Course information

Deep Learning on AWS Course Outline

Module 1: Introduction to Deep Learning on AWS

  • Deep Learning on AWS

Module 2: Deep Learning Process for Build, Train, and Deploy

  • Collect Data
  • Choose and Optimise Your Algorithm
  • Set Up and Manage the Environment for Training
  • Train, Retrain, and Tune the Models
  • Deploy Models in Production
  • Scale and Manage the Production Environment

Module 3: Challenges with Deep Learning Projects

  • Software Management
  • Performance Optimisation
  • Collaborative Development
  • Infrastructure Management
  • Scalability

Module 4: Highly Optimised AWS Technology Building Blocks for Deep Learning

  • Storage
  • Compute
  • Software
  • Networking and Solutions

Module 5: Code, Data, and Model Versioning

  • Version Code with Git
  • Version Data in Amazon S3
  • Version Model in Amazon S3

Module 6: Automation of Deep Learning Process for Retrain and Redeploy

  • AWS Step Functions for Amazon SageMaker
  • Apache Airflow for Amazon SageMaker
  • Kubeflow Pipelines on Kubernetes

Module 7: Patterns for Deep Learning at Scale

  • Options for Deep Learning on AWS
  • Use Amazon SageMaker
  • Use Kubernetes with Kubeflow on AWS
  • Use Amazon EC2

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Who should attend this Deep Learning on AWS Course?

This Deep Learning on AWS Course is designed for professionals who want to gain expertise in Deep Learning techniques and apply them using Amazon Web Services tools and resources. This AWS Certification Course can be beneficial to a wide range of professionals, including:

  • Data Scientists
  • Machine Learning Engineers
  • AI Researchers
  • Deep Learning Engineers
  • Software Developers
  • Data Analysts
  • Computer Vision Engineers

Prerequisites of the Deep Learning on AWS Course

There are no formal prerequisites to attend the Deep Learning on AWS Course.

Deep Learning on AWS Course Overview

This Deep Learning on AWS Training is meticulously crafted to equip individuals with the expertise and capabilities required to thrive in the swiftly advancing realm of Deep Learning. Mastering Deep Learning models on Amazon Web Services (AWS) isn't just pertinent; it's pivotal for maintaining competitiveness and fuelling innovative breakthroughs. Mastery of Deep Learning on AWS is imperative for Data Scientists, Machine Learning Engineers, and AI Practitioners.

This proficiency empowers them to harness AWS's robust cloud infrastructure effectively in creating, training, and deploying deep learning models at scale. Specifically designed for professionals seeking to excel in Deep Learning techniques and unlock the complete potential of AWS services for Machine Learning, this course is an ideal resource.

Our intensive 1-day training by Ther Knowledge Academy, focused on AWS Certifications, empowers delegates with the practical knowledge and hands-on experience needed to navigate the intricate realm of Deep Learning on AWS confidently. Delegates will acquire a profound comprehension of AWS services, including SageMaker, EC2, and S3. By the end of the course, delegates will be adept at creating, training, and deploying Deep Learning models on AWS, positioning them as valuable assets within their organisations.

Course Objectives

  • To master the fundamentals of Deep Learning
  • To understand the AWS ecosystem for Machine Learning
  • To learn to preprocess and prepare data for Deep Learning models
  • To build and train Deep Learning models using AWS SageMaker
  • To deploy Deep Learning models to AWS for real-world applications
  • To gain insights into model optimisation and best practices
  • To explore AWS's cost-effective solutions for Deep Learning projects

After completing this course, delegates will be well-prepared to take on intricate AI projects confidently. Armed with the expertise to create, deploy, and oversee Deep Learning models on AWS, they will become indispensable assets to their organisations. Delegates can expand their AWS skills with The Knowledge Academy’s wide range of AWS Courses.

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What’s included in this Deep Learning on AWS Course?

  • World-Class Training Sessions from Experienced Instructors
  • Deep Learning on AWS Certificate
  • Digital Delegate Pack

Why choose us

Our Pittsburgh venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Pittsburgh has around a population of 305,000 inhabitants living within the commonwealth’s second largest city. The city is located southeast of the Ohio River in the north east of the United States of America. Pittsburgh is characterized by the Appalachia border. The city is renowned for its number of bridges (446) and its steel-related businesses spanning over 300 of them. Pittsburgh has four main areas (North side, south side, east end and west end) surrounding the Golden triangle (downtown area) containing 90 neighbourhoods. The downtown area is the cultural district with art venues and theatres, sports and literature.Pittsburgh has several public schools including charter and magnet schools, City Charter High School, Pittsburgh Montessori School, Pittsburgh Gifted Center and Barack Obama Academy of International. The city also has many private schools including North Catholic High School, Bishop Canevin High School, Seton-La Salle Catholic High School and Central Catholic High School.Carnegie Mellon University is Pittsburgh main university with around, 15,000 students. It’s a private institution with 7 colleges and schools including, the College of Engineering, College of Fine Arts, Dietrich College of Humanities and Social Sciences. Carnegie was rated 24th university in the world and the best technology school in the United States.The University of Pittsburgh has 17 schools and colleges with around 28,000 enrolled students. Pittsburgh University is located within the Oakland neighbourhood working as a commonwealth system of higher education. The university has 17 undergraduate and graduate schools. There are four undergraduate schools including the western Pennsylvania: Bradford, Greensburg, Johnstown and Titusville. The university has a developed Greek system of 39 fraternities and sororities including Delta Phi, Pi Kappa Pi, Delta Zeta and Kappa Delta. The university has several sports teams including the Pittsburgh panthers (Athletics team), Football team and Pittsburgh panther’s men’s basketball team. 

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Address

Penn Center East Monroeville
201 Penn Center Boulevard
Suite 400
Pittsburgh
Pennsylvania
15235

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Deep Learning On AWS in Pittsburgh. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Deep Learning On AWS in Pittsburgh, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

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The course know-how will help you track and evaluate your employees' progression and performance with relative ease

What our customers are saying

Deep Learning On AWS in Pittsburgh FAQs

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The training fees for certification in Pittsburgh starts from $2495
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Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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