Module 1: Machine learning overview

• A brief history of AI, ML, and DL
• The business importance of ML
• Common challenges in ML
• Different types of ML problems and tasks
• AI on AWS

Module 2: Introduction to deep learning

• Introduction to DL
• The DL concepts
• A summary of how to train DL models on AWS
• Introduction to Amazon SageMaker
• Hands-on lab: Spinning up an Amazon SageMaker notebook instance and running a multi-layer perceptron neural network model

Module 3: Introduction to Apache MXNet

• The motivation for and benefits of using MXNet and Gluon
• Important terms and APIs used in MXNet
• Convolutional neural networks (CNN) architecture
• Hands-on lab: Training a CNN on a CIFAR-10 dataset

Module 4: ML and DL architectures on AWS

• AWS services for deploying DL models (AWS Lambda, AWS IoT Greengrass, Amazon ECS, AWS Elastic Beanstalk)
• Introduction to AWS AI services that are based on DL (Amazon Polly, Amazon Lex, Amazon Rekognition)
• Hands-on lab: Deploying a trained model for prediction on AWS Lambda

Additional course details:

Nexus Humans Deep Learning on AWS training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the Deep Learning on AWS course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

FAQ for the Deep Learning on AWS Course

Available Delivery Options for the Deep Learning on AWS training.

• Live Instructor Led Classroom Online (Live Online)
• Traditional Instructor Led Classroom (TILT/ILT)
• Delivery at your offices in London or anywhere in the UK
• Private dedicated course as works for your staff.

How many CPD hours does the Deep Learning on AWS training provide?

The 1 day. Deep Learning on AWS training course give you up to 6 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

Is the Deep Learning on AWS training appropriate for someone learning to use AWS in a professional environment?

Yes the Deep Learning on AWS is appropriate for someone looking to use AWS in a professional workspace or environment. But do make sure to note any prerequisites, read the course outline to ensure it is the right fit for you or your teams requirements and preferences.

What is the correct audience for the Deep Learning on AWS training?

This course is intended for:
Developers responsible for developing Deep Learning applications
Developers who want to understand concepts behind Deep Learning and how to implement a Deep Learning solution on AWS

Do you provide training for the Deep Learning on AWS.

Yes we provide corporate training, dedicated training and closed classes for the Deep Learning on AWS. This can take place anywhere in UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online allowing you to have your teams from across UK or further afield to attend a single training event saving travel and delivery expenses.

What is the duration of the Deep Learning on AWS program.

The Deep Learning on AWS training takes place over 1 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

Why are Nexus Human the best provider for the Deep Learning on AWS?

Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for UK on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.

Is there a discount code for the Deep Learning on AWS training.

Yes, the discount code PENPAL5 is currently available for the Deep Learning on AWS training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.