TrustRadius

Apache Mahout vs. Jupyter Notebook

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Apache Mahout
Score 0.0 out of 10
N/A
Apache Mahout is a distributed linear algebra framework designed to let mathematicians, statisticians, and data scientists implement their own algorithms.N/A
Jupyter Notebook
Score 9.4 out of 10
N/A
Jupyter Notebook is an open-source web application that allows users to create and share documents containing live code, equations, visualizations and narrative text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, data visualization, and machine learning. It supports over 40 programming languages, and notebooks can be shared with others using email, Dropbox, GitHub and the Jupyter Notebook Viewer. It is used with JupyterLab, a web-based IDE for…N/A
Pricing
Apache MahoutJupyter Notebook
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Apache MahoutJupyter Notebook
Free Trial
NoNo
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details——
More Pricing Information
Community Pulse
Apache MahoutJupyter Notebook
Considered Both Products
Apache Mahout

No answer on this topic

Jupyter Notebook
Verified User
Anonymous
Chose Jupyter Notebook
As a beginner I tried all of them but finally due to simple and user friendly interface I opted it. I also tried visual basic which is also good platform with versatility, however for basic need it is the best.
Verified User
Anonymous
Chose Jupyter Notebook
Jupyter is very easy to understand and easy to use. And can also be used by a student, freelancer, small industries, big industries. Jupyter also provides you a tool to work with machine learning and artificial intelligence.
Verified User
Anonymous
Chose Jupyter Notebook
Negligible or no cost, Highly efficient, effective, scalable , hasslefree
Shivam Rai | TrustRadius Reviewer
Shivam Rai
Senior Implementation Services Assistant
Chose Jupyter Notebook
Jupyter Notebook is very attractive platform for new developers to code and to learn programming and perform tasks as compared to other IDE. It has very well and easy visualization, interactive programming and sharing the live code and slideshow is very easy as compare to …
Chose Jupyter Notebook
Jupyter is still the most well known and widely used platform I've seen. Using it over other competition like Zeppelin simply because of its availability, and my familiarity with its functionality.
Lindsay Veazey | TrustRadius Reviewer
Lindsay Veazey
Senior Data Scientist
Chose Jupyter Notebook
Jupyter Notebook is unique in that it offers a flexible, lightweight, easy-to-replicate way of organizing your code in a visually intuitive fashion that can be exported in a number of formats. I've found that the broad functionalities available within the notebooks suit a lot …
Ejaz Hussain | TrustRadius Reviewer
Ejaz Hussain
Senior Analyst
Chose Jupyter Notebook
Well, so far Jupyter Notebook has been the better tool for me. It gives us more freedom & has more ability to train ML models & do the data visualization more efficiently. It's easier to operate & has a very simple-to-understand UI & with the support for taking data from …
RV
Rounak Verma
Data Analyst
Chose Jupyter Notebook
I have used PyCharm as well as Jupyter Notebook and for me, Jupyter wins almost every time. I really like its user-friend interface for someone who is new to python programming. The ability to run a big chunk of code part by part is a big game-changer for me. One thing I would …
Hemant Jajoo | TrustRadius Reviewer
Hemant Jajoo
Machine Learning Intern
Chose Jupyter Notebook
It should have cleaner support for multi-environment setup and should also increase the amount of features. Moreover, more support should be present for other programming languages. It should also have the option to set a specific location that opens up whenever I run command …
AJ
Ayushi Jain
Technical Specialist
Chose Jupyter Notebook
Jupyter is easier to handle and user friendly.

We have free access to it and its cell by cell executing feature is amazing.
Verified User
Anonymous
Chose Jupyter Notebook
Jupyter Notebook has a nicer interface than RStudio in our opinion and since most of our group is familiar with Jupyter Notebook it has made it a default choice. Overall the interactive programming as well as the easy visualizations, model deployment, and markdown made Jupyter …
Verified User
Anonymous
Chose Jupyter Notebook
Jupyter Notebook is the core feature extended on by many commercial alternatives. The commercial alternatives have more feature integration with the rest of their portfolio. RStudio is another competitor for interactive and literate programming.

