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EITC/CL/GCP Google Cloud Platform

by admin / Saturday, 16 January 2021 / Published in Uncategorized
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€110
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EITC/CL/GCP Google Cloud Platform Certification is a new important and key competence programme.

The curriculum of the EITC/CL/GCP Google Cloud Platform focuses on fundamentals of the Google Cloud Platform organized within the following structure, encompassing comprehensive video didactic content by Google as a reference for this EITC Certification.

Google Cloud Platform (GCP) is a suite of cloud computing services that runs on the same infrastructure that Google uses internally for its end-user products, such as Google Search, Gmail, file storage, and YouTube. It provides a series of modular cloud services including computing, data storage, data analytics and machine learning, supplemented with web-accessed management tools.

Google Cloud Platform provides infrastructure as a service, platform as a service, and serverless computing environments.

In April 2008, Google announced App Engine, a platform for developing and hosting web applications in Google-managed data centers, which was the first cloud computing service from the company. The service became generally available in November 2011. Since the announcement of App Engine, Google added multiple cloud services to the platform.

Google Cloud Platform is a part of Google Cloud, which includes the Google Cloud Platform public cloud infrastructure, as well as Google Workspace (G Suite), enterprise versions of Android and Chrome OS, and application programming interfaces (APIs) for machine learning and enterprise mapping services.

Google lists over 90 products under the Google Cloud brand. Some of the key services are:

