A fully managed machine learning service for building recommendation systems. Amazon Personalize allows you to train, build, and deploy recommendation models without an extensive machine learning experience. Offers batch and real-time recommendations. Common Use Cases: Personalized product and content recommendations. Product rankings. Improves marketing communication through individualized push notifications and emails. Concepts Amazon Personalize can provide recommendations based on real-time data, historical data, or a mix of both. Event trackers Records user interactions in real-time. Recipe Refers to the algorithm to be used in training a solution for a given use case. Available Recipes USER_PERSONALIZATION - optimized for personalized recommendation [...]
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Azure AD Azure RBAC Description An identity and access management service that helps you access internal and external resources. An authorization system that manages user’s access to Azure resources including what they can do with those resources and what areas they can access. Focus Grants permissions to manage access to Azure Active Directory resources. Grants permissions to manage access to Azure resources. Scope Tenant level Specify at multiple levels (management group, subscription, resource group, and resource) Roles Important Azure AD built-in roles: Global Administrator - manage access to all the administrative features in Azure AD. User Administrator - [...]
The AZ-104 Microsoft Azure Administrator certification exam is designed for people who have experience in implementing, managing, and monitoring a Microsoft Azure environment. The exam will test your technical skills in implementing solutions based on different scenarios. Having prior experience in infrastructure management will help you understand the concepts and services easily. The content of the exam will test your ability to perform the following: Manage Azure identities and governance Implement and manage storage Deploy and manage Azure compute resources Configure and manage virtual networking Monitor and back up Azure resources For more information about the AZ-104 exam, you can [...]
The AWS Machine Learning — Specialty Certification is intended for individuals who are responsible for developing data science or applied machine learning projects on the AWS Cloud. This specialty certification is quite different from any other AWS exam. If you already have prior experience with other AWS certifications, you’re probably expecting to be heavily tested on AWS services and how they can be architected to build solutions that can solve different business problems. However, this is not the case in the ML-Specialty certification. Aside from Amazon SageMaker, most of the questions that you’ll encounter have nothing to do with AWS [...]
AWS previously announced a new update on the AWS Certified SysOps Administrator - Associate exam. This certification exam is designed for individuals who have at least a year of hands-on experience with networking, management, deployment, and security on the Amazon Web Services (AWS) platform. The sample exam questions can be found in this link. The beta version of the AWS Certified SysOps Administrator - Associate (SOA-C02) exam was made available from February 16 to March 26, 2021. The current version SOA-C01 will continue to be available throughout the beta phase of the new exam and until the new SOA-C02 version has been officially released. [...]
NEWS: AWS re:Invent 2020 will be Hosted Online and Registration is FREE! AWS re:Invent is a conference organized by Amazon Web Services for the cloud computing community. Since 2012, the conference has always been held in Las Vegas, but this time it’s going to be different. This 3-week conference will now be hosted online, and take note that this event is FREE for everyone. To join AWS re:Invent 2020 on November 30 - December 18, you can register here. Why should you attend? This virtual conference is the world’s premier cloud learning event. You can find different peers who leverage [...]
A fully managed service to extract, transform, and load (ETL) your data for analytics. Discover and search across different AWS data sets without moving your data. AWS Glue consists of: Central metadata repository ETL engine Flexible scheduler Use Cases Run queries against an Amazon S3 data lake You can use AWS Glue to make your data available for analytics without moving your data. Analyze the log data in your data warehouse Create ETL scripts to transform, flatten, and enrich the data from source to target. Create event-driven ETL pipelines As soon as new data becomes available in Amazon S3, you [...]
The AWS Certified Data Analytics - Specialty exam is intended for people who have experience in designing, building, securing, and maintaining analytics solutions on AWS. The exam will test your technical skills on how different AWS analytics services integrate with each other. You also need to know how they fit in the data lifecycle of collection, storage, processing, and visualization. This specialty certification exam is on par with the other AWS Professional level tests so you need to allocate ample time for your preparation. With the help of the official exam study guide, you can determine the areas that you need to focus [...]
BigQuery BigTable BigQuery is Google Cloud's fully managed, petabyte-scale, and cost-effective analytics data warehouse that lets you run analytics over vast amounts of data in near real-time. You can use bq command-line tool or Google Cloud Console to interact with BigTable. You can access BigQuery by using the Cloud Console, by using the bq command-line tool, or by making calls to the BigQuery REST API using a variety of client libraries such as Java, .NET, or Python. A dataset is contained within a specific project. Datasets are top-level containers that are used to organize and control access to your tables [...]
Serverless compute platforms like Cloud Functions, App Engine, and Cloud Run lets you build, develop, and deploy applications while simplifying the developer experience by eliminating all infrastructure management. On the other hand, Google Kubernetes Engine (GKE) runs Certified Kubernetes that helps you facilitate the orchestration of containers via declarative configuration and automation. Both Google serverless platforms and GKE allows you to scale your application based on your infrastructure requirement. Here’s a table to help you identify when to use these specific services. Cloud Functions App Engine Cloud Functions is a fully managed, serverless platform for creating stand-alone functions that respond [...]