Drive Team Excellence with Deep Learning on AWS Corporate Training

Amazon Web Services (AWS) cloud utilizes deep learning infrastructure to develop, train, and deploy deep learning models and applications. It enables organizations to harness the full potential of deep learning technology, driving innovation and accelerating time-to-insight. Deep Learning on AWS training enables professionals to stay at the forefront of AI innovation, unlocking new opportunities for growth and differentiation in today's data-driven world.

The Deep Learning on AWS instructor-led training course offered by Edstellar can be customized to meet the organization's requirements. The virtual/onsite  Deep Learning on AWS training course led by expert trainers ensures that professionals receive up-to-date knowledge and best practices that they can immediately apply in their field.

Get Customized Expert-led Training for Your Teams
Customized Training Delivery
Scale Your Training: Small to Large Teams
In-person Onsite, Live Virtual or Hybrid Training Modes
Plan from 2000+ Industry-ready Training Programs
Experience Hands-On Learning from Industry Experts
Delivery Capability Across 100+ Countries & 10+ Languages
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Skills Your Employees Will Gain

These are the core, hands-on capabilities your team builds during the program.

  • Implementing Deep Learning on AWS
    Implementing Deep Learning on AWS involves using AWS services to build, train, and deploy deep learning models. This skill is important for data scientists and machine learning engineers to leverage scalable cloud resources, optimize performance, and enhance model efficiency.
  • Utilizing AWS Sagemaker
    Utilizing AWS SageMaker involves building, training, and deploying machine learning models efficiently. This skill is important for data scientists and ML engineers to streamline workflows and enhance model performance.
  • Developing Neural Network Architectures
    Developing Neural Network Architectures involves designing and optimizing models for machine learning tasks. This skill is important for AI engineers and data scientists to create efficient, accurate systems.
  • Integrating AWS Services
    Integrating AWS Services involves connecting various Amazon Web Services to create efficient, scalable solutions. This skill is important for cloud architects and developers to optimize performance and reduce costs.
  • Using AWS GPU Instances
    Using Aws Gpu Instances involves leveraging Amazon Web Services' powerful gpu resources for tasks like machine learning and data processing. This skill is important for data scientists and ai engineers, as it enhances computational efficiency and accelerates model training, leading to faster insights and innovation.
  • Utilizing AWS Lambda
    Utilizing Aws Lambda is the ability to run code in response to events without managing servers. This skill is important for cloud developers and DevOps roles, enabling efficient, scalable applications.

What Your Team Will Achieve After This Training

  • Integrate deep learning solutions into existing AWS workflows and applications
  • Design and implement deep learning models using algorithms and architectures
  • Optimize deep learning workflows for performance, cost, and scalability on AWS
  • Deploy deep learning models on AWS infrastructure for scalable and efficient inference
  • Analyze complex datasets using deep learning techniques to extract meaningful insights
  • Collaborate effectively with teams to leverage AWS services and resources for deep learning projects
  • Evaluate model performance and make informed decisions on model selection and hyperparameter tuning
  • Troubleshoot common challenges and issues encountered during deep learning model development and deployment

Topics & Program Outline

The curriculum is organized into focused modules built by industry experts and delivered virtually or on-premise. Interactive sessions reflect the evolving demands of the workplace, keeping the learning both relevant and practical.

  1. Introduction to Machine Learning
    • Definition and importance
    • Types of Machine Learning
  2. Machine Learning workflow
    • Data collection and preparation
    • Model training and evaluation
    • Deployment and monitoring
  1. Understanding neural networks
    • Neurons and activation functions
    • Deep Learning architectures
  2. Deep Learning applications
    • Image recognition
    • Natural Language Processing
    • Speech recognition
  1. Overview of Apache MXNet
    • Introduction and history
    • Features and capabilities
  2. MXNet installation and setup
    • Installing MXNet
    • Setting up development environment
  3. MXNet basics
    • Tensors and operations
    • Building neural networks with MXNet
  1. AWS Machine Learning services
    • Overview of AWS ML services
    • Amazon SageMaker
  2. Implementing ML models on AWS
    • Data preparation on AWS
    • Training ML models on AWS
  3. Implementing DL models on AWS
    • Deep Learning frameworks on AWS
    • Deploying DL models with AWS SageMaker

Who Should Attend?

This program suits professionals at many levels across the organization, including:

  • Data Scientists
  • Machine Learning Engineers
  • AI Engineers
  • Software Developers
  • Data Analysts
  • Research Scientists
  • Cloud Engineers
  • IT Professionals
  • DevOps Engineers
  • Systems Engineers
  • Data Engineers
  • Managers

What are the Prerequisites?

