NVIDIA Jetson Nano Deep Learning Workshop: From Vision to Video Analytics Course Overview

NVIDIA Jetson Nano Deep Learning Workshop: From Vision to Video Analytics Course Overview

### NVIDIA Jetson Nano Deep Learning Workshop: From Vision to Video Analytics

Duration: 3 days (24 hours)

Course Overview:
Dive into the NVIDIA Jetson Nano Deep Learning Workshop to gain hands-on experience in building and deploying deep learning applications using the powerful NVIDIA Jetson Nano. This three-module course covers everything from understanding the basics of deep learning to creating advanced video analytics applications.

Learning Objectives:
- Explore the basics of deep learning and neural networks.
- Set up and use the NVIDIA Jetson Nano for AI projects.
- Build end-to-end pipelines for video analytics using the DeepStream SDK.

Practical Applications:
- Create image classification and regression models.
- Develop video analytics applications to extract meaningful insights from video streams.
- Implement real-world projects like object detection and counting in live video feeds.

Why Take This Course?
Gain the skills to transform raw data and video input into insightful, annotated output, crucial for applications in security, retail, and more. Upon completion, you'll be adept at using NVIDIA Jetson Nano to build and deploy your own deep learning models and video analytics applications.

Enroll now to unlock the power of AI at the edge!

Purchase This Course

USD

1,150

View Fees Breakdown

Course Fee 1,150
Total Fees
1,150 (USD)
  • Live Training (Duration : 24 Hours)
  • Per Participant
  • Guaranteed-to-Run (GTR)
  • Classroom Training fee on request
  • Select Date
    date-img
  • CST(united states) date-img

Select Time


♱ Excluding VAT/GST

You can request classroom training in any city on any date by Requesting More Information

  • Live Training (Duration : 24 Hours)
  • Per Participant
  • Classroom Training fee on request

♱ Excluding VAT/GST

You can request classroom training in any city on any date by Requesting More Information

Request More Information

Email:  WhatsApp:

Koenig's Unique Offerings

Course Prerequisites

Minimum Required Prerequisites for Successfully Undertaking the NVIDIA Jetson Nano Deep Learning Workshop: From Vision to Video Analytics Course:

  • Basic Understanding of Python Programming: Familiarity with Python syntax and basic programming concepts.
  • Fundamental Knowledge of Deep Learning and Machine Learning: Awareness of key concepts like neural networks, training, and inference.
  • Basic Experience with Command Line Interface (CLI): Ability to navigate and execute commands using a terminal or command prompt.
  • Familiarity with Linux Operating System: Basic understanding of Linux OS, as the Jetson Nano runs on a Linux-based system.
  • Basic Understanding of Computer Vision Principles: Knowledge of fundamental concepts like image classification and object detection is advantageous but not mandatory.

By ensuring that you meet these prerequisites, you'll be well-prepared to dive into the exciting world of deep learning with NVIDIA Jetson Nano. Happy learning!


Target Audience for NVIDIA Jetson Nano Deep Learning Workshop: From Vision to Video Analytics

Introduction:
The NVIDIA Jetson Nano Deep Learning Workshop equips learners with skills for vision to video analytics using deep learning on Jetson Nano, ideal for tech enthusiasts and professionals in AI and computer vision.


Target Audience and Job Roles:


  • Embedded Systems Developers
  • AI Engineers
  • Computer Vision Specialists
  • Data Scientists
  • Machine Learning Engineers
  • Robotics Engineers
  • Software Developers
  • IoT Developers
  • Research Scientists
  • Ph.D. Students in AI/ML
  • Tech Hobbyists and Makers
  • University Professors and Lecturers
  • IT Professionals in Smart Surveillance
  • Startups focusing on AI solutions
  • Medical Imaging Technologists


Learning Objectives - What you will Learn in this NVIDIA Jetson Nano Deep Learning Workshop: From Vision to Video Analytics?

NVIDIA Jetson Nano Deep Learning Workshop: From Vision to Video Analytics

This 3-day workshop provides comprehensive training on utilizing the NVIDIA Jetson Nano to develop deep learning applications, from image classification to advanced video analytics. You'll gain practical skills in setting up, training, and deploying AI models on the edge.

Learning Objectives and Outcomes

  • Understand the basics of deep learning and neural networks, including their biological and mathematical foundations.
  • Set up the NVIDIA Jetson Nano and necessary peripherals, including a camera.
  • Collect and annotate image data for training deep learning models.
  • Build and train neural networks for both classification and regression tasks.
  • Deploy and run inference on your trained models using the Jetson Nano.
  • Develop and configure end-to-end DeepStream pipelines for video analytics applications.
  • Integrate alternate input and output sources within your DeepStream pipelines.
  • Utilize YOLO and other inference engines for real-time object detection and classification.
  • Analyze and annotate live video streams, extracting meaningful insights.

By the end of the workshop, participants will be capable of creating customized deep learning applications and deploying them on the Jetson Nano, optimizing AI tasks from image recognition to sophisticated video analytics.

Suggested Courses

USD