I use Anaconda for predictions, building models, and incorporating them within the product for specific use cases.
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Software engineer
What do you like best about the product?
Science packages for ai workflow and stuff
What do you dislike about the product?
Images on docker when I download to share issues
What problems is the product solving and how is that benefiting you?
Science packages in 1 place
A good platform. Using a secure platform for DS needs is a good to have
What do you like best about the product?
A platform to use packages securely. We use 30 seats
What do you dislike about the product?
A bit confused about using free version vs enterprise version
What problems is the product solving and how is that benefiting you?
Confused about free vs enterprise versions
Open source platform empowers seamless integration and efficient package management
What is our primary use case?
What is most valuable?
Anaconda is an open-source platform that can integrate numerous other kits and models in one place. It offers effective package management capabilities that are beneficial. By having control over the integrations, I can do them myself without limitations.
What needs improvement?
There is room for improvement, especially regarding deployment. The process could be streamlined as the number of actions needed to deploy is quite large compared to other tools.
For how long have I used the solution?
I have been using Anaconda for the past eight or nine years.
What do I think about the stability of the solution?
The stability of Anaconda is comparable to other tools used in data science. There are always performance issues within data science, but Anaconda is not different from others.
What do I think about the scalability of the solution?
Anaconda does not have scalability restrictions as it depends on the type of machine running it.
How are customer service and support?
I have no experience with Anaconda's technical support.
How would you rate customer service and support?
Neutral
Which solution did I use previously and why did I switch?
What's my experience with pricing, setup cost, and licensing?
Anaconda is an open-source tool, so I do not pay anything for it. It is compatible with every tool, regardless of whether it is open source or a paid package.
Which other solutions did I evaluate?
I have previously used Dataiku, H2O.ai, and Databricks for data science solutions.
What other advice do I have?
The biggest disadvantage is the amount of time needed for deployment to production. My overall experience with Anaconda is positive, and I would rate it an eight out of ten.
A great tool for python and for libraries like panda, numpy
What do you like best about the product?
I like that we can create environments in it based on our requirements. Recently, I used Anaconda to build a dashboard with Python, pandas, and Streamlit. Pandas helped me to analyze the data, and Streamlit helped me create an interactive dashboard.
What do you dislike about the product?
No negative/dislike about this product, I haven't faced any problem yet
What problems is the product solving and how is that benefiting you?
Easy to integrate anaconda environments to VS code and we can use jupitor notebook as well to write programs.
Very good management of IDE's
What do you like best about the product?
Preloaded lib, support for multiple languages and env, support for extended lib and simple integration of various tools, makes it must have.
What do you dislike about the product?
When required more customized features, It becomes short and sometimes inflexible
What problems is the product solving and how is that benefiting you?
Its pretty much our go to for managing projects in our company and handles pacakges and track dependencies and helps us too
Anaconda is smooth, especailly with a mac
What do you like best about the product?
It helps me code on jupyter notebook, which is very easy to use
What do you dislike about the product?
No automatic backup. can result in losing of data if not backed up properly
What problems is the product solving and how is that benefiting you?
It helps me code on python. i primarily work on projects as i am a inetrested in the field of machine learning.
Best sourcing platform
What do you like best about the product?
Data analysis made easy, UI navigation is easy
What do you dislike about the product?
I did not encounter such case as of now.
What problems is the product solving and how is that benefiting you?
Data Segregation
One place for my dev shop
What do you like best about the product?
It provides the best features for Python development, along with the best packages
What do you dislike about the product?
Nothing major to dislike at this point. If O have to mention something, the large size.
What problems is the product solving and how is that benefiting you?
Online notebook
Using anaconda as machine learning beginner
What do you like best about the product?
I work as a machine learning developer and also as a data scientist. I have installed Anaconda due to it's huge library support. The software has been leading the industry for the last few years, and it has a vast community which makes the customer support very simple and fast. I use it every day. For instance, you may have different product at a single place, which I keep on using Anaconda. Amongst many tools, I do decide on it due to answer that I can see in the documentation.
What do you dislike about the product?
The anaconda software is also very heavy and big in size. This program consumes a lot of memory to be operated. Certainly 8GB RAM is required to make this function and even in that case it will feel sluggish while working with some libraries
What problems is the product solving and how is that benefiting you?
The software enables software dependencies management so that I can put all my efforts towards coding. Besides, the inbuilt library support software for machine learning (ml) and data science is outstanding, thus, no additional installation of the dependencies is needed. The integrated ai also assists in code generation and debugging. I am really delighted with the idea that all the essential software can be found in one place for my development.
Unified platform for efficient coding and machine learning
What is our primary use case?
How has it helped my organization?
Anaconda has been very beneficial for our organization. The integration between different utility projects and the overall efficiency for data science and machine learning tasks has been very helpful. It provides a coding environment that saves time in setting up individual tools.
What is most valuable?
Anaconda has multiple valuable features. It provides a unified platform where you can install Jupyter, Python Spider, and other related tools without needing separate installations. The ability to work on multiple programming languages like Python, R, and Ruby is also significant. One of the best aspects is the community support.
What needs improvement?
Anaconda consumes a significant amount of processing memory when working on it. This is something that needs improvement as it can impact performance.
For how long have I used the solution?
I have been using Anaconda for four years.
What do I think about the stability of the solution?
Anaconda is stable ninety percent of the time. However, there are occasional delays due to high memory consumption.
What do I think about the scalability of the solution?
There is generally no need to scale Anaconda. The tool has minimum system requirements that need to be met for optimal performance.
How are customer service and support?
Anaconda has great community support, and its technical support is also helpful.
How would you rate customer service and support?
Positive
How was the initial setup?
The initial setup of Anaconda is straightforward. One person is enough for the installation and deployment.
What was our ROI?
Anaconda is cost-saving as it is open-source and the installation is easy. There is no need for a pricing structure for the basic version.
What's my experience with pricing, setup cost, and licensing?
Anaconda does not require a pricing structure, and it is available as an open-source tool. The features of Python, Jupyter, and others are free to use.
What other advice do I have?
I'd rate the solution nine out of ten.
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