Professionals with a basic understanding of AWS core services like Amazon EC2, knowledge of AWS SDK, understanding of machine learning processes, and basic knowledge of a scripting language can take the Deep Learning on AWS training course.

Request a Quote for your Corporate Training Requirements

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Delivering Training for Organizations across 100 Countries and 10+ Languages

Choose the Format That Fits Your Team

We design training your teams actually engage with, and deliver it the way that suits you best. Through a vetted global trainer network, Edstellar runs sessions in 10+ languages with consistent quality anywhere.

Virtual Deep Learning on AWS Training

Virtual / online: expert-led live sessions delivered anywhere, with consistency and easy scheduling.

We deliver anywhere worldwide
Standardized content for consistent outcomes
Join from own workspace, no travel
We scale to large groups across sites
Interactive tools keep remote learners engaged
On-site Deep Learning on AWS Training

On-site (in-house): immersive, instructor-led learning at your office.

Our trainers run face-to-face at your office
We tailor setup/content to your workplace and tools
Group exercises drive collaboration
Live demos +  hands-on practice
Direct trainer access to clarify doubts
Off-site Deep Learning on AWS Training

Off-site: focused, instructor-led group learning away from everyday workplace distractions.

We host your teams at a venue of your preferred choice
Built-in group activities for bonding
Full uninterrupted schedule for focus/retention
Boosts morale and signals commitment

Get a Proposal Shaped to Your Needs

Need pricing for onsite, offsite, or virtual delivery? Get a proposal tailored to your team's needs.

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        Starter
        120 licences

        Tailor-Made Trainee Licenses with Our Exclusive Training Packages!

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

        Tailored for SMBs

        Growth
        320 licences

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

        Ideal for growing SMBs

        Enterprise
        800 licences

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

        Designed for large corporations

        Custom
        Unlimited licenses

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        Unlimited duration

        Designed for large corporations

        What Sets Edstellar Apart

        Experienced Trainers

        Our trainers are drawn from a vetted global network and bring years of industry expertise, keeping every session practical and impactful.

        Proven Quality

        With a strong global track record, Edstellar is known for quality and engaging delivery.

        Industry-Relevant Curriculum

        Our programs are built by experts to match the demands of today's industry.

        Fully Customizable

        Every program can be tailored to your organization's goals.

        Comprehensive Support

        We provide pre- and post-session support for a complete learning experience.

        Global Multi-Location & Multilingual Training Delivery

        We deliver in multiple languages to support diverse global teams.

        Hear from Organizations We've Trained

        "The Deep Learning on AWS course revolutionized how I approach my daily responsibilities. As a Principal Systems Engineer, understanding advanced methodologies was essential, and this training delivered beyond all invaluable real-world experience. I now handle complex technical scenarios with enhanced confidence and systematic efficiency. The instructor's insights on real-world case studies have proven instrumental in my professional advancement.”

        Gilberto Chandler

        Principal Systems Engineer,

        Cloud Infrastructure Solutions Provider

        "The Deep Learning on AWS training provided critical insights into practical applications that enhanced my consulting capabilities. As a Lead Cloud Security Engineer, I now leverage interactive labs with expertise exercises on expert-led workshops prepared me perfectly for real-world client scenarios. Our solution delivery efficiency and quality have increased substantially across the board, demonstrating immediate value from this investment.”

        Maximilian Müller

        Lead Cloud Security Engineer,

        Cloud Migration Services Company

        "This Deep Learning on AWS course provided our team with comprehensive industry best practices capabilities we immediately put into practice. As a Senior Infrastructure Engineer managing complex professional initiatives that significantly enhanced our delivery capacity. We've successfully deployed these methodologies across all regional operations centers. The training fundamentally improved our team's performance metrics and overall efficiency.”

        Uzair Hadi

        Senior Infrastructure Engineer,

        AWS Managed Services Provider

        “Edstellar’s IT & Technical training programs have been instrumental in strengthening our engineering teams and building future-ready capabilities. The hands-on approach, practical cloud scenarios, and expert guidance helped our teams improve technical depth, problem-solving skills, and execution across multiple projects. We’re excited to extend more of these impactful programs to other business units.”

        Aditi Rao

        L&D Head,

        A Global Technology Company

        Recognition That Motivates Your Team

        Upon successful completion of the training course offered by Edstellar, employees receive a course completion certificate, symbolizing their dedication to ongoing learning and professional development.

        This certificate validates the employee's acquired skills and is a powerful motivator, inspiring them to enhance their expertise further and contribute effectively to organizational success.

        Recognition That Motivates Your Team

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