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Compare Mahout and machine-learning in Python 
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At a Glance
Market Segments
Mid-Market (38.5% of reviews)
Enterprise (40.6% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Mahout
Star Rating
(13)4.2 out of 5
Market Segments
Mid-Market (38.5% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Mahoutmachine-learning in Python
Star Rating
(35)4.7 out of 5
Market Segments
Enterprise (40.6% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about machine-learning in PythonSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Reviewers mention that Mahout's integration capabilities are robust, particularly with Apache Hadoop, making it a strong choice for users already invested in the Hadoop ecosystem. In contrast, users report that machine-learning in Python offers more flexibility with various libraries like TensorFlow and Scikit-learn, allowing for easier integration with diverse data sources.
- Users say that Mahout excels in handling large-scale data processing, which is particularly beneficial for mid-market companies looking to leverage big data. However, G2 users highlight that machine-learning in Python provides a more user-friendly experience, especially for those new to machine learning, thanks to its extensive documentation and community support.
- Reviewers mention that Mahout's algorithm selection is somewhat limited compared to machine-learning in Python, which offers a wider range of algorithms and customization options. Users report that this flexibility in Python allows for more tailored solutions to specific business problems.
- Users on G2 highlight that Mahout's actionable insights are often derived from its strong performance in collaborative filtering and recommendation systems, making it a good fit for businesses focused on user engagement. In contrast, reviewers say that machine-learning in Python shines in providing detailed visualizations and insights through libraries like Matplotlib and Seaborn, enhancing interpretability.
- G2 users report that Mahout's ease of setup is decent but can be challenging for those unfamiliar with the Hadoop ecosystem. Conversely, users say that machine-learning in Python is generally easier to set up, especially for those who are already familiar with Python programming, leading to quicker deployment times.
- Reviewers mention that while Mahout has a solid support system, machine-learning in Python benefits from a larger community and more resources, which can be crucial for troubleshooting and learning. Users report that this community-driven support often leads to faster resolutions and more innovative solutions.
Pricing
Entry-Level Pricing
Mahout
No pricing availablemachine-learning in Python
No pricing availableFree Trial
Mahout
No trial information availablemachine-learning in Python
No trial information availableRatings
Meets Requirements
8.3
11
9.0
26
Ease of Use
7.1
11
9.0
29
Ease of Setup
7.6
9
8.8
20
Ease of Admin
7.6
9
9.0
17
Quality of Support
8.8
8
8.4
26
Has the product been a good partner in doing business?
8.6
6
8.9
16
Product Direction (% positive)
8.9
11
10.0
24
Features by Category
Integration - Machine Learning
Not enough data
Not enough data
Learning - Machine Learning
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Mahout and machine-learning in Python are categorized as Machine Learning
Unique Categories
Mahout has no unique categories
machine-learning in Python has no unique categories
Reviews
Reviewers' Company Size
Mahout
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
machine-learning in Python
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Computer Software
23.1%
Transportation/Trucking/Railroad
7.7%
Telecommunications
7.7%
Semiconductors
7.7%
Real Estate
7.7%
Other
46.2%
Computer Software
25.0%
Information Technology and Services
15.6%
Research
12.5%
Higher Education
6.3%
Telecommunications
3.1%
Other
37.5%
Alternatives
Discussions
Mahout has no discussions with answers
Which Python version is best for machine learning?
2 Comments
SM
3.7 or later version is best to use this language.Read more
What is Python with machine learning?
1 Comment
SD
Firstly python is just a way to get machine learning things get done not inter related to machine learning. But using python in machine learning will help...Read more
machine-learning in Python has no more discussions with answers
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