Corporate Deep Learning with FPGA and OpenVINO Training Course

Edstellar's instructor-led Deep Learning with FPGA and OpenVINO training course is to equip teams with the skills to leverage Field-Programmable Gate Arrays (FPGAs) and Intel's OpenVINO toolkit for accelerating deep learning applications, offering a significant boost in computational efficiency and model performance.

32 - 40 hrs
Instructor-led (On-site/Virtual)
Language
English
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Deep Learning with FPGA and OpenVINO Training
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Deep Learning with FPGA and OpenVINO Corporate Training Course

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Drive Team Excellence with Deep Learning with FPGA and OpenVINO Training for Employees

Empower your teams with expert-led on-site/in-house or virtual/online Deep Learning with FPGA and OpenVINO Training through Edstellar, a premier corporate training company for organizations globally. Our tailored Deep Learning with FPGA and OpenVINO corporate training course equips your employees with the skills, knowledge, and cutting-edge tools needed for success. Designed to meet your specific needs, this Deep Learning with FPGA and OpenVINO group training program ensures your team is primed to drive your business goals. Transform your workforce into a beacon of productivity and efficiency.

Deep Learning with FPGA and OpenVINO represents an innovative approach to directly automating Artificial Intelligence (AI) and machine learning algorithms on hardware. The methodology is crucial for organizations looking to enhance computational efficiency, reduce latency, and leverage the full potential of their hardware for AI applications. The need for specialized training in this area arises from the complexity of optimizing and deploying AI models on such specific hardware configurations. The Deep Learning with FPGA and OpenVINO training course equips professionals with the knowledge and skills to navigate this cutting-edge technology landscape.

Edstellar's instructor-led Deep Learning with FPGA and OpenVINO training course stands out by offering a unique blend of theoretical knowledge and practical application, delivered through virtual/onsite formats by industry experts with extensive expertise in the domain. Edstellar ensures that professionals gain a comprehensive understanding of both the theoretical aspects and the practical skills needed to leverage this powerful combination in their organizations, driving forward innovation and efficiency in AI applications.

Key Skills Employees Gain from Deep Learning with FPGA and OpenVINO Training

Deep Learning with FPGA and OpenVINO skills corporate training will enable teams to effectively apply their learnings at work.

  • FPGA Architecture
  • OpenVINO Integration
  • Optimization Techniques
  • Model Conversion
  • Deep Learning Acceleration
  • Computer Vision Implementation

Deep Learning with FPGA and OpenVINO Training for Employees: Key Learning Outcomes

Edstellar’s Deep Learning with FPGA and OpenVINO training for employees will not only help your teams to acquire fundamental skills but also attain invaluable learning outcomes, enhancing their proficiency and enabling application of knowledge in a professional environment. By completing our Deep Learning with FPGA and OpenVINO workshop, teams will to master essential Deep Learning with FPGA and OpenVINO and also focus on introducing key concepts and principles related to Deep Learning with FPGA and OpenVINO at work.


Employees who complete Deep Learning with FPGA and OpenVINO training will be able to:

  • Apply principles of FPGA architecture and the OpenVINO toolkit to develop and accelerate deep learning applications, significantly reducing computation time and energy consumption in your organization's AI projects
  • Utilize advanced optimization techniques to adapt deep learning models for efficient execution on FPGA, improving performance metrics such as latency and throughput in critical applications
  • Integrate OpenVINO's comprehensive suite of tools and libraries to streamline the development process, from model training to deployment, enhancing the AI development lifecycle in your team's projects
  • Design and implement FPGA-based solutions for computer vision tasks, leveraging the accelerated processing capabilities to solve complex problems in real-time applications such as surveillance, quality inspection, and autonomous vehicles
  • Execute model conversion and optimization processes using OpenVINO, ensuring that AI models are fully compatible and optimized for inference on a variety of hardware platforms, including FPGAs

Key Benefits of the Deep Learning with FPGA and OpenVINO Corporate Training

Attending our Deep Learning with FPGA and OpenVINO classes tailored for corporations offers numerous advantages. Through our on-site/in-house or virtual/online Deep Learning with FPGA and OpenVINO training classes, participants will gain confidence and comprehensive insights, enhance their skills, and gain a deeper understanding of Deep Learning with FPGA and OpenVINO.

  • Learn to navigate the complexities of FPGA and OpenVINO toolkit to accelerate deep learning applications, enhancing your technical toolkit with advanced AI deployment strategies
  • Equip teams with the skills to optimize deep learning algorithms for FPGA, ensuring high efficiency and performance in AI-driven projects
  • Develop an understanding of the practical aspects of converting and mapping AI models onto FPGA architecture, enabling effective use of hardware acceleration in real-world applications
  • Explore the potential of FPGA clusters for scalable AI solutions, gaining insights into the setup and management of high-performance computing resources
  • Learn the principles of deep learning model optimization for inference engines, mastering techniques to enhance model performance on various hardware platforms
  • Equip projects with cutting-edge tools and libraries necessary for accelerating computer vision applications, setting new benchmarks in processing speed and accuracy

Deep Learning with FPGA and OpenVINO Training Topics and Outline

Our virtual and on-premise Deep Learning with FPGA and OpenVINO training curriculum is divided into multiple modules designed by industry experts. This Deep Learning with FPGA and OpenVINO training for organizations provides an interactive learning experience focused on the dynamic demands of the field, making it relevant and practical.

