TensorRT Courses and Certifications

Full Course on TensoRT, Detection, Segmentation

76 ratings at Udemy

Full Complete TensorRT Vs ONNX Course. Secrets of Detection and Segmentation. Get Hired with Advance Unique Knowledge

• Udemy
• 22 hours 23 minutes
• On-Demand
• Paid Course

The Machine Learning Engineer

LLMOps: Using Nvidia TensorRT SDK for GPU Inference

Optimize GPU inference using Nvidia TensorRT SDK. Convert models, compare throughput, and explore batch sizes, data precision, and runtime options for enhanced performance.

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

Applied Singularity

Deploying Deep Learning Models for Inference at Production Scale

Optimize and deploy AI models at scale using NVIDIA TensorRT and Triton Inference Server. Learn production-ready techniques for efficient inference across various platforms and infrastructures.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

LLMOps: Como usar Nvidia TensorRT SDK para Inferencia en GPU

Optimiza la inferencia en GPU con Nvidia TensorRT SDK, convirtiendo modelos y comparando tiempos de ejecución en diferentes precisiones de datos.

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

Nvidia

Jetson Xavier NX Developer Kit - Edge AI Supercomputer Features and Applications

Explore Jetson Xavier NX Developer Kit's edge AI capabilities, software features, and deployment strategies for advanced applications in video analytics, perception, and natural language processing.

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

Nvidia

NVIDIA Jetson: Enabling AI-Powered Autonomous Machines at Scale

Explore NVIDIA Jetson's AI platform for edge computing in robotics, healthcare, and more. Learn about hardware, software stack, ecosystem, and real-world applications.

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

Nvidia

Jetson AGX Xavier: Architecture and Applications for Autonomous Machines

Explore Jetson AGX Xavier's architecture and develop cutting-edge autonomous applications using the Developer Kit and JetPack SDK. Discover advances in robotics and intelligent devices.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Nvidia

Streamline Deep Learning for Video Analytics with DeepStream SDK 2.0

Explore AI-based video analytics using DeepStream SDK 2.0 for Tesla, transforming video into insights for smart cities with a modular plugin architecture and scalable framework for multi-stream processing and application development.

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

Nvidia

Inference and Quantization for AI - Session 3

Explore quantized inference, TensorRT 5, and TensorFlow integration for AI model optimization. Learn about NVIDIA's inference server and techniques to improve model efficiency and performance.

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

Nvidia

Embedded Deep Learning with NVIDIA Jetson

Learn to develop AI and computer vision applications using NVIDIA's deep learning tools. Explore neural network primitives, real-time solutions, and training workflows for intelligent robots and drones on the Jetson Embedded Platform.

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

Software Engineering Courses - SE Courses

Doubling Stable Diffusion Inference Speed with RTX Acceleration and TensorRT - A Comprehensive Guide

Comprehensive guide on boosting Stable Diffusion performance with RTX Acceleration TensorRT, covering installation, optimization, and troubleshooting for various models and extensions.

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

Software Engineering Courses - SE Courses

Stable Diffusion XL DreamBooth Training on Kaggle - Free Tutorial

Learn to set up and train Stable Diffusion XL on Kaggle for free. Master dataset preparation, model fine-tuning, and checkpoint management. Explore advanced techniques for optimal AI image generation.

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

Building Qrio, a Bot That Plays Videos for My Toddler

Discover how to build an AI bot that interacts with toddlers, recognizes toys, and plays relevant YouTube Kids videos. Learn about object detection, text-to-speech, animation, and automation techniques.

• YouTube
• 43 minutes
• On-Demand
• Conference Talk

The Machine Learning Engineer

LLMOps: Comparison of OpenVino, ONNX, TensorRT, and PyTorch Inference

Explore model conversion to ONNX, OpenVino, and Tensor-RT formats for optimized CPU and GPU inference, comparing performance against native PyTorch.

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

USENIX

MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference

Innovative compiler optimizing neural network inference on GPUs, reducing overhead and improving performance through monolithic kernel design and resource management strategies.

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