Convolutional Networks 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

EDUCBA

Deep Learning with TensorFlow: Build Neural Networks

12 ratings at Coursera

Master TensorFlow fundamentals and build neural networks from perceptrons to CNNs, implementing transfer learning for real-world image classification tasks.

• Coursera
• 5 hours 19 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

AI Deep Learning Projects with TensorFlow

12 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

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

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

Coursera

CNNs with TensorFlow: Basics of Machine Learning

Learn to build and analyze neural networks for image classification using TensorFlow. Design, implement, and evaluate models for a retail marketing campaign, with applications in various fields.

• Coursera
• 2 hours 15 minutes
• Self-Paced
• Paid Course

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 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

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