TensorFlow and the Google Cloud ML Engine for Deep Learning

306 ratings at Udemy

CNNs, RNNs and other neural networks for unsupervised and supervised deep learning

• Udemy
• 17 hours 23 minutes
• Self-Paced
• Paid Course