Azure Data Lake Analytics Reviews in July 2026: User Ratings, Pros & Cons
Efficiently process big data without server management.
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Starts from $2 / hour
Azure Data Lake Analytics Reviews & Ratings
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Azure Data Lake Analytics pros and cons
Processes massive parallel data transformations quickly with on-demand jobs and no servers to manage.
Automatic scaling handles large data volumes without worrying about provisioning hardware.
U-SQL blends SQL and C#, making it relatively easy to learn for those with SQL or Hadoop backgrounds.
Integrates well with Visual Studio, Power BI, Databricks and other Azure data services.
There is a learning curve and platform expertise is often needed to get started.
Troubleshooting and debugging in a distributed environment can be difficult, sometimes requiring Azure support tickets.
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Showing 1-10 out of 36
SL
Sam L
02/04/23
"The power house of data management"
What do you like best about Azure Data Lake Analytics? Fast and scalable solution for all industries that deal with data processing. What do you dislike about Azure Data Lake Analytics? Learning curve and professional services were the only reason why we got up and running quickly What problems is Azure Data Lake Analytics solving and how is that benefiting you? Process large data transformation jobs using pretty much any language needed.
AC
Abhishek C
01/07/22
"Great service to manage your big data needs"
What do you like best about Azure Data Lake Analytics? Loved the ability to process massive parallel data transformation and support for multiple processing languages viz. U-SQL, R, Phython etc. What do you dislike about Azure Data Lake Analytics? Debugging in a multi cloud distributed environment is bit time consuming, looking forward for more simplified process in future releases Recommendations to others considering Azure Data Lake Analytics: Service is secure, easy to setup, build, ...
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AU
Anonymous User
10/15/21
"Great Analytics Tool Built Into the Microsoft Environment"
What do you like best about Azure Data Lake Analytics? Simplicity, easy interface, built into the Microsoft platform and great for teams that work with Azure today. What do you dislike about Azure Data Lake Analytics? I do not have any negative feedback on this platform. Recommendations to others considering Azure Data Lake Analytics: Look up documentation and reach out to other teams who have rolled this out to get examples of best practices and use cases. What problems is Azure Data Lake ...
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AU
Anonymous User
10/15/21
"Great Analytics Tool Built Into the Microsoft Environment"
What do you like best about Azure Data Lake Analytics? Simplicity, easy interface, built into the Microsoft platform and great for teams that work with Azure today. What do you dislike about Azure Data Lake Analytics? I do not have any negative feedback on this platform. Recommendations to others considering Azure Data Lake Analytics: Look up documentation and reach out to other teams who have rolled this out to get examples of best practices and use cases. What problems is Azure Data Lake ...
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AU
Anonymous User
07/08/21
"Azure Data Analytics"
What do you like best about Azure Data Lake Analytics? An easy way to store big data for future analysis. secure and compliant. Consolidating your big data into one place What do you dislike about Azure Data Lake Analytics? Requires Platform Expertise and Management Recommendations to others considering Azure Data Lake Analytics: Its very scalable and Se curable with manageable services.Suggested to work with huge volumes of data. What problems is Azure Data Lake Analytics solving and how ...
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AY
Abhishek Y
08/28/20
"Complete Data lake review"
What do you like best about Azure Data Lake Analytics? Data lake allows to us to connect to various source like power bi,data bricks What do you dislike about Azure Data Lake Analytics? We can't download complete folder and there are so many key required to connect to it Recommendations to others considering Azure Data Lake Analytics: If you confused how to handle many excels we can you it. What problems is Azure Data Lake Analytics solving and how is that benefiting you? We can keep our ...
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MZ
Mohamed Z
08/18/20
"About Azure Data Lake"
What do you like best about Azure Data Lake Analytics? Easy to analyze bulk data without any hiccup What do you dislike about Azure Data Lake Analytics? Nothing, for now, will add later if found any Recommendations to others considering Azure Data Lake Analytics: Azure is helpful and easy to understand What problems is Azure Data Lake Analytics solving and how is that benefiting you? Accuracy of the result, Fast, and reliable
MN
Manish N
08/06/20
"Review on Azure Datalake Analytics"
What do you like best about Azure Data Lake Analytics? USQL is very easy to learn and has features of query language as well as programming language. by using ADLA TBs of data can be easily analysed and in very short period of time. Monitoring and alerting is very helpful in ADLA. Gives very good out of the box features. What do you dislike about Azure Data Lake Analytics? ADLA can have a web based development IDE also as like Azure data factory. What problems is Azure Data Lake Analytics ...
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MN
Manish N
08/06/20
"Review on Azure Datalake Analytics"
What do you like best about Azure Data Lake Analytics? USQL is very easy to learn and has features of query language as well as programming language. by using ADLA TBs of data can be easily analysed and in very short period of time. Monitoring and alerting is very helpful in ADLA. Gives very good out of the box features. What do you dislike about Azure Data Lake Analytics? ADLA can have a web based development IDE also as like Azure data factory. What problems is Azure Data Lake Analytics ...
Read more
AU
Anonymous User
08/05/20
"It is good to do your analytics"
What do you like best about Azure Data Lake Analytics? automatic scaling the load i need to to take care about the hardware What do you dislike about Azure Data Lake Analytics? navigation can be improved the navigation system is old Recommendations to others considering Azure Data Lake Analytics: Improve the user navigation system What problems is Azure Data Lake Analytics solving and how is that benefiting you? to analytics on the go with managing the hardware manually
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].