The Self-Taught Cloud Computing Engineer A Comprehensive Professional Study Guide to AWS, Azure, and GCP
Begin your exploration into cloud computing by developing deep knowledge of cloud technologies, enhancing hands-on skills, and achieving proficiency in cloud Key Features Teach yourself all about cloud computing with this easy-to-follow guide Develop a well-rounded skillset--from fundamentals to dat...
| Otros Autores: | , |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Birmingham, England :
Packt Publishing, Limited
[2023]
|
| Edición: | First edition |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009768140306719 |
Tabla de Contenidos:
- Cover
- Title Page
- Copyright
- Dedication
- Foreword
- Contributors
- Table of Contents
- Preface
- Part 1: Learning about the Amazon Cloud
- Chapter 1: Amazon EC2 and Compute Services
- The history of computing
- The computer
- The data center
- The virtual machine
- The idea of cloud computing
- The computer evolution path
- Amazon Global Cloud infrastructure
- Building our first EC2 instances in the Amazon cloud
- Launching EC2 instances in the AWS cloud console
- Launching EC2 instances using CloudShell
- Logging in to the EC2 instances
- ELB and ASG
- AWS compute - from EC2 to containers to serverless
- Summary
- Practice questions
- Answers to the practice questions
- Further reading
- Chapter 2: Amazon Cloud Storage Services
- Understanding EBS
- Understanding EFS
- Understanding S3
- Understanding Snowball and Snowmobile
- Accessing S3 from EC2 instances
- Summary
- Practice questions
- Answers to the practice questions
- Further reading
- Chapter 3: Amazon Networking Services
- Reviewing computer network basics
- IP address
- CIDR
- The internet
- Understanding Amazon Virtual Private Cloud
- Part one - creating a VPC with subnets
- Part two - Provisioning more cloud resources and connecting them together
- Part three - hardening AWS network security
- VPC firewalls
- VPC endpoints
- Understanding Amazon Direct Connect
- Understanding Amazon DNS - Route 53
- Understanding the Amazon CDN
- Summary
- Practice questions
- Answers to the practice questions
- Further reading
- Chapter 4: Amazon Database Services
- Database basics
- Relational databases
- NoSQL databases
- In-memory cache databases
- Data warehouses
- Amazon RDS
- Amazon cloud NoSQL databases
- Amazon ElastiCache
- Amazon cloud data warehouse service
- Summary
- Practice questions.
- Answers to the practice questions
- Further reading
- Chapter 5: Amazon Data Analytics Services
- Understanding the AWS big data pipeline
- AWS Glue
- Amazon Athena
- The Amazon Kinesis family
- Amazon QuickSight
- Amazon EMR
- MapReduce and Hadoop
- AWS EMR
- Summary
- Practice questions
- Answers to the practice questions
- Further reading
- Chapter 6: Amazon Machine Learning Services
- ML basics and ML pipelines
- ML problem framing
- Data collection and preparation
- Feature engineering
- ML model development
- ML model deployment, testing, and monitoring
- Amazon SageMaker
- DL basics
- Amazon computer vision solutions
- Amazon's NLP solutions
- Amazon Comprehend
- Amazon Transcribe
- Amazon Polly
- Amazon Translate
- Amazon Lex
- Summary
- Practice questions
- Answers to the practice questions
- Further reading
- Chapter 7: Amazon Cloud Security Services
- Amazon cloud security model
- Amazon IAM
- IAM policies
- AWS infrastructure security
- AWS Organizations
- AWS resource security
- Amazon data encryption
- AWS logging, monitoring, and incident handling
- Case study - an AWS threat detection and incident handling ecosystem
- Automatic threat detection
- Automatic notification
- Automatic remediation
- Summary
- Practice questions
- Answers to the practice questions
- Further reading
- Part 2: Comprehending GCP Cloud Services
- Chapter 8: Google Cloud Foundation Services
- Google Cloud resource hierarchy
- Google Cloud compute
- Google Compute Engine
- Google Kubernetes Engine
- Google Cloud Storage
- Google Cloud networking
- Summary
- Practice questions
- Further reading
- Chapter 9: Google Cloud's Database and Big Data Services
- Google Cloud database services
- Google Cloud SQL
- Google Cloud Spanner
- Google Cloud Firestore
- Google Cloud Bigtable.
