PyTorch Courses and Certifications

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
• On-Demand
• Paid Course

PyTorch ile Derin Öğrenme

75 ratings at Udemy

PyTorch kütüphanesi ile Derin Öğrenme Projeleri Oluşturma

• Udemy
• 8 hours
• On-Demand
• Paid Course

PyTorch Tutorials 神经网络 教学

深入探讨PyTorch神经网络：从基础概念到高级应用，涵盖CNN、RNN、自编码器、强化学习和GAN，并讲解优化技巧如批标准化和过拟合处理。

• YouTube
• 5 hours
• On-Demand
• Free Video

모두를 위한 딥러닝 - PyTorch

PyTorch를 활용한 딥러닝 기초부터 고급 기술까지 실습 중심으로 학습. 텐서 조작, 선형 회귀, CNN, RNN 등 다양한 모델 구현 및 최적화 기법 습득.

• YouTube
• 10 hours
• On-Demand
• Free Video

PyTorch

PyTorch ile derin öğrenme: Temel kavramlardan CNN'lere kadar kapsamlı bir eğitim. Yapay sinir ağları, lineer regresyon, aktivasyon fonksiyonları ve optimizasyon teknikleri üzerine uygulamalı dersler.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

CNCF [Cloud Native Computing Foundation]

VeScale - A PyTorch Native LLM Training Framework for Automatic Parallelism

探索PyTorch原生框架veScale,实现大规模语言模型的自动并行训练。结合易用性和性能,助力开发者高效扩展LLM训练,无需复杂并行编程。

• YouTube
• 24 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

Instalar PyTorch en Raspberry Pi con Miniconda - Tutorial

Instala PyTorch en Raspberry Pi 5 con Miniconda, configura el entorno y verifica su funcionamiento mediante SSH para proyectos de machine learning.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Microcredential

AI Programming with Python

38 reviews

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

• Udacity
• 3 months 2 weeks 3 days 18 hours 43 minutes
• On-Demand
• Paid Course

Amazon;  Amazon Web Services;  Facebook Microcredential

Deep Learning

14 reviews

Master foundational deep learning topics, from neural networks to GANs. Build projects in PyTorch and explore cutting-edge AI applications in image processing, natural language, and generative models.

• Udacity
• 3 months 19 hours 36 minutes
• On-Demand
• Paid Course

Stanford Seminar - Fastai: A Layered API for Deep Learning

Explore fastai, a deep learning library offering high-level components for quick results and low-level components for research flexibility, built on a layered architecture with Python and PyTorch.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Nvidia Deep Learning Institute;  Unity Microcredential

Deep Reinforcement Learning

356 ratings at Udacity

Master deep reinforcement learning techniques to train AI agents for navigation, financial trading, and multi-agent systems. Implement classical and modern RL algorithms using PyTorch.

• Udacity
• 4 months 4 days 16 hours
• On-Demand
• Paid Course

Learn how to extend PyTorch with the tools necessary to train AI models that preserve user privacy.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Introduction to Deep Learning

Explore foundational deep learning theory and practice, covering key algorithms, architectures, and implementation in PyTorch. Develop skills to design and train neural networks for real-world applications.

• Udacity
• 4 weeks, 5-6 hours a week
• On-Demand
• Paid Course

Convolutional Neural Networks

Learn to build and apply Convolutional Neural Networks for image processing, including classification, object detection, and segmentation. Explore key architectures, transfer learning, and autoencoders for practical applications.

• Udacity
• 4 weeks, 5-6 hours a week
• On-Demand
• Paid Course

Introduction to Neural Networks with PyTorch

Learn the fundamentals of neural networks with Python and PyTorch, and then use your new skills to create your own image classifier—an application that will first train a deep learning model on a dataset of images and then use the trained model to classi…

• Udacity
• 3 weeks, 5-6 hours a week
• On-Demand
• Paid Course