Tabla de Contenidos: “…Preparing the Cloud9 environment -- Downloading the sample dataset -- Using AWS Deep Learning Containers to train an ML model -- Serverless ML deployment with Lambda's container image support -- Building the custom container image -- Testing the container image -- Pushing the container image to Amazon ECR -- Running ML predictions on AWS Lambda -- Completing and testing the serverless API setup -- Summary -- Further reading -- Part 2: Solving Data Engineering and Analysis Requirements -- Chapter 4: Serverless Data Management on AWS -- Technical requirements -- Getting started with serverless data management -- Preparing the essential prerequisites -- Opening a text editor on your local machine -- Creating an IAM user -- Creating a new VPC -- Uploading the dataset to S3 -- Running analytics at scale with Amazon Redshift Serverless -- Setting up a Redshift Serverless endpoint -- Opening Redshift query editor v2 -- Creating a table -- Loading data from S3 -- Querying the database -- Unloading data to S3 -- Setting up Lake Formation -- Creating a database -- Creating a table using an AWS Glue Crawler -- Using Amazon Athena to query data in Amazon S3 -- Setting up the query result location -- Running SQL queries using Athena -- Summary -- Further reading -- Chapter 5: Pragmatic Data Processing and Analysis -- Technical requirements -- Getting started with data processing and analysis -- Preparing the essential prerequisites -- Downloading the Parquet file -- Preparing the S3 bucket -- Automating data preparation and analysis with AWS Glue DataBrew -- Creating a new dataset -- Creating and running a profile job -- Creating a project and configuring a recipe -- Creating and running a recipe job -- Verifying the results -- Preparing ML data with Amazon SageMaker Data Wrangler -- Accessing Data Wrangler -- Importing data -- Transforming the data…”

Tabla de Contenidos: “…-- Understanding IoT communication -- IoT communication layers -- IoT communication models -- IoT communication protocols -- Attack vectors for IoT devices -- Access control -- Firmware attacks -- Web attacks -- Network service/communication protocol attacks -- Unencrypted local data storage -- Confidentiality and integrity issues -- Cloud computing attacks -- Malicious updates -- Insecure APIs -- Mobile application threats -- Other attacks -- An IoT hacking methodology -- Understanding OT -- An OT hacking methodology -- Best practices for securing IoT/OT -- Lab - discovering IoT devices -- Summary -- Assessment…”

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