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Products Included:
Why Buy This Book?
- Cloud Confidence, Fast: Master AWS essentials swiftly with our beginner-friendly guide.
- DevOps Unleashed: Automate deployments and boost collaboration with AWS DevOps know-how.
- Advanced AWS Insights: Elevate your skills with a peek into Lambda, Redshift, and more.
- Data-Driven Decisions: Harness the power of AWS for intelligent decision-making through machine learning.
What exactly do I get in this?
3 Pack Bundle
What’s Covered?
Table of content
• Introduction to Managing Cloud Architecture with AWS
✔ Understanding Cloud Computing
✔ Overview of AWS Services
✔ Setting Up Virtual Servers
• Building Your Computing Infrastructure with Scalable Virtual Servers
✔ Introduction to EC2 Instances
✔ Launching and Configuring Virtual Servers
✔ Scaling Resources with Auto Scaling
✔ Creating a Scalable Database
• Setting Up an RDS Environment for High Availability Databases
✔ Introduction to RDS (Relational Database Service)
✔ Configuring and Managing a Scalable RDS Instance
✔ Implementing High Availability for Databases
✔ Building Private Networks in the Cloud
• Creating a Private Network with Routes and Access Policies
✔ Understanding Amazon VPC (Virtual Private Cloud)
✔ Configuring Routes and Access Controls
✔ Best Practices for Network Security
✔ Integrating AWS into Your Projects
• Incorporating AWS Technology into Your Projects – General Knowledge
✔ Key AWS Services for Different Use Cases
✔ Integrating AWS SDKs into Applications
✔ Tips for Efficient Project Management with AWS
✔ Simplified VPS Environment with Lightsail
• Creating a VPS Environment with Lightsail Without System Knowledge
✔ Introduction to Amazon Lightsail
✔ Launching and Managing Virtual Private Servers (VPS)
✔ Simplified System Management with Lightsail
✔ Cloud Storage with Amazon S3
• Building a Cloud Storage Environment using Amazon S3
✔ Introduction to Amazon S3 (Simple Storage Service)
✔ Uploading, Managing, and Accessing Objects in S3
✔ Implementing Versioning and Security Measures
✔ Virtual Desktops with Amazon Workspaces
• Creating a Virtual Desktop Environment in the Cloud with Amazon Workspaces
✔ Overview of Amazon Workspaces
✔ Setting Up and Customizing Virtual Desktops
✔ Managing User Access and Security
✔ Understanding AWS Features and Benefits
• Exploring General Features and Benefits Offered by Amazon Web Services
✔ Scalability and Flexibility in AWS
✔ Cost Management and Optimization
✔ Monitoring and Analytics Tools
✔ Advanced Cloud Architecture Management
• Advanced Techniques for Independently Managing a Cloud Architecture with AWS
✔ Infrastructure as Code (IaC) with AWS CloudFormation
✔ Advanced Networking Strategies
✔ DevOps Practices in AWS
✔ Optimizing Virtual Servers
• Optimizing Your Computing Infrastructure with Scalable Virtual Servers
✔ Performance Tuning for EC2 Instances
✔ Cost Optimization Strategies
✔ Monitoring and Troubleshooting Tools
✔ Database Management Best Practices
• Best Practices for Creating an RDS Environment with a High Availability Scalable Database
✔ Database Performance Optimization
✔ Backup and Recovery Strategies
✔ Security Best Practices
✔ Securing Private Networks
• Enhancing Security in Private Networks with Routes and Access Policies
✔ Network Security Groups and Firewall Rules
✔ VPN and Direct Connect for Secure Connectivity
✔ Compliance and Governance in AWS
✔ Efficient Cloud Storage Management
• Efficiently Managing a Cloud Storage Environment through Amazon S3
✔ Data Lifecycle Management
✔ Cost-effective Storage Strategies
✔ Advanced Features like Cross-Region Replication
✔ User-friendly Virtual Desktop Environments
• Creating User-friendly Virtual Desktop Environments in the Cloud with Amazon Workspaces
✔ Customizing User Experiences
✔ Remote Access and Collaboration Features
✔ Troubleshooting and Support
✔ Content Distribution with Amazon CloudFront
• Creating a Content Delivery Network (CDN) for Content Distribution with Amazon CloudFront
✔ Introduction to CDN and CloudFront
✔ Configuring CloudFront Distributions
✔ Improving Website Performance with CDN
Table of Contents
• Introduction to AWS
✔ What Is Cloud Computing?
