A Guide to the Main Session Outlines of AWS MENA 2020

Original article was published by Mahmoud Rabie on Artificial Intelligence on Medium


— Amazon’s Machine Learning Innovation

— Aramex turns to AWS to enable the company’s digital transformation

— Put Machine Learnging in hands of every developer

— AWS ML Stack..

— Amazon Rekognition Custom Labels

— Amazon Forecast

— ML Workflow is iterative and complex

— Amazon SageMaker

— Introduction

— SaaS Benefits

— Serverless and SaaS

— SaaS Architecture Landscape

— Shared Services

— Onboarding and Identity

— Authentication injects SaaS identity

— Applying tenant strategies with API Gateway

— Provisioning Tenants and Isolation

— Cascading Tenant Scope from Siloed Function

— Using Concurreny as a Tiering Strategy

— Building Multi-tenant Functions

— The Payoff: A Simplified Developer Experience

— Takeaways

— AWS CodeDeploy.

— AWS CodeBuild

— AWS CodePipeline

— Overview of Infrastructure-as-Code (IaC)

— Introduction to AWS CloudFormat

— AWS Cloud Development Kit (CDK)

— Overview of AWS MarketPlace

— Benefits of AWS MarketPlace

— How to deliver Software to Clients

— AWS WAF

— WAF Components

— WAF Lab: Expert Care for the Elderly

— Introduction to Infrastructure-as-Code (IaC)

— What is Terraform?

— CI/CD in detail

— Enhacements

— AWS Cloud Security Concepts

— Shared Responsibility Model

— Identity and Access Management

— AWS Native Security Services

— AWS Security Checklist: Identity and Access Management

— Centralized Control

— Current Enterprise Identity Stack

— AWS Managed Microsoft AD

— Modernization: AD in the Enterprise

— Typical Use Cases

— Demo: AWS Managed AD

— AWS Single Sign On (SSO)

— Demo: AWS SSO + CLIv2

— Introduction to AI

— Neural Network

— Data Engineering

— Modeling

— Model in Prediction

— Model Measuring

— Background

— Agile Intent

— Crossroads Solution

— Verification of Applications

— Demo: Serverless Chaos Demo Site

— Making Verification Continuous

— Continuous Verification (CV)

— Summary

— Do you want more?

— The session in French

— What is Cloud Browsers/Devices?

— What is AWS Device Farm?

— What is Selenium WebDriver?

— What is Selenium Grid?

— AWS Device Farm Desktop

— Pre-requisites and Configuration

— How does it work?

— Supported Browsers, OS and Capabilities

— Pricing

— Security, Access Control and IAM

— GitOps

— Operator Pattern

— Cluster Management

— Demo

— Q&A

— What is Amazon EBS?

— Amazon EBS Volume Types

— Choosing an Amazon EBS Volume Type

— Performance Best Practices for EBS

— Saving Cost with EBS

— The DevSecOps Culture

— Secure Strategies

— Project Planning

— Collaborating on Security and Compliance

— Code as Security

— Designing a DevSecOps Workflow and Architecture

— Wrap Up