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ویرایش:
نویسندگان: Dr. Logan Song
سری:
ISBN (شابک) : 180512370X, 9781805123705
ناشر: Packt Publishing
سال نشر: 2023
تعداد صفحات: 472
زبان: English
فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود)
حجم فایل: 15 Mb
در صورت تبدیل فایل کتاب The Self-Taught Cloud Computing Engineer: A comprehensive professional study guide to AWS, Azure, and GCP [Team-IRA] [True PDF] به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب مهندس رایانش ابری خودآموخته: راهنمای مطالعه حرفه ای جامع برای AWS، Azure و GCP [Team-IRA] [True PDF] نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
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 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