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Anaconda Business pros and cons

Vendor: Anaconda
4.1 out of 5

Pros & Cons summary

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Prominent pros & cons

PROS

Anaconda Business provides powerful features like Jupyter Notebook and a wide set of libraries, enhancing productivity and functionality.
It offers a dependable platform with excellent security and governance features, making it suitable for organizations using Python and R.
Anaconda Business supports environment setup and management, significantly reducing setup time and improving team consistency.
The platform integrates multiple data science tools in one place, including R and Python, aiding analytics and data science professionals.
Its cloud-based nature ensures accessibility from anywhere, coupled with automation features that streamline deployment and monitoring.

CONS

Better documentation or a step-by-step guide is needed for installation, especially for on-premise users.
Improvement is needed in mix-language capabilities within cells, allowing the use of different languages like R and Python together.
The framework for discovering and using features on their own could be enhanced.
Anaconda can be difficult to update after the first installation, and it can't handle heavy workloads, consuming significant processing memory.
The platform could benefit from increased automation and better advertising to enhance awareness.
 

Anaconda Business Pros review quotes

DA
Master Data at a energy/utilities company with 1,001-5,000 employees
Dec 9, 2019
It helped us find find the optimal area for where our warehouse should be located.
MH
Data Scientist Chapter Lead, Workflow & Automation at ANZ Banking Group
Dec 17, 2019
The notebook feature is an improvement over RStudio.
it_user1066977 - PeerSpot reviewer
Solution Architect/Technical Manager - Business Intelligence at a tech services company with 5,001-10,000 employees
Dec 15, 2019
The most advantageous feature is the logic building.
Learn what your peers think about Anaconda Business. Get advice and tips from experienced pros sharing their opinions. Updated: December 2025.
879,259 professionals have used our research since 2012.
reviewer1251054 - PeerSpot reviewer
Senior Software Design Engineer at a financial services firm with 5,001-10,000 employees
Dec 16, 2019
The solution is stable.
reviewer1251057 - PeerSpot reviewer
Head - Data Science (Senior Program Manager) at a tech services company with 51-200 employees
Dec 16, 2019
The most valuable feature is the set of libraries that are used to support the functionality that we require.
reviewer1094853 - PeerSpot reviewer
Sr PHP Developer at a manufacturing company with 10,001+ employees
Dec 19, 2019
The most valuable feature is the Jupyter notebook that allows us to write the Python code, compile it on the fly, and then look at the results.
reviewer1113135 - PeerSpot reviewer
R&D Program Manager at a manufacturing company with 10,001+ employees
Dec 23, 2019
The virtual environment is very good.
LN
Data Engineer at a government with self employed
Jun 17, 2020
The product is responsive, sleek and has a beautiful interface that is pleasant to use. It helps users to easily share code.
reviewer1381326 - PeerSpot reviewer
Analytics Analyst at a tech services company with 10,001+ employees
Aug 13, 2020
It's interesting. It's user friendly. That's what makes it outstanding among the others. It has a collection of R, Python, and others. Their platform strategy has a collection of many other visualization tools, apart from Spyder and RStudio, which is really helpful for data science. For any data science professional, Anaconda is really handy. It has almost all the tools for data science.
reviewer1398909 - PeerSpot reviewer
Engineer at a university with 51-200 employees
Aug 16, 2020
The documentation is excellent and the solution has a very large and active community that supports it.
 

Anaconda Business Cons review quotes

DA
Master Data at a energy/utilities company with 1,001-5,000 employees
Dec 9, 2019
I think better documentation or a step-by-step guide for installation would help, especially for on-premise users.
MH
Data Scientist Chapter Lead, Workflow & Automation at ANZ Banking Group
Dec 17, 2019
One feature that I would like to see is being able to use a different language in a different cell, which would allow me to mix R and Python together.
it_user1066977 - PeerSpot reviewer
Solution Architect/Technical Manager - Business Intelligence at a tech services company with 5,001-10,000 employees
Dec 15, 2019
The ability to schedule scripts for the building and monitoring of jobs would be an advantage for this platform.
Learn what your peers think about Anaconda Business. Get advice and tips from experienced pros sharing their opinions. Updated: December 2025.
879,259 professionals have used our research since 2012.
reviewer1251054 - PeerSpot reviewer
Senior Software Design Engineer at a financial services firm with 5,001-10,000 employees
Dec 16, 2019
The interface could be improved. Other solutions, like Visual Studio, have much better UI.
reviewer1251057 - PeerSpot reviewer
Head - Data Science (Senior Program Manager) at a tech services company with 51-200 employees
Dec 16, 2019
I think that the framework can be improved to make it easier for people to discover and use things on their own.
reviewer1094853 - PeerSpot reviewer
Sr PHP Developer at a manufacturing company with 10,001+ employees
Dec 19, 2019
Having a small guide or video on the tool would help learn how to use it and what the features are.
reviewer1113135 - PeerSpot reviewer
R&D Program Manager at a manufacturing company with 10,001+ employees
Dec 23, 2019
The solution would benefit from offering more automation.
LN
Data Engineer at a government with self employed
Jun 17, 2020
One thing that hurts the product is that the company is not doing more to advertise it as a solution and make it more well known.
reviewer1381326 - PeerSpot reviewer
Analytics Analyst at a tech services company with 10,001+ employees
Aug 13, 2020
It crashes once in a while. In case of a reboot or something unexpected, the unseen code part will get diminished, and it relatively takes longer than other applications when a reboot is happening. They can improve in these areas. They can also bring some database software. They have software for analytics and virtualization. However, they don't have any software for the database.
reviewer1398909 - PeerSpot reviewer
Engineer at a university with 51-200 employees
Aug 16, 2020
When you install Anaconda for the first time, it's really difficult to update it.