  • Compute
    • App Engine – Platform as a Service to deploy Java, PHP, Node.js, Python, C#, .Net, Ruby and Go applications.
    • Compute Engine – Infrastructure as a Service to run Microsoft Windows and Linux virtual machines.
    • Kubernetes Engine (GKE) or GKE on-prem offered as part of Anthos platform[5][6] – Containers as a Service based on Kubernetes.
    • Cloud Functions – Functions as a Service to run event-driven code written in Node.js, Python, or Go.
    • Cloud Run – Compute execution environment based on Knative.[7] Offered as Cloud Run (fully managed)[8] or as Cloud Run for Anthos.[8]Currently supports GCP, AWS and VMware management.[9]
      Storage & Databases
    • Cloud Storage – Object storage with integrated edge caching to store unstructured data.
    • Cloud SQL – Database as a Service based on MySQL, PostgreSQL and Microsoft SQL Server.
    • Cloud Bigtable – Managed NoSQL database service.
    • Cloud Spanner – Horizontally scalable, strongly consistent, relational database service.
    • Cloud Datastore – NoSQL database for web and mobile applications.
    • Persistent Disk – Block storage for Compute Engine virtual machines.
    • Cloud Memorystore – Managed in-memory data store based on Redis and Memcached.
    • Local SSD: High-performance, transient, local block storage.
    • Filestore: High-performance file storage for Google Cloud users.
  • Networking
    • Google Cloud Network Topology – External Load Balancer Architecture.png
    • VPC – Virtual Private Cloud for managing the software defined network of cloud resources.
    • Cloud Load Balancing – Software-defined, managed service for load balancing the traffic.
    • Cloud Armor – Web application firewall to protect workloads from DDoS attacks.
    • Cloud CDN – Content Delivery Network based on Google’s globally distributed edge points of presence.
    • Cloud Interconnect – Service to connect a data center with Google Cloud Platform
    • Cloud DNS – Managed, authoritative DNS service running on the same infrastructure as Google.
    • Network Service Tiers – Option to choose Premium vs Standard network tier for higher-performing network.
  • Big Data
    • BigQuery – Scalable, managed enterprise data warehouse for analytics.
    • Cloud Dataflow – Managed service based on Apache Beam for stream and batch data processing.
    • Cloud Dataproc – Big data platform for running Apache Hadoop and Apache Spark jobs.
    • Cloud Composer – Managed workflow orchestration service built on Apache Airflow.
    • Cloud Datalab – Tool for data exploration, analysis, visualization and machine learning. This is a fully managed Jupyter Notebook service.
    • Cloud Dataprep – Data service based on Trifacta to visually explore, clean, and prepare data for analysis.
    • Cloud Pub/Sub – Scalable event ingestion service based on message queues.
    • Cloud Data Studio – Business intelligence tool to visualize data through dashboards and reports.
  • Cloud AI
    • Cloud AutoML – Service to train and deploy custom machine, learning models. As of September 2018, the service is in Beta.
    • Cloud TPU – Accelerators used by Google to train machine learning models.
    • Cloud Machine Learning Engine – Managed service for training and building machine learning models based on mainstream frameworks.
    • Cloud Job Discovery – Service based on Google’s search and machine learning capabilities for the recruiting ecosystem.
    • Dialogflow Enterprise – Development environment based on Google’s machine learning for building conversational interfaces.
    • Cloud Natural Language – Text analysis service based on Google Deep Learning models.
    • Cloud Speech-to-Text – Speech to text conversion service based on machine learning.
    • Cloud Text-to-Speech – Text to speech conversion service based on machine learning.
    • Cloud Translation API – Service to dynamically translate between thousands of available language pairs
    • Cloud Vision API – Image analysis service based on machine learning
    • Cloud Video Intelligence – Video analysis service based on machine learning
  • Management Tools
    • Operations suite (formerly Stackdriver ) – Monitoring, logging, and diagnostics for applications on Google Cloud Platform and AWS.
    • Cloud Deployment Manager – Tool to deploy Google Cloud Platform resources defined in templates created in YAML, Python or Jinja2.
    • Cloud Console – Web interface to manage Google Cloud Platform resources.
    • Cloud Shell – Browser-based shell command-line access to manage Google Cloud Platform resources.
    • Cloud Console Mobile App – Android and iOS application to manage Google Cloud Platform resources.
    • Cloud APIs – APIs to programmatically access Google Cloud Platform resources
  • Identity & Security
    • Cloud Identity – Single sign-on (SSO) service based on SAML 2.0 and OpenID.
    • Cloud IAM – Identity & Access Management (IAM) service for defining policies based on role-based access control.
    • Cloud Identity-Aware Proxy – Service to control access to cloud applications running on Google
    • Cloud Platform without using a VPN.
    • Cloud Data Loss Prevention API – Service to automatically discover, classify, and redact sensitive data.
    • Security Key Enforcement – Two-step verification service based on a security key.
    • Cloud Key Management Service – Cloud-hosted key management service integrated with IAM and audit logging.
    • Cloud Resource Manager – Service to manage resources by project, folder, and organization based on the hierarchy.
    • Cloud Security Command Center – Security and data risk platform for data and services running in Google Cloud Platform.
    • Cloud Security Scanner – Automated vulnerability scanning service for applications deployed in App Engine.
    • Access Transparency – Near real-time audit logs providing visibility to Google Cloud Platform administrators.
    • VPC Service Controls – Service to manage security perimeters for sensitive data in Google Cloud Platform services.
  • IoT
    • Cloud IoT Core – Secure device connection and management service for Internet of Things.
    • Edge TPU – Purpose-built ASIC designed to run inference at the edge. As of September 2018, this product is in private beta.
    • Cloud IoT Edge – Brings AI to the edge computing layer.
  • API Platform
    • Maps Platform – APIs for maps, routes, and places based on Google Maps.
    • Apigee API Platform – Lifecycle management platform to design, secure, deploy, monitor, and scale APIs.
    • API Monetization – Tool for API providers to create revenue models, reports, payment gateways, and developer portal integrations.
    • Developer Portal – Self-service platform for developers to publish and manage APIs.
    • API Analytics – Service to analyse API-driven programs through monitoring, measuring, and managing APIs.
    • Apigee Sense – Enables API security by identifying and alerting administrators to suspicious API behaviours.
    • Cloud Endpoints – An NGINX-based proxy to deploy and manage APIs.
    • Service Infrastructure – A set of foundational services for building Google Cloud products.

To acquaint yourself in-detail with the certification curriculum you can expand and analyze the table below.

For details on the Certification procedure check How it Works.

