GB
/
GBP
/
EN_GB

Shaping the future of IT skills

Maximising IT performance through learning

Deep Learning on AWS - AWSDL

WGAC-CSC-AWSDL

Amazon Web Services

Description

Show Tabs
Introduction
Deep Learning ILT introduces you to cloud based deep learning solutions on AWS. In this course, we will detail how deep learning is useful and explain the different concepts in deep learning. This course also teaches you how to run your models on the cloud using Amazon EC2 based Deep Learning AMI and MXNet framework. This course will help you gain a better understanding of deploying your deep learning models using AWS services like AWS Lambda, Amazon EC2 Container Service (ECS) while designing intelligent systems on AWS based on deep learning.
Prerequisites & Audience

We recommend that attendees of this course have the following prerequisites:

  • Basic understanding of ML processes
  • Basic understanding of AWS core services like EC2 and knowledge of AWS SDK
  • Basic knowledge of a scripting language e.g. Python
Course Topics
  • Introduction to Machine Learning
  • Introduction to Deep Learning
  • Lab 1: Spinning up Amazon Deep Learning AMI based on EC2 and preprocessing data
  • Introduction to MXNet on AWS
  • Lab 2: Running a Convolutional Neural Network model and predicting images
  • Deploying Deep Learning Workloads on AWS
  • Lab 3: Deploying Deep Learning model for predicting images using AWS Lambda

Amazon Web Services courses


AWS Discovery Day (3 hours) - AWSDD3H
CODE: WGAC-AWS-AWSDD3H
Machine Learning Pipeline on AWS - ML-PIPE
CODE: WGAC-AWS-ML-PIPE
Exam Readiness: AWS Certified Database – Specialty - ACDS-EX
CODE: WGAC-AWS-ACDS-EX
Exam Readiness: AWS Certified Data Analytics – Specialty - ACDAS-EX
CODE: WGAC-AWS-ACDAS-EX
Migrating to AWS - AWSM
CODE: WGAC-AWS-AWSM
Exam Readiness Intensive Workshop: AWS Certified Solutions Architect – Associate - ACSAA-EXIW
CODE: WGAC-AWS-ACSAA-EXIW
Deep Learning on AWS - AWSDL
CODE: WGAC-CSC-AWSDL
Exam Readiness: AWS Certified Developer - Associate - ACDA-EX
CODE: WGAC-AWS-ACDA-EX
Advanced Architecting on AWS - AAAWS
CODE: WGAC-AWS-AAAWS
Building Data Lakes on AWS - BDLA
CODE: WGAC-AWS-BDLA
AWS Cloud Ready Hackathon: Running Cloud Workloads with Kubernetes - AWSHRWK
CODE: WGAC-AWS-AWSHRWK
Building Data Analytics Solutions Using Amazon Redshift - BDASAR
CODE: WGAC-AWS-BDASAR
AWS Security Essentials - SEC-ESS
CODE: WGAC-AWS-SEC-ESS
Developing on AWS - AWSD
CODE: WGAC-AWS-AWSD
MLOps Engineering on AWS - MLOE
CODE: WGAC-AWS-MLOE
AWS Technical Essentials - AWSE
CODE: WGAC-AWS-AWSE
Advanced Developing on AWS - ADV-DEV
CODE: WGAC-AWS-ADV-DEV
Practical Data Science with Amazon SageMaker - PDSASM
CODE: WGAC-AWS-PDSASM
Exam Readiness: AWS Certified Solutions Architect – Professional - ACSAP-EX
CODE: WGAC-AWS-ACSAP-EX
AWS Cloud Essentials for Business Leaders – Financial Services - CEBL-FS
CODE: WGAC-AWS-CEBL-FS
DevOps Engineering on AWS - AWSDEVOPS
CODE: WGAC-AWS-AWSDEVOPS
Exam Readiness: AWS Certified Solutions Architect – Associate - ACSAA-EX
CODE: WGAC-AWS-ACSAA-EX
AWS Cloud Ready Hackathon: Coding and Testing on Linux - AWSHCTL
CODE: WGAC-AWS-AWSHCTL
Big Data on AWS - BDAWS
CODE: WGAC-AWS-BDAWS
AWS Security Governance at Scale - SGS
CODE: WGAC-AWS-SGS
AWS Cloud Ready Hackathon: Containers, Kubernetes CI & CD - AWSHCKC
CODE: WGAC-AWS-AWSHCKC
AWS Cloud Essentials for Business Leaders - CEBL
CODE: WGAC-AWS-CEBL
Data Warehousing on AWS - DWAWS
CODE: WGAC-AWS-DWAWS
Exam Readiness: AWS Certified Advanced Networking - Specialty - ACANS-EX
CODE: WGAC-AWS-ACANS-EX
Exam Readiness: AWS Certified Security - Specialty - ACSS-EX
CODE: WGAC-AWS-ACSS-EX
Architecting on AWS Accelerator - ARCH-AX
CODE: WGAC-AWS-ARCH-AX
Security Engineering on AWS - AWSSO
CODE: WGAC-AWS-AWSSO
Planning and Designing Databases on AWS - PD-DB
CODE: WGAC-AWS-PD-DB
Running Containers on Amazon Elastic Kubernetes Service - RCAEKS
CODE: WGAC-AWS-RCAEKS
Exam Readiness: AWS Certified DevOps Engineer – Professional - ACDOEP-EX
CODE: WGAC-AWS-ACDOEP-EX
AWS Cloud Practitioner Essentials - CP-ESS
CODE: WGAC-AWS-CP-ESS
Architecting on AWS - AWSA
CODE: WGAC-AWS-AWSA
Advanced Architecting on AWS - AWSAA
CODE: WGAC-AWS-AWSAA
AWS Discovery Day - AWSDD
CODE: WGAC-AWS-AWSDD
AWS Well-Architected Best Practices - WABP
CODE: WGAC-AWS-WABP
Systems Operations on AWS - AWSSYS
CODE: WGAC-AWS-AWSSYS
We use cookies to understand how you use our site and to improve your experience. To learn more, click here. Read our revised Privacy Policy and Terms and Conditions.