Convolutional Networks Courses and Certifications

Career Certificate

DeepLearning.AI TensorFlow Developer

25393 ratings at Coursera

Gain hands-on skills in applied machine learning with TensorFlow, building and training powerful models for AI-powered applications. Prepare for the Google TensorFlow Certificate exam.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Serrano.Academy

A Friendly Introduction to Convolutional Neural Networks and Image Recognition

Friendly explanation of image recognition using Convolutional Neural Networks, covering basics to advanced concepts. Suitable for beginners, with minimal math required.

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

Alexander Amini;  MIT

Convolutional Neural Networks

Explore convolutional neural networks for computer vision, covering feature extraction, convolution operations, and applications like object detection and self-driving cars.

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

Alexander Amini;  MIT

Convolutional Neural Networks

Explore convolutional neural networks for computer vision, covering feature extraction, network architecture, and real-world applications like self-driving cars in this comprehensive lecture.

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

Alexander Amini;  MIT

Convolutional Neural Networks

Explore convolutional neural networks for computer vision tasks, covering feature extraction, convolution operations, and applications in classification, segmentation, and image captioning.

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

Brandon Rohrer

How Convolutional Neural Networks Work, in Depth

Comprehensive exploration of convolutional neural networks, covering their structure, operation, and training process, including key concepts like filtering, pooling, and backpropagation.

• YouTube
• 1 hour 1 minute
• Self-Paced
• 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
• Self-Paced
• Free Video

Alfredo Canziani

Convolutional Neural Networks

Explore convolutional neural networks, from basic concepts to modern implementations. Learn about kernels, biological inspirations, CNN evolution, and their advantages in image processing and feature extraction.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video

Alexander Amini;  MIT

Convolutional Neural Networks

Explore convolutional neural networks for computer vision, covering feature extraction, convolution operations, and applications in autonomous navigation and medical imaging.

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

Alexander Amini;  MIT

Convolutional Neural Networks

Explore deep learning for computer vision, covering CNNs, object detection, and image segmentation. Learn about architectures, applications, and impacts in various fields.

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

Jeff Heaton

Keras Convolutional Neural Networks for MNIST and Fashion MNIST

Explore convolutional neural networks for image processing, focusing on MNIST and Fashion MNIST datasets. Learn about CNN architecture, training, and evaluation for advanced deep learning applications.

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

Coding Train

Convolutional Neural Networks with ML5.js

Explore Convolutional Neural Networks using ml5.js, covering setup, algorithms, max pooling, and architectures. Gain hands-on coding experience in this comprehensive tutorial.

• YouTube
• 3 hours 14 minutes
• Self-Paced
• Free Video

Coding Train

Convolutional Neural Networks with ml5.js

Explore convolutional neural networks using ml5.js, covering setup, coding, model training, and classifier testing in this hands-on tutorial for machine learning enthusiasts.

• YouTube
• 4 hours
• Self-Paced
• Free Video

Valerio Velardo - The Sound of AI

Convolutional Neural Networks Explained Easily

Explore CNNs, their components, and application to audio data. Learn about convolutions, pooling, and architectural decisions for effective deep learning in sound processing.

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

Python Lessons

Convolutional Neural Networks Tutorials

Master CNN fundamentals and build neural networks using TensorFlow and Keras through hands-on tutorials covering ResNets and deep learning techniques.

• YouTube
• 2 hours 4 minutes
• Self-Paced
• Free Video