PyTorch Courses and Certifications

Advanced Neural Tuning

Master advanced neural network optimization through learning rate scheduling, optimizer comparison, and Xavier weight initialization techniques.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

PyTorch Tutorials - Complete Beginner Course

Comprehensive guide to PyTorch: from basics to advanced concepts, covering tensors, neural networks, and model deployment. Ideal for beginners seeking practical skills.

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

PyTorch - Deep Learning with Python

Explore deep learning and neural networks using Python and PyTorch, covering data handling, model building, training, and analysis, with a focus on convolutional networks and GPU acceleration.

• YouTube
• 4 hours 30 minutes
• Self-Paced
• Free Video

PyTorch Zero to All

Learn essential machine learning and deep learning concepts using PyTorch, covering linear models, neural networks, CNNs, and RNNs in a comprehensive series of lectures.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

Pytorch Tutorial

Learn PyTorch fundamentals, from installation to advanced applications. Master tensors, backpropagation, and deep learning techniques for real-world data science projects.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

PyTorch for Python 3.5

Learn PyTorch fundamentals, from linear models to advanced CNNs. Master gradient descent, back-propagation, regression, and neural network architectures for efficient deep learning implementation.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

Introduction to RNNs for Time Series Analysis

Master RNN, LSTM, and GRU models for time series forecasting and classification using PyTorch with hands-on data preprocessing, model building, and performance evaluation techniques.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Handling Multivariate Time Series with RNNs

Master multivariate time series forecasting with RNNs using PyTorch on Air Quality data, covering preprocessing, model architecture, training, and evaluation techniques.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Time Series Forecasting with GRUs

Master GRU-based time series forecasting in PyTorch with bidirectional networks, attention mechanisms, and hybrid CNN-GRU models for multivariate data prediction and evaluation.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Career Certificate

AI Programming with Python

39 ratings

Develop Python skills for AI, covering libraries, linear algebra, calculus, and neural networks. Build an image classifier using PyTorch and explore Transformer models.

• Udacity
• 52 hours
• Self-Paced
• Paid Course

Deep Learning with PyTorch

12 ratings at DataCamp

Learn to create deep learning models with the PyTorch library.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Transformer Models with PyTorch

What makes LLMs tick? Discover how transformers revolutionized text modeling and kickstarted the generative AI boom.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Efficient AI Model Training with PyTorch

Learn how to reduce training times for large language models with Accelerator and Trainer for distributed training

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Scalable AI Models with PyTorch Lightning

Streamline your AI projects by building modular models and mastering advanced optimization with PyTorch Lightning!

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

Generative AI, from GANs to CLIP, with Python and Pytorch

30035 ratings at Udemy

Learn to code with the most creative and exciting AI architectures, generative AI networks, from basic to advanced

• Udemy
• 14 hours 48 minutes
• Self-Paced
• Paid Course