AWS: IoT, Machine Learning and Blockchain

Overview

AWS: IoT, Machine Learning, and Blockchain is the second course of Exam Prep (SAP-C02): AWS Certified Solutions Architect - Professional Specialization. This course explores key AWS services for building intelligent and connected applications. Learners will gain insights into AWS IoT Core, AWS IoT Events, and IoT Greengrass. The course also covers AI services like Amazon Polly, Translate, Comprehend, Rekognition, Kendra, Personalize, and SageMaker. Additionally, it introduces Managed Blockchain and remote workspace solutions with WorkSpaces and WorkSpaces Web. This course facilitates learners with approximately 3:00-3:30 Hours of Video lectures that provide both Theory and Hands-On knowledge. Also, Graded and Ungraded Quizzes are provided with every module to test learners' ability. - Module 1: IoT and Blockchain in AWS - Module 2: Machine Learning in AWS This course is designed for professionals seeking to master specialized AWS services beyond core infrastructure. It is ideal for developers, data scientists, architects, and engineers focused on leveraging Artificial Intelligence, Machine Learning, Internet of Things, Blockchain, and End User Computing solutions. - Senior Solutions Architects - Enterprise Architects - Cloud Infrastructure Architects - Senior DevOps Engineers By the end of the course, learners will be able to: - Understand IoT services like AWS IoT Core, IoT Events, and IoT Greengrass. - Extract data from documents and recognize images using Amazon Textract and Rekognition. - Discover use cases for Amazon Managed Blockchain and compare virtual desktop solutions with Amazon WorkSpaces vs WorkSpaces Web.

Syllabus

IoT and Blockchain in AWS

Welcome to Week 1 of the AWS: IoT, Machine Learning, and Blockchain course. This week, we'll explore the world of connected devices with AWS IoT Core, including hands-on demos for practical understanding. We'll dive into AWS IoT Events for event-driven automation and AWS IoT Greengrass for local edge computing. Expanding into decentralized technology, we'll introduce Amazon Managed Blockchain to understand secure, scalable blockchain networks. To complete the week, we'll compare Amazon WorkSpaces and WorkSpaces Web, helping you grasp solutions for secure, remote desktop access. By the end of the week, you'll have foundational skills in IoT, blockchain, and virtual workspace solutions, setting the stage for advanced cloud applications.

Machine Learning in AWS

Welcome to Week 2. This week, we'll explore powerful AI and ML services from AWS. You'll learn how Amazon Polly converts text into lifelike speech, and how Amazon Translate breaks language barriers with real-time translation. We'll uncover text insights using Amazon Comprehend and dive into image and video analysis with Amazon Rekognition. You'll also get introduced to smart search solutions with Amazon Kendra and personalized recommendations with Amazon Personalize. Through Amazon SageMaker and a hands-on demo, we'll explore building and deploying ML models. Additionally, we'll cover Amazon Transcribe for speech-to-text, Amazon Lex for chatbots, and Amazon Textract for document processing.