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Deep Learning on AWS Overview
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
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.
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
Ways to take this course
Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Deep Learning on AWS. 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, 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.
What our customers are saying
Deep Learning on AWS FAQs
Deep Learning on AWS is using Amazon's cloud services to run deep learning models. These services give you powerful computers in the cloud to train and use models that can recognise patterns or make predictions from data.
There are no prerequisites for this course.
Anyone can take this course, who wants to learn about AWS Technologies.
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course duration is 1 day.
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The Deep Learning Course on AWS starts with basics, then progresses to advanced topics, helping beginners to experts learn at their own pace through step-by-step guides and practical exercises.
AWS uses services like SageMaker, EC2, and Lambda, alongside tools like TensorFlow and PyTorch, for hands-on deep learning tasks in the course.
Delegates get access to online tutorials, forums for discussion with experts and peers, and AWS credits for practice. Support continues after the course through community access and learning materials.
Completing the Deep Learning on AWS Certification Course opens careers in AI and machine learning, such as Data Scientist, Machine Learning Engineer, and AI Researcher, Across Tech, Healthcare, Finance, and more.
This course offers broad knowledge applicable to various industries, with examples and case studies from different fields to show how deep learning solves real-world problems.
AWS Certification in Deep Learning boosts professional growth by validating your skills on a global platform, increasing your visibility to employers, and positioning you for advanced roles in the AI field.
The Knowledge Academy stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking a Deep Learning on AWS Course.
The training fees for Deep Learning on AWS certification in Canada starts from CAD3395
The Knowledge Academy is the Leading global training provider for Deep Learning on AWS.
Please see our AWS Certification Training Courses courses available in Canada
Why choose us
Best price in the industry
You won't find better value in the marketplace. If you do find a lower price, we will beat it.
Many delivery methods
Flexible delivery methods are available depending on your learning style.
High quality resources
Resources are included for a comprehensive learning experience.
"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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