  1. Purpose and scope of the course
    • Overview of deep learning acceleration
    • Importance of FPGA and OpenVINO in modern AI solutions
  1. Programming languages overview
    • Python and C++ usage in AI development
  2. Key tools and libraries
    • Introduction to OpenVINO, TensorFlow, and PyTorch
    • Accelerating libraries for FPGA
  1. Installation process
    • System requirements and compatibility
    • Step-by-step installation guide
  2. Configuration and verification
    • Environment setup
    • Verification of installation success
  1. Core components of OpenVINO
    • Model Optimizer, Inference Engine, and DL Workbench
  2. Supported models and layers
    • Overview of compatible AI models and their layers
  1. Comparison between GPU and FPGA acceleration
    • Advantages and disadvantages
  2. Use cases for FPGA acceleration
    • When to choose FPGA over GPU
  1. Best practices for FPGA programming
    • Code optimization for efficiency
  2. Tools for FPGA development
    • SDKs and APIs for development and testing
  1. Understanding model formats
    • From TensorFlow to OpenVINO
  2. Conversion tools and techniques
    • Using the Model Optimizer for conversion
  1. Principles of network mapping
    • How do deep learning models map onto FPGA?
  2. Tools and methodologies
    • Software tools to facilitate mapping
  1. Introduction to acceleration stacks
    • Components and purpose
  2. Setting up and managing an FPGA cluster
    • Configuration and maintenance tips
  1. Discovery mechanisms
    • How can applications identify and leverage FPGA accelerators?
  2. Integration with existing systems
    • Ensuring seamless operation with other system components
  1. Finalizing the application for deployment
    • Optimization and testing

This Corporate Training for Deep Learning with FPGA and OpenVINO is ideal for:

What Sets Us Apart?

Deep Learning with FPGA and OpenVINO Corporate Training Prices

Our Deep Learning with FPGA and OpenVINO training for enterprise teams is tailored to your specific upskilling needs. Explore transparent pricing options that fit your training budget, whether you're training a small group or a large team. Discover more about our Deep Learning with FPGA and OpenVINO training cost and take the first step toward maximizing your team's potential.

Small Group
Large Groups

Request for a quote to know about our Deep Learning with FPGA and OpenVINO corporate training cost and plan the training initiative for your teams. Our cost-effective Deep Learning with FPGA and OpenVINO training pricing ensures you receive the highest value on your investment.

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Our customized corporate training packages offer various benefits. Maximize your organization's training budget and save big on your Deep Learning with FPGA and OpenVINO training by choosing one of our training packages. This option is best suited for organizations with multiple training requirements. Our training packages are a cost-effective way to scale up your workforce skill transformation efforts..

Starter Package

125 licenses

64 hours of training (includes VILT/In-person On-site)

Tailored for SMBs

Most Popular
Growth Package

350 licenses

160 hours of training (includes VILT/In-person On-site)

Ideal for growing SMBs

Enterprise Package

900 licenses

400 hours of training (includes VILT/In-person On-site)

Designed for large corporations

Custom Package

Unlimited licenses

Unlimited duration

Designed for large corporations

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Target Audience for Deep Learning with FPGA and OpenVINO Training Course

The Deep Learning with FPGA and OpenVINO training course is ideal for software engineers, data scientists, AI researchers, system architects, product managers, and technical leads.

The Deep Learning with FPGA and OpenVINO training program can also be taken by professionals at various levels in the organization.

Deep Learning with FPGA and OpenVINO training for managers

Deep Learning with FPGA and OpenVINO training for staff

Deep Learning with FPGA and OpenVINO training for leaders

Deep Learning with FPGA and OpenVINO training for executives

Deep Learning with FPGA and OpenVINO training for workers

Deep Learning with FPGA and OpenVINO training for businesses

Deep Learning with FPGA and OpenVINO training for beginners

Deep Learning with FPGA and OpenVINO group training

Deep Learning with FPGA and OpenVINO training for teams

Deep Learning with FPGA and OpenVINO short course

Prerequisites for Deep Learning with FPGA and OpenVINO Training

Professionals with a basic understanding of deep learning concepts and familiarity with programming languages like Python can take up Deep Learning with FPGA and OpenVINO training.

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Bringing you the Best Deep Learning with FPGA and OpenVINO Trainers in the Industry

The instructor-led Deep Learning with FPGA and OpenVINO training is conducted by certified trainers with extensive expertise in the field. Participants will benefit from the instructor's vast knowledge, gaining valuable insights and practical skills essential for success in Deep Learning with FPGA and OpenVINO Access practices.

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Training Delivery Modes for Deep Learning with FPGA and OpenVINO Group Training

At Edstellar, we understand the importance of impactful and engaging training for employees. To ensure the training is more interactive, we offer Face-to-Face onsite/in-house or virtual/online Deep Learning with FPGA and OpenVINO training for companies. This method has proven to be the most effective, outcome-oriented and well-rounded training experience to get the best training results for your teams.

Virtuval
Virtual

Instructor-led Training

Engaging and flexible online sessions delivered live, allowing professionals to connect, learn, and grow from anywhere in the world.

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On-Site
On-Site

Instructor-led Training

Customized, face-to-face learning experiences held at your organization's location, tailored to meet your team's unique needs and objectives.

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Off-Site
Off-site

Instructor-led Training

Interactive workshops and seminars conducted at external venues, offering immersive learning away from the workplace to foster team building and focus.

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