✔ AWS Fundamentals
✔ AWS Cloud Computing Platform
• Amazon Simple Storage Service (Amazon S3) and Amazon Glacier Storage
✔ Introduction
✔ Object Storage versus Traditional Block
✔ File Storage
✔ Amazon Simple Storage Service (Amazon S3) Basics
✔ Buckets
✔ Amazon S3 Advanced Features
✔ Amazon Glacier
• Amazon Elastic Compute Cloud (Amazon EC2)
✔ Amazon Elastic BlockStore (Amazon EBS)
✔ Introduction
✔ Amazon Elastic Compute Cloud (Amazon EC2)
✔ Amazon Elastic Block Store (Amazon EBS)
• Amazon Virtual Private Cloud (Amazon VPC)
✔ Introduction
✔ Amazon Virtual Private Cloud (Amazon VPC)
✔ Subnets
✔ Route Tables
✔ Internet Gateways
✔ Dynamic Host Configuration Protocol (DHCP) Option Sets
✔ Elastic IP Addresses (EIPs)
✔ Elastic Network Interfaces (ENIs)
✔ Endpoints
✔ Peering
✔ Security Groups
✔ Network Access Control Lists (ACLs)
✔ Network Address Translation (NAT) Instances
✔ NAT Gateways
✔ Virtual Private Gateways (VPGs), Customer Gateways (CGWs)
✔ Virtual Private Networks (VPNs)
• Elastic Load Balancing, Amazon CloudWatch
✔ Auto Scaling
✔ Introduction
✔ Elastic Load Balancing
✔ Amazon CloudWatch
✔ Auto Scaling
• AWS Identity
✔ Access Management (IAM)
✔ Principals
✔ Authentication
✔ Authorization
✔ Other Key Features
• Databases and AWS
✔ Database Primer
✔ Amazon Relational Database Service (Amazon RDS)
✔ Amazon Redshift
✔ Amazon DynamoDB
• SQS, SWF, and SNS
✔ Amazon Simple Queue Service (Amazon SQS)
✔ Amazon Simple Workflow Service (Amazon SWF)
✔ Amazon Simple Notification Service (Amazon SNS)
• Domain Name System (DNS)
✔ Amazon Route
✔ 53 Domain Name System (DNS)
✔ Amazon Route 53 Overview
• Amazon ElastiCache
✔ Introduction
✔ In-Memory
✔ Caching
✔ Amazon ElastiCache
• Additional Key Services
✔ Introduction
✔ Storage
✔ Content Delivery
✔ Security
✔ Analytics
✔ DevOps
• Security on AWS
✔ Introduction
✔ Shared Responsibility
✔ Model AWS Compliance
✔ Program
✔ AWS Global Infrastructure Security
✔ AWS Account Security Features
✔ AWS Cloud Service-Specific
• AWS Risk and Compliance
✔ Introduction
✔ Overview of Compliance in AWS
✔ Evaluating
✔ Integrating AWS Controls
✔ AWS Risk and Compliance Program
✔ AWS Reports, Certifications, and Third-Party Attestations
• Architecture Best Practices
✔ Introduction
✔ Design for Failure
✔ Nothing Fails Implement Elasticity
✔ Leverage Different Storage Options
✔ Build Security in Every Layer Think Parallel
✔ Loose Coupling Sets You Free Don’t Fear Constraints
Table of content
• Understanding AWS Basics
✔ What is AWS?
✔ Overview of cloud computing
✔ AWS as a cloud services provider
✔ What is Machine Learning?
✔ Basics of machine learning
✔ Introduction to AWS Machine Learning services
✔ What is Artificial Intelligence?
✔ Overview of artificial intelligence
✔ AI capabilities provided by AWS
✔ Amazon S3: Simple Storage Service
• Overview of S3
✔ Introduction to Amazon S3 and its purpose
✔ Why use S3?
