- Coursera
- Self-paced
- Paid · free trial
- Paid certificate
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Convolutional Neural Networks courses 37
Learn Convolutional Neural Networks online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
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Google Cloud
Classify Images with TensorFlow Convolutional Neural Networks
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn about how to use convolutional neural networks to improve your image classification models.
- Coursera
- 75 minutes
- Self-paced
- Paid · free trial
- Paid certificate
Convolutional Neural Networks with ml5.js
To learn more about Brilliant, go to https://brilliant.org/CodingTrain and sign up for free. The first 200 people that go to that link will get 20% off the annual Premium subscription. Investigating CNNs with ml5.js! Discord: https://discord.gg/hPuGy2g 💻 https://thecodingtrain.com/CodingChallenges/…
Free video
- YouTube
- 4 hours
- Self-paced
- Free video
Alison
Diploma in Convolutional Neural Networks in Computer Vision
3.123 ratingsConvolutional neural networks (CNNs) is one of the most significant breakthroughs in computer vision. The course introduces the fundamental operations and parameters of convolution. You will discover the significance of CNNs in overcoming the feedforward network’s challenges in filtering visual ima…
Learning path or series
- Alison
- 15 hours
- Self-paced
- Free course
- Paid certificate
- Advanced
Illinois Tech
Deep Learning
An introduction to the field of deep learning, including neural networks, convolutional neural networks, recurrent neural networks, transformers, generative models, neural network compression and transfer learning. This course will benefit students’ careers as a machine learning engineer or data sc…
- Coursera
- Self-paced
- Paid · free trial
- Paid certificate
EDUCBA
Deep Learning with TensorFlow: Build Neural Networks
5.022 ratingsBuild a practical foundation in deep learning and learn to create neural network models with TensorFlow. This course guides you from perceptrons and core neural network principles to model initialization, multiclass classification, convolutional neural networks, and real-world image processing. Thr…
- Coursera
- 6.5 hours
- Self-paced
- Paid · free trial
- Paid certificate
Coursera
Visualizing Filters of a CNN using TensorFlow
In this short, 1 hour long guided project, we will use a Convolutional Neural Network - the popular VGG16 model, and we will visualize various filters from different layers of the CNN. We will do this by using gradient ascent to visualize images that maximally activate specific filters from differe…
- Coursera
- 1 hour
- Self-paced
- Paid · free trial
- Paid certificate
Coursera
Object Localization with TensorFlow
Welcome to this 2 hour long guided project on creating and training an Object Localization model with TensorFlow. In this guided project, we are going to use TensorFlow's Keras API to create a convolutional neural network which will be trained to classify as well as localize emojis in images. Local…
- Coursera
- 2 hours
- Self-paced
- Paid · free trial
- Paid certificate
Pearson
Learning Deep Learning: Building AI Applications
This course covers advanced deep learning topics, including Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and modern language models. You will learn techniques for image classification, time series prediction, and natural language processing. The course includes building a…
- Coursera
- Less than two weeks.
- Self-paced
- Paid · free trial
- Paid certificate
Simplilearn
Introduction to CNN Training
This beginner-friendly course on Convolutional Neural Networks (CNNs) equips you with essential skills to understand deep learning fundamentals and apply them to real-world image recognition tasks. Learn how CNNs power modern AI applications and gain practical experience through guided lab demos. B…
- Coursera
- Self-paced
- Paid · free trial
- Paid certificate
EDUCBA
Master CNNs with Python: Build, Train & Evaluate Models
4.719 ratingsMaster the foundations of Convolutional Neural Networks (CNNs) and learn how to apply, build, and evaluate deep learning models using Python. This course provides a structured, hands-on introduction to CNNs, guiding you from project setup and core CNN concepts to implementing models, preprocessing…
- Coursera
- 5.5 hours
- Self-paced
- Paid · free trial
- Paid certificate
Coursera
Deep Learn Imagery
This hands-on course proves that deep learning isn't just about pressing "run" on a model. It's about turning satellite imagery into actual, useful insights. You'll work with convolutional neural networks for land cover classification, fine-tune a pre-trained CNN using transfer learning, use data a…
- Coursera
- Self-paced
- Paid · free trial
- Paid certificate
Sungkyunkwan University
Fundamentals of CNNs and RNNs
This course covers fundamental concepts of convolutional neural networks (CNNs) and recurrent neural networks (RNNs), which are widely used in computer vision and natural language processing areas. In the CNN part, you will learn the concepts of CNNs, the two major operators (convolution and pool…
- Coursera
- 4 hours/week
- Self-paced
- Paid · free trial
- Paid certificate
Packt
Deep Learning: Convolutional Neural Networks with TensorFlow
Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Unlock the potential of deep learning by masteri…
- Coursera
- 6 hours
- Self-paced
- Paid · free trial
- Paid certificate
EDUCBA
Face Recognition with Keras: Detect & Classify
Build practical face recognition skills with Keras, convolutional neural networks (CNNs), MTCNN, and FaceNet. Designed for learners who want hands-on experience in computer vision and deep learning, this project-based course guides you through building a complete face detection and recognition syst…
- Coursera
- 6.5 hours
- Self-paced
- Paid · free trial
- Paid certificate
EDUCBA
Image Classification with Keras: Build & Optimize
Build practical image classification skills using Keras, convolutional neural networks (CNNs), transfer learning, and Google Colab. Designed for learners seeking hands-on experience with deep learning, this project-based course guides you from environment setup and dataset preparation to model trai…
- Coursera
- 3.5 hours
- Self-paced
- Paid · free trial
- Paid certificate
Packt
Deep Learning with TensorFlow
Master Deep Learning with TensorFlow and Keras
Learning path or series
- Coursera
- Self-paced
- Paid · free trial
- Paid certificate