Certification Programme Curriculum

Expand All
Introductions 4 Topics
Expand
Lesson Content
0% Complete 0/4 Steps
The essentials of GCP
GCP free tier and free trial
GCP console tour
GCP developer and management tools
GCP basic concepts 10 Topics
Expand
Lesson Content
0% Complete 0/10 Steps
Compute Engine
Cloud Storage
Cloud SQL
BigQuery
Dataflow
Google Kubernetes Engine GKE
Cloud CDN
Cloud Operations
Load Balancing
High Performance Computing
GCP overview 13 Topics
Expand
Lesson Content
0% Complete 0/13 Steps
GCP Compute Engine overview
GCP Machine Learning overview
GCP Serverless overview
GCP Data and Storage overview
GCP hands-on
GCP continuous learning
Running containers on GCP
GCP and Firebase with projects and storage
GCP and Firebase with functions and Firestore
GCP logging
GCP error reporting
GCP debugging
GCP code and build tools
Getting started with GCP 37 Topics
Expand
Lesson Content
0% Complete 0/37 Steps
Cloud SQL
Datastore
Cloud Spanner
Cloud Shell
Cloud VPC
Persistent Disks
Bigtable using Cloud Shell
App Engine Python
Cloud Storage
Compute Engine
Cloud Pub/Sub
Cloud IoT Core
Deployment Manager
Resource Access Control
Text parsing and analysis with Python
Text parsing and analysis for Node.js
Text parsing and analysis for Go
Converting speech to text with Node.js
Translating speech using cURL
Securing App Engine apps
Setting up BigQuery sandbox
CLI for GCP
Private Container Registry/Storage
Build and package container artifacts
Cloud Functions quickstart
Managed Kubernetes quickstart
BigQuery Web UI quickstart
Cloud Endpoints quickstart
Image recognition and classification with Cloud Vision
Running a query with BigQuery Web UI
Loading local data into BigQuery using the Web UI
Setting up cost controls for BigQuery
Locating and querying public datasets
Copying datasets in BigQuery
Querying CloudSQL from BigQuery
Making data public in Cloud Storage
Using object versioning
GCP networking 11 Topics
Expand
Lesson Content
0% Complete 0/11 Steps
Virtual Private Cloud (VPC)
Google Cloud Interconnect
Firewall Rules
IP Addresses
Network Address Translation (NAT)
Shared VPC
VPC Peering
Routing
Cloud Router
Load Balancing
Limiting public IPs
GCP serverless with Cloud Run 3 Topics
Expand
Lesson Content
0% Complete 0/3 Steps
Introduction to Cloud Run
Cloud Run examplary deployment
Cloud Run developments
GCP labs 29 Topics
Expand
Lesson Content
0% Complete 0/29 Steps
Access control with Cloud IAM
Machine learning with Cloud ML Engine
Scalable storage
Meaningful insights with BigQuery
Scalable apps with App Engine
Containerized apps with Kubernetes Engine
Connecting GCP services with Cloud Functions
Health monitoring with Stackdriver
Google Cloud Deployment Manager
Event driven processing with Cloud Pub/Sub
Slack Bot with Node.js on Kubernetes
Exploring NCAA data with BigQuery
Scalable database service with Cloud Spanner
Speech recognition using Machine Learning
Processing text with Cloud Natural Language
Analyzing large datasets with Cloud Datalab
Personalization of G Suite Admin
IoT devices at scale with IoT Core
Apache Spark and Hadoop with Cloud Dataproc
Qwikilabs for Google Cloud hands-on practice
Cloud SDK essential command-line tools
PostgreSQL and MySQL databases with Cloud SQL
IoT Analytics Pipeline
Helping to organize world’s genomic information with Google Genomics
Protecting sensitive data with Cloud Data Loss Prevention
Container-Optimized OS
Massive workloads with Cloud Bigtable Database Service
Google Cloud Video Intelligence
Running WordPress on App Engine Flexible Environment
GCP security 8 Topics
Expand
Lesson Content
0% Complete 0/8 Steps
Securing cloud environment
Top 3 risks – access
Top 3 risks – data
Top 3 risks – platform
Securing customer data
Securing hardware
Cloud Armor
Data Center security layers
GCP support 3 Topics
Expand
Lesson Content
0% Complete 0/3 Steps
Getting support with Google Cloud Customer Care
GCP Support case best practices
How to use the Cloud Support API feature in Google Cloud Premium Support
EITC/CL/GCP Google Cloud Platform
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Certification Center

