Convolutional Neural Networks (CNN) Courses and Certifications

Packt

Building and Training Neural Networks with PyTorch

13 ratings at Coursera

Master PyTorch for neural networks: classification, CNNs, object detection, style transfer, and RNNs. Hands-on exercises in data preparation, model building, and advanced techniques for image and audio processing.

• Coursera
• 7 hours 52 minutes
• Self-Paced
• Paid Course

Whizlabs

NVIDIA: Fundamentals of Deep Learning

13 ratings at Coursera

Dive into fundamental deep learning concepts, from neuron processing to CNNs and transfer learning, with hands-on demos using MNIST datasets and image recognition applications.

• Coursera
• 3 hours 44 minutes
• Self-Paced
• Paid Course

Coursera

Classify Radio Signals with PyTorch

12 ratings at Coursera

Train a CNN in PyTorch to classify radio signals using spectogram images, applying augmentation techniques and creating custom functions for training and evaluation.

• Coursera
• 1 hour 45 minutes
• Self-Paced
• Paid Course

Coursera

Pneumonia Classification using PyTorch

11 ratings at Coursera

Build a pneumonia classifier using EfficientNet and PyTorch. Fine-tune a pre-trained model on chest X-ray images to distinguish between normal and pneumonia cases.

• Coursera
• 2 hours 25 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

AI Deep Learning Projects with TensorFlow

8 ratings at Coursera

Master practical deep learning by building neural networks, image captioning systems, and face mask detection apps using TensorFlow, with deployment on Streamlit and AWS.

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

Packt Career Certificate

Deep Learning with Real-World Projects

7 ratings at Coursera

Master deep learning through hands-on projects. Apply neural networks, CNNs, and transfer learning to real-world scenarios using TensorFlow and Keras. Build a portfolio showcasing expertise in AI development.

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

Packt Career Certificate

Deep Learning with TensorFlow

6 ratings at Coursera

Master deep learning with TensorFlow through ANNs, RNNs, and CNNs. Build models for image classification, time series prediction, and NLP using real datasets and optimization techniques.

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

Complete Computer Vision Bootcamp With PyTorch & Tensorflow

1013 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
• Self-Paced
• Paid Course

Generative AI: Foundations and Concepts

Explore the mathematical foundations of generative AI, from neural networks to advanced deep learning models, with practical implementation techniques and applications in engineering.

• Coursera
• 21 hours 36 minutes
• Self-Paced
• Paid Course

Packt Career Certificate

AI Engineer Professional

Master advanced AI engineering through model optimization, deep learning architectures, transformers, and MLOps practices for production-ready solutions.

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

Packt

Computer Vision: YOLO Custom Object Detection with Colab GPU

Master real-time object detection with YOLO. Learn to set up, implement pre-trained models, and custom train YOLOv4 for specific tasks. Gain hands-on experience with image and video processing using Colab GPU.

• Coursera
• 7 hours 39 minutes
• Self-Paced
• Paid Course

Coursera

Deep Learning with PyTorch

Master neural networks, CNNs, RNNs, and LSTMs using PyTorch for computer vision and NLP tasks with advanced optimization techniques and real-world applications.

• Coursera
• 1 day 2 hours 18 minutes
• Self-Paced
• Paid Course

Packt

Machine Learning with PyTorch and Scikit-Learn

Master machine learning and deep learning with PyTorch and Scikit-Learn through practical examples, covering neural networks, transformers, GANs, and reinforcement learning techniques.

• Coursera
• 1 day 19 hours 12 minutes
• Self-Paced
• Paid Course

Career Certificate

Learning Deep Learning

Master neural networks, CNNs, RNNs, transformers, and LLMs using TensorFlow and PyTorch for real-world AI applications like image classification and language translation.

• Coursera
• 4 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses

Coursera Career Certificate

Satellite Imagery, Remote Sensing & Machine Learning

Master satellite imagery analysis and machine learning to transform raw Earth observation data into actionable environmental insights for GIS, climate, and sustainability applications.

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