Software Alternatives, Accelerators & Startups

Scikit-learn VS Jotform

Compare Scikit-learn VS Jotform and see what are their differences

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Scikit-learn logo Scikit-learn

scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Jotform logo Jotform

Free Online Form Builder & Form Creator
  • Scikit-learn Landing page
    Landing page //
    2022-05-06
  • Jotform Landing page
    Landing page //
    2022-06-12

Jotform is a powerful online form builder that makes it easy to create robust forms and collect important data. Trusted by over 20M users worldwide, such as nonprofits, educational institutions, small businesses, and enterprises, Jotform is a gateway to gathering better information to propel your business.

Scikit-learn features and specs

  • Ease of Use
    Scikit-learn provides a high-level interface for common machine learning algorithms, making it easy for beginners and professionals to implement complex models with minimal coding.
  • Extensive Documentation and Community Support
    The library has comprehensive documentation and a large, active community. This makes it easy to find tutorials, examples, and solutions to common problems.
  • Integration with Other Libraries
    Scikit-learn integrates well with other scientific computing libraries such as NumPy, SciPy, and pandas, allowing for seamless data manipulation and analysis.
  • Variety of Algorithms
    It offers a wide array of machine learning algorithms for tasks such as classification, regression, clustering, and dimensionality reduction.
  • Performance
    Designed with performance in mind, many of the algorithms are optimized and some even support multicore processing.

Possible disadvantages of Scikit-learn

  • Limited Deep Learning Support
    Scikit-learn is primarily focused on traditional machine learning algorithms and does not offer support for deep learning models, unlike libraries like TensorFlow or PyTorch.
  • Not Ideal for Large-Scale Data
    While Scikit-learn performs well for moderate-sized datasets, it may not be the best choice for extremely large datasets or big data applications.
  • Lack of Online Learning Algorithms
    The library has limited support for online learning algorithms, which are useful for scenarios where data arrives in a stream and model needs to be updated incrementally.
  • Less Flexibility in Customization
    It can be less flexible compared to lower-level libraries when highly customized or specific implementations are needed.
  • Dependency Overhead
    Scikit-learn relies on several other Python libraries like NumPy and SciPy, which might require users to manage multiple dependencies.

Jotform features and specs

  • Form Builder
    https://www.jotform.com/build/
  • Jotform Apps
    https://www.jotform.com/products/apps/
  • Jotform Enterprise
    https://www.jotform.com/enterprise/
  • Jotform Store Builder
    https://www.jotform.com/products/store-builder/
  • Jotform Tables
    https://www.jotform.com/products/tables/
  • Jotform Inbox
    https://www.jotform.com/features/inbox/
  • Jotform Mobile Forms
    https://www.jotform.com/products/mobile-forms/
  • Jotform Approvals
    https://www.jotform.com/products/approvals/
  • Jotform Report Builder
    https://www.jotform.com/products/report-builder/
  • Jotform Smart PDF Forms
    https://www.jotform.com/products/smart-pdf-forms/
  • Jotform PDF Editor
    https://www.jotform.com/products/pdf-editor/
  • Jotform Workflows
    https://www.jotform.com/products/workflows/
  • HIPAA Friendly Forms
    https://www.jotform.com/hipaa/
  • Jotform Sign
    https://www.jotform.com/products/sign/
  • Jotform for Salesforce
    https://appexchange.salesforce.com/appxListingDetail?listingId=a0N4V00000JTeWyUAL
  • Online Payments
    https://www.jotform.com/online-payments/
  • Jotform Integrations
    https://www.jotform.com/integrations/
  • Form Templates
    https://www.jotform.com/form-templates/
  • PDF Templates
    https://www.jotform.com/pdf-templates/
  • App Templates
    https://www.jotform.com/app-templates/
  • Workflow Templates
    https://www.jotform.com/workflow-templates/
  • Table Templates
    https://www.jotform.com/table-templates/
  • Prefill Forms
    https://www.jotform.com/prefill-forms/whats-new/
  • Secure Forms
    https://www.jotform.com/security/
  • Form Widgets
    https://www.jotform.com/widgets/
  • Jotform Blog
    https://www.jotform.com/blog/

Scikit-learn videos

Learning Scikit-Learn (AI Adventures)

More videos:

  • Review - Python Machine Learning Review | Learn python for machine learning. Learn Scikit-learn.

Jotform videos

JotForm Review - Beginner to Expert PREVIEW by Bizversity.com

More videos:

  • Tutorial - How to Use JotForm to Create Online Forms & Fillable PDFs
  • Tutorial - JotForm 4.0 // A Tutorial & Review
  • Tutorial - Jotform Tutorial: How to Use Jotform

Category Popularity

0-100% (relative to Scikit-learn and Jotform)
Data Science And Machine Learning
Form Builder
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Forms And Surveys
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Scikit-learn and Jotform

Scikit-learn Reviews

15 data science tools to consider using in 2021
Scikit-learn is an open source machine learning library for Python that's built on the SciPy and NumPy scientific computing libraries, plus Matplotlib for plotting data. It supports both supervised and unsupervised machine learning and includes numerous algorithms and models, called estimators in scikit-learn parlance. Additionally, it provides functionality for model...

Jotform Reviews

14 ProProfs alternatives for quizzes, surveys, and more in 2025
Jotform’s free online quiz maker lets you easily build quizzes that are interactive and automatically graded. No matter what you need — whether it’s a multiple-choice quiz for students or trivia questions for game night — Jotform has you covered. Teachers can choose from ready-