Arpit Ranka | TrustRadius Reviewer
Arpit Ranka
Graduate Student
Chose Jupyter Notebook
haven't actually explored as I decided to use it on a friend 's recommendation.
Verified User
Anonymous
Chose Jupyter Notebook
An interesting thing is that Jupyter Notebook is run on browser environments which may or may not be a positive feature according to cases. VS Code on [the] other hand doesn't use any interface and can run Jupyter Notebooks too. Sometimes my browser consumes too much RAM due to …
RK
Rahul Kapoor
Software Engineer
Chose Jupyter Notebook
With Jupyter Notebook besides doing data analysis and performing complex visualizations you can also write machine learning algorithms with a long list of libraries that it supports. You can make better predictions, observations etc. with it which can help you achieve better …
JJ
Jewon Ju
Data Analyst
Chose Jupyter Notebook
I like Jupyter Notebook over the other two because it keeps my work more organized. It helps me to structure my workflow and the ability to run commands in chunks keeps me from being confused when coming back to the work after some time.
Chose Jupyter Notebook
I selected Jupyter Notebook because this is better integrated with the existing production systems than optional tools (for example, R). It is also commonly used tool within the scientist community.
Verified User
Anonymous
Chose Jupyter Notebook
When I tried Zeppelin in 2017, it was still in initial versions, Jupyter was way ahead as of then. Zeppelin had limitations and I wasn't confident of it making progress as much as Jupyter.
Features
Apache MahoutJupyter Notebook
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Apache Mahout
-
Ratings
Jupyter Notebook
9.0
Ratings
7% above category average
Connect to Multiple Data Sources00 Ratings10.00 Ratings
Extend Existing Data Sources00 Ratings10.00 Ratings
Automatic Data Format Detection00 Ratings8.50 Ratings
MDM Integration00 Ratings7.40 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Apache Mahout
-
Ratings
Jupyter Notebook
7.0
Ratings
18% below category average
Visualization00 Ratings6.00 Ratings
Interactive Data Analysis00 Ratings8.00 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Apache Mahout
-
Ratings
Jupyter Notebook
9.5
Ratings
15% above category average
Interactive Data Cleaning and Enrichment00 Ratings10.00 Ratings
Data Transformations00 Ratings10.00 Ratings
Data Encryption00 Ratings8.50 Ratings
Built-in Processors00 Ratings9.30 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Apache Mahout
-
Ratings
Jupyter Notebook
9.3
Ratings
10% above category average
Multiple Model Development Languages and Tools00 Ratings10.00 Ratings
Automated Machine Learning00 Ratings9.20 Ratings
Single platform for multiple model development00 Ratings10.00 Ratings
Self-Service Model Delivery00 Ratings8.00 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Apache Mahout
-
Ratings
Jupyter Notebook
10.0
Ratings
16% above category average
Flexible Model Publishing Options00 Ratings10.00 Ratings
Security, Governance, and Cost Controls00 Ratings10.00 Ratings
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Apache MahoutJupyter Notebook
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Medium-sized Companies
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Score 10.0 out of 10
Posit
Posit
Score 10.0 out of 10
Enterprises
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Score 10.0 out of 10
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User Ratings
Apache MahoutJupyter Notebook
Likelihood to Recommend
-
(0 ratings)
10.0
(0 ratings)
Usability
-
(0 ratings)
10.0
(0 ratings)
Support Rating
-
(0 ratings)
9.0
(0 ratings)
User Testimonials
Apache MahoutJupyter Notebook
Likelihood to Recommend
No answers on this topic
I would rate it 9/10 while recommending Jupyter Notebook as it offers me a wide range of functionality to operate. It is very well suited for someone who is new to python programming as the user interface helps you build code line by line. I personally have written multiple programs in Python using Jupyter Notebook as it helps me organize long code by breaking it in a structure. Also the ability to write comments using '#' helps a lot to a reader understand the code.
RV
Rounak Verma
Data Analyst
Read full review
Pros
No answers on this topic
  • Coding and error correction line by line
  • Simple and Effectiveness
  • Easy to use for visualisation and presentation of code
  • Could be used at any place any time without hassle
Verified User
Anonymous
Read full review
Cons
No answers on this topic
  • Need more Hotkeys for creating a beautiful notebook. Sometimes we need to download other plugins which messes [with] its default settings.
  • Not as powerful as IDE, which sometimes makes [the] job difficult and allows duplicate code as it get confusing when the number of lines increases. Need a feature where [an] error comes if duplicate code is found or [if a] developer tries the same function name.
Verified User
Anonymous
Read full review
Usability
No answers on this topic
Jupyter is highly simplistic. It took me about 5 mins to install and create my first "hello world" without having to look for help. The UI has minimalist options and is quite intuitive for anyone to become a pro in no time. The lightweight nature makes it even more likeable.
Verified User
Anonymous
Read full review
Support Rating
No answers on this topic
I haven't had a need to contact support. However, all required help is out there in public forums.
Verified User
Anonymous
Read full review
Alternatives Considered
No answers on this topic
Jupyter Notebook is unique in that it offers a flexible, lightweight, easy-to-replicate way of organizing your code in a visually intuitive fashion that can be exported in a number of formats. I've found that the broad functionalities available within the notebooks suit a lot of needs I have for EDA, modeling, and data export that makes other software products fairly redundant.
Lindsay Veazey | TrustRadius Reviewer
Lindsay Veazey
Senior Data Scientist
Read full review
Return on Investment
No answers on this topic
  • Positive impact: flexible implementation on any OS, for many common software languages
  • Positive impact: straightforward duplication for adaptation of workflows for other projects
  • Negative impact: sometimes encourages pigeonholing of data science work into notebooks versus extending code capability into software integration
Lindsay Veazey | TrustRadius Reviewer
Lindsay Veazey
Senior Data Scientist
Read full review
ScreenShots