✔ Advantages and use cases of Amazon S3
✔ Getting Started with S3 on AWS
✔ Basics of Working with S3
✔ Creating and managing S3 buckets
✔ Uploading and downloading files
✔ AWS Free-Tier Account
✔ Understanding the AWS Free Tier
✔ Setting up a free-tier account
✔ Importing and Exporting Data into S3
✔ Transfer methods and considerations
✔ S3 vs. Traditional Filesystems
✔ Key differences and benefits
✔ Core S3 Concepts
• Key Operations in S3
✔ Fundamental S3 operations (e.g., PUT, GET, DELETE)
✔ Data Replication
✔ Understanding replication options in S3
✔ REST Interface
✔ Overview of the RESTful API for S3
✔ Hands-on Exercises
✔ Creating an S3 Bucket
✔ Importing and Exporting Data
✔ Using AWS CLI for S3
✔ Amazon Comprehend for Natural Language Processing
• Introduction to NLP
✔ Definition and applications of Natural Language Processing
✔ Detecting Language in Text
✔ CLI Exercises
✔ Using AWS CLI to detect language in text
✔ Extracting Information from Documents
✔ Named Entities
✔ Identifying entities in text
✔ Key Phrases
✔ Extracting key phrases from documents
✔ Sentiment Analysis
✔ Analyzing sentiment in text
✔ Lambda Functions for Text Analysis
✔ Implementing serverless text analysis
✔ Performing Topic Modeling
• Machine Learning Services on AWS
✔ Using the AWS Console to Identify Machine Learning Services
✔ Navigating the AWS Management Console
✔ Testing Amazon Comprehend’s API Features
✔ Natural Language Processing with Amazon Comprehend
• Detecting Dominant Language Using CLI
✔ Detecting Dominant Language in Multiple Documents
✔ Detecting Named Entities and Key Phrases
✔ Determining Named Entities in a Document
✔ Determining Key Phrase Detection
✔ Sentiment Analysis
✔ Setting up Lambda for Text Analysis
✔ Setting up Lambda function for S3
✔ Configuring Trigger for an S3 Bucket
✔ Assigning Policies for S3 Trigger Access
✔ Lambda with Amazon Comprehend for Text Analysis
✔ Topic Modeling and Theme Extraction
• Introduction to Topic Modeling
✔ Topic Modeling of a Known Topic Structure
✔ Performing Known Structure Analysis
✔ Topic Modeling on a Set of Documents with Unknown Topics
✔ Creating Chatbots with Natural Language Understanding
• Introduction to Chatbots and NLU
✔ Setting Up Amazon Lex
✔ Creating a Sample Chatbot to Order Flowers
✔ Creating a Bot with Intent Recognition and Slot Filling
✔ Creating a Custom Bot and Configuring It
✔ Using Speech with Chatbots through Amazon Connect
• Introduction to Amazon Connect
✔ Creating a Personal Call Center
✔ Obtaining a Free Phone Number for Call Center
✔ Connecting Amazon Lex Chatbots with Amazon Connect
✔ Connecting Call Center to Lex Chatbot
✔ Creating a Custom Bot and Connecting It with Amazon Connect
✔ Analyzing Images with Computer Vision using Amazon Rekognition
• Introduction to Amazon Rekognition
✔ Detecting Objects and Scenes in Images
✔ Detecting Objectionable Content in Images
✔ Analyzing Faces in Images
✔ Recognizing Celebrities in Images
✔ Extracting Text from Images
• Understanding Topic Modeling
✔ Definition and significance
✔ Amazon Comprehend Guidelines
✔ Guidelines for effective topic modeling
✔ Hands-on Exercises
✔ Topic Modeling of Known Structures
✔ Applying topic modeling to documents with known topics
✔ Analyzing Documents with Unknown Topics
✔ Exploring documents with unknown topics
✔ Creating Chatbots with Amazon Lex
• Overview of Chatbots
✔ Definition and use cases
✔ Natural Language Understanding
✔ Principles of NLU in chatbots
✔ Setting Up Chatbots with Amazon Lex
✔ Sample Chatbot Creation
✔ Building a basic chatbot for ordering flowers
✔ Custom Chatbot Development
✔ Creating a chatbot with customized functionality
✔ Implementing Business Logic with Lambda Functions
✔ Integrating Lambda functions for advanced bot capabilities
✔ Using Speech with Chatbots
• Basics of Amazon Connect for call centers
✔ Creating Personal Call Centers
✔ Obtaining Free Phone Numbers
✔ Steps to get a free phone number
✔ Integration of Amazon Lex Chatbots with Amazon Connect
✔ Connecting chatbots to call centers for voice interactions
✔ Analyzing Images with Computer Vision
• Introduction to image analysis with Rekognition
✔ Overview of image analysis with Rekognition
✔ Image Analysis Techniques
✔ Object and Scene Detection
✔ Identifying objects and scenes in images
✔ Image Moderation
✔ Detecting objectionable content in images
✔ Facial Analysis
✔ Analyzing faces in images
✔ Celebrity Recognition
✔ Recognizing celebrities in images
✔ Face Comparison
✔ Comparing faces in images
✔ Text Extraction from Images
✔ Extracting text from images
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