Programme Home Expand All
Introductions
4 Topics
The essentials of GCP
GCP free tier and free trial
GCP console tour
GCP developer and management tools
GCP basic concepts
10 Topics
Compute Engine
Cloud Storage
Cloud SQL
BigQuery
Dataflow
Google Kubernetes Engine GKE
Cloud CDN
Cloud Operations
Load Balancing
High Performance Computing
GCP overview
13 Topics
GCP Compute Engine overview
GCP Machine Learning overview
GCP Serverless overview
GCP Data and Storage overview
GCP hands-on
GCP continuous learning
Running containers on GCP
GCP and Firebase with projects and storage
GCP and Firebase with functions and Firestore
GCP logging
GCP error reporting
GCP debugging
GCP code and build tools
Getting started with GCP
37 Topics
Cloud SQL
Datastore
Cloud Spanner
Cloud Shell
Cloud VPC
Persistent Disks
Bigtable using Cloud Shell
App Engine Python
Cloud Storage
Compute Engine
Cloud Pub/Sub
Cloud IoT Core
Deployment Manager
Resource Access Control
Text parsing and analysis with Python
Text parsing and analysis for Node.js
Text parsing and analysis for Go
Converting speech to text with Node.js
Translating speech using cURL
Securing App Engine apps
Setting up BigQuery sandbox
CLI for GCP
Private Container Registry/Storage
Build and package container artifacts
Cloud Functions quickstart
Managed Kubernetes quickstart
BigQuery Web UI quickstart
Cloud Endpoints quickstart
Image recognition and classification with Cloud Vision
Running a query with BigQuery Web UI
Loading local data into BigQuery using the Web UI
Setting up cost controls for BigQuery
Locating and querying public datasets
Copying datasets in BigQuery
Querying CloudSQL from BigQuery
Making data public in Cloud Storage
Using object versioning
GCP networking
11 Topics
Virtual Private Cloud (VPC)
Google Cloud Interconnect
Firewall Rules
IP Addresses
Network Address Translation (NAT)
Shared VPC
VPC Peering
Routing
Cloud Router
Load Balancing
Limiting public IPs
GCP serverless with Cloud Run
3 Topics
Introduction to Cloud Run
Cloud Run examplary deployment
Cloud Run developments
GCP labs
29 Topics
Access control with Cloud IAM
Machine learning with Cloud ML Engine
Scalable storage
Meaningful insights with BigQuery
Scalable apps with App Engine
Containerized apps with Kubernetes Engine
Connecting GCP services with Cloud Functions
Health monitoring with Stackdriver
Google Cloud Deployment Manager
Event driven processing with Cloud Pub/Sub
Slack Bot with Node.js on Kubernetes
Exploring NCAA data with BigQuery
Scalable database service with Cloud Spanner
Speech recognition using Machine Learning
Processing text with Cloud Natural Language
Analyzing large datasets with Cloud Datalab
Personalization of G Suite Admin
IoT devices at scale with IoT Core
Apache Spark and Hadoop with Cloud Dataproc
Qwikilabs for Google Cloud hands-on practice
Cloud SDK essential command-line tools
PostgreSQL and MySQL databases with Cloud SQL
IoT Analytics Pipeline
Helping to organize world’s genomic information with Google Genomics
Protecting sensitive data with Cloud Data Loss Prevention
Container-Optimized OS
Massive workloads with Cloud Bigtable Database Service
Google Cloud Video Intelligence
Running WordPress on App Engine Flexible Environment
GCP security
8 Topics
Securing cloud environment
Top 3 risks – access
Top 3 risks – data
Top 3 risks – platform
Securing customer data
Securing hardware
Cloud Armor
Data Center security layers
GCP support
3 Topics
Getting support with Google Cloud Customer Care
GCP Support case best practices
How to use the Cloud Support API feature in Google Cloud Premium Support
EITC/CL/GCP Google Cloud Platform

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