PyTorch Courses and Certifications

Packt

Foundations of Deep Reinforcement Learning with PyTorch

Master deep reinforcement learning with PyTorch, covering OpenAI Gym, Bellman equations, Deep Q-Networks, and hands-on projects to build practical RL models for AI, robotics, and gaming.

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

LLMs from Scratch - Practical Engineering from Base Model to PPO RLHF

Master building complete large language models from scratch using pure PyTorch, covering transformer architecture, training, scaling, MoE, fine-tuning, and RLHF techniques.

• freeCodeCamp
• 6 hours 6 minutes
• Self-Paced
• Free Video

Tech with Tim

Python Is Weird

1 rating

Explore Python's quirks and lesser-known features, from the walrus operator to string interning, in this engaging tutorial that challenges your understanding of the language.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Venelin Valkov

Object Detection on Custom Dataset with YOLO - Fine-Tuning with PyTorch and Python Tutorial

7 ratings

Fine-tune YOLO v5 for custom object detection using PyTorch. Learn model installation, training, evaluation, and application on a clothing dataset.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

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
• Self-Paced
• 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
• Self-Paced
• Free Video

Practical Deep Learning: Master PyTorch in 15 Days

571 ratings at Udemy

From Zero to your own models: Learn PyTorch with hands-on projects. No previous experience required.

• Udemy
• 16 hours 23 minutes
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Modern Computer Vision & Deep Learning with Python & PyTorch

325 ratings at Udemy

Computer Vision with Python using Deep Learning for Classification, Instance and Semantic Segmentation, Object Detection

• Udemy
• 11 hours 49 minutes
• Self-Paced
• Paid Course

Deep Learning for Beginners: Core Concepts and PyTorch

295 ratings at Udemy

Get an Intuitive Understanding of Deep Learning and Artificial Intelligence

• Udemy
• 9 hours 42 minutes
• Self-Paced
• Paid Course

Python Simplified

Inference with Torch-TensorRT Deep Learning Prediction for Beginners - CPU vs CUDA vs TensorRT

Accelerate deep learning inference using Torch-TensorRT. Compare CPU, CUDA, and TensorRT performance with ResNet50 for image classification. Hands-on tutorial covers setup, implementation, and benchmarking.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Yannic Kilcher

How to Use Facebook's DETR Object Detection Algorithm in Python - Full Tutorial

Hands-on tutorial implementing Facebook's DETR object detection algorithm in Python, covering model loading, image processing, output handling, and visualization with various test cases.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

deeplizard

CNN Training Loop Explained - Neural Network Code Project

Learn to build a convolutional neural network training loop using Python and PyTorch. Gain practical skills in implementing deep learning algorithms for image processing tasks.

• YouTube
• 22 minutes
• Self-Paced
• Free Video