- Google Cloud Memorystore
- Google Cloud's big data services
- Google Cloud Pub/Sub
- Google Cloud BigQuery
- Google Cloud Dataflow
- Google Cloud Dataproc
- Google Cloud Looker
- Summary
- Practice questions
- Answers to the practice questions
- Further reading
- Chapter 10: Google Cloud AI Services
- Google Cloud Vertex AI
- Vertex AI datasets
- Dataset labeling
- Vertex AI Feature Store
- Workbench and notebooks
- Vertex AI custom models
- Vertex Explainable AI
- Vertex AI prediction
- Vertex AI Model Monitoring
- Vertex AI Pipelines
- Vertex AI TensorBoard and Metadata
- Vertex AI AutoML
- Google Cloud ML APIs
- Sight API
- Conversational API
- Google Cloud generative AI services
- Summary
- Practice questions
- Answers to the practice questions
- Further reading
- Chapter 11: Google Cloud Security Services
- Google Cloud IAM
- Google Cloud users and groups
- Google Cloud service accounts
- Google Cloud IAM roles
- Google Cloud endpoint security
- GCE VM security
- GCS security
- Google Cloud network security
- Google Cloud data security
- Data classification and data lineage
- Data encryption
- GCP DLP
- Google Cloud Monitoring and Logging
- Google Cloud Security Command Center (SCC)
- SCC asset discovery
- SCC scan findings
- SCC integration with Cloud DLP
- SHA
- The latest SCC features
- Summary
- Practice questions
- Answers to the practice questions
- Further reading
- Part 3: Mastering Azure Cloud Services
- Chapter 12: Microsoft Azure Cloud Foundation Services
- Azure cloud resource hierarchy
- Azure cloud compute
- Azure cloud VMs
- Azure cloud container services
- Azure serverless computing
- Azure cloud storage
- Object storage
- File storage
- Block storage
- Archive storage
- Azure cloud networking
- Azure Cloud Foundation service implementation
- Summary.
- Practice questions
- Answers to the practice questions
- Further reading
- Chapter 13: Azure Cloud Database and Big Data Services
- Azure cloud data storage
- Azure cloud databases
- Azure cloud relational databases
- Azure cloud NoSQL databases
- Azure's cloud data warehouse
- Azure cloud big data services
- Azure ADF
- Azure HDInsight
- Azure Databricks
- Summary
- Practice questions
- Answers to the practice questions
- Further reading
- Chapter 14: Azure Cloud AI Services
- Azure ML workspaces
- Azure Cognitive Services
- Azure OpenAI Service
- Summary
- Practice questions
- Answers to the practice questions
- Further reading
- Chapter 15: Azure Cloud Security Services
- Azure cloud security best practices
- Azure Security Center
- Azure IAM
- Azure cloud VM protection
- Azure cloud network protection
- Azure data protection
- Azure cloud security reference architectures
- Azure hybrid cloud infrastructure
- Azure SIEM and SOAR
- An Azure cloud security case study
- Organizational infrastructure security
- Networking infrastructure security
- Palo Alto networks
- Summary
- Practice questions
- Answers to the practice questions
- Further reading
- Part 4: Developing a Successful Cloud Career
- Chapter 16: Achieving Cloud Certifications
- Reviewing the certification roadmaps
- AWS cloud certifications
- Google Cloud certifications
- Microsoft Azure Cloud certifications
- Developing cloud certification strategies
- Cloud certification exam practice questions
- Google Cloud Digital Leader certification
- Google Cloud Associate Engineer certification
- JencoBank case study
- Company overview
- Company background
- Solution concept
- The existing technical environment
- Application - Customer loyalty portal
- CEO statement
- CTO statement
- CFO statement.
- Google Cloud Professional Security Engineer certification
- AWS Cloud Practitioner certification
- AWS Data Analytics certification
- Microsoft Azure AI Foundations certification
- Microsoft Azure AI Engineer certification
- Summary
- Further reading
- Chapter 17: Building a Successful Cloud Computing Career
- The cloud job market
- Soft cloud skills
- My cloud story
- Summary
- Index
- About Packt
- Other Books You May Enjoy.
