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It has simpleInterface but complex for developers end
Review for Annaconda
Anaconda is smooth, especailly with a mac
Best sourcing platform
One place for my dev shop
Using anaconda as machine learning beginner
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.
Best Open Source Tool
Anaconda “the bundle”
Provides all the frameworks and makes it easy to create environments for multiple projects
What is our primary use case?
I have been very enthusiastic about artificial intelligence and machine learning since my first year. I started learning Python in my first year and was using a MacBook with the M1 chip, which didn't have native Python support.
I discovered Anaconda, which developed Python for Mac, so I started using it for Python. Later, I realized its use cases in machine learning and data science.
What is most valuable?
The best thing is that it provides all the frameworks and makes it easy to create environments for multiple projects using Anaconda.
It is easy for a beginner to learn to use Anaconda. Comparatively, it is easier than using virtual environments or other environments because of the Conda environment.
However, there are many things in Anaconda that people need to be aware of, so it can be challenging.
What needs improvement?
A lot of people and companies are investing in creating automated data cleaning and processing environments. Anaconda is a bit behind in that area.
Maybe a graphical user interface where we can just input our dataset, and it will handle everything graphically and automatically, could improve Anaconda.
For how long have I used the solution?
I have been using Anacondas since my second year in college. This year, in 2024, I just graduated with my computer science degree, so it's been about two or three years.
So, I have been using it for two to three years.
What do I think about the stability of the solution?
Everything new has some bugs, but it is quite stable for machine learning applications.
What do I think about the scalability of the solution?
In my college, almost 70 to 80 percent of people used Anaconda.
How are customer service and support?
I contacted the support when I was creating a hand gesture product, and some libraries were not working because of the Python version mismatch with the library version. So, I contacted Anaconda support, and they were helpful, replying within a day.
How would you rate customer service and support?
Positive
How was the initial setup?
It is easy to install, set up, and deploy Anaconda.
What's my experience with pricing, setup cost, and licensing?
Anaconda is free to use, but in terms of hardware costs, you might need heavy GPUs to run CUDA and other demanding tasks, which can be expensive. It works on all systems and is not subscription-based.
What other advice do I have?
If you're into machine learning and data science, I would absolutely recommend it because it's essential for those fields. But if you're just exploring and learning Python, it might be too heavy for your computer.
However, if you're dedicated, I would recommend it.
Overall, I would rate the solution a ten out of ten because it has a lot of functionality available, supports many libraries, and the developers are continually improving it. It suits my needs best.
If I had to go back, I would use Anaconda again.