Azure Data Lake Certfication
Azure Data Lake
Azure Data Lake is a highly scalable cloud data warehousing service that enables you to store massive amounts of unstructured data (including structured). It provides an interactive query experience and supports SQL queries for data exploration and analysis using standard tools like Hive, Jupyter Notebook, SSIS, Spark/Flink, Presto, etc.
Azure Data Lake provides a unified data and computes experience that enables you to store, process, and analyze all your data. It supports multiple workloads including streaming, batch processing, and interactive queries. Azure Data Lake integrates with other Azure services like HDInsight, Machine Learning Studio, etc., which allows you to easily build end-to-end analytics pipelines in the cloud
Types of Azure Data Lake Service
Data Lake Store: This allows you to store and process petabyte-scale data. It is a managed service that can be accessed from any client with an ODBC driver or REST API.
Data Lake Analytics: This provides an interactive query experience and supports SQL queries for data exploration and analysis using standard tools like Hive, Jupyter Notebook, SSIS, Spark/Flink, Presto, etc.
Data Lake Tools: This toolkit provides you with a unified data and compute experience that enables you to store, process, and analyze all your data
Azure Hd Insight: This is a serverless machine learning service that lets you build and deploy predictive models without writing any code. It’s designed to be easy to use, scalable, and cost-effective.
Features of Azure Data Lake
Flexible Storage Options: This provides you with the flexibility to choose from different storage options based on your needs. It also supports a wide range of file formats including CSV, JSON, Avro, Parquet, etc.
Unified Data and Compute Experience: This toolkit provides you with a unified data and compute experience that enables you to store, process, and analyze all your data. It also helps in performing real-time analytics on streaming data.
Advanced Analytics: This toolkit provides you with advanced analytics capabilities, including machine learning, stream processing, and data visualization.
Easy and Scalable: Azure Data Lake provides you with an easy, scalable, and cost-effective solution to store your data. It also helps in performing real-time analytics on streaming data.
Integrated Security: The data lake toolkit is integrated with open-source security tools like Apache Ranger and Apache Sentry, which help in controlling access to sensitive data.
Easy Integration with Other Azure Services: You can easily integrate this toolkit with other Azure services such as HDInsight, Machine Learning Studio, Power BI, etc.
Easy to Monitor and Manage: You can easily monitor and manage the performance of your data lake with the Azure Data Lake Analytics portal, which is a web-based monitoring tool.
Azure Data Lake Certifications
Microsoft Data Lake certification is an ideal certification for those who are interested in working with Azure. It helps you gain knowledge on how to use the toolkit and manage data lakes effectively.
There are various certifications available in this category
Azure Data Lake Administrator: This certification helps you learn how to use the toolkit effectively and manage data lakes efficiently. It includes topics like administration of HDFS, Azure Analysis Services, R Server, etc using the toolkit.
Azure Data Lake Analytics: The Azure Data Lake Analytics certification provides a comprehensive overview of this platform’s capabilities. It focuses on how you can use the different tools that ship with Azure Data Lake Analytics to implement real-world solutions based on tasks such as data ingestion, ETL, Machine Learning, and Distributed Analysis Patterns.
Azure Solutions Architect Expert: The Azure Solutions Architect Expert certification is ideal for IT professionals who are interested in building solutions based on Microsoft’s cloud platform. It provides an overview of the different components involved in implementing these solutions, including data management, security, and infrastructure services such as Azure SQL Database and Azure App Service.
Azure Security Engineer Associate: The Azure Security Engineer Associate certification is designed for IT professionals who are interested in learning about Azure security services and how to implement them. It covers topics such as identity management, threat detection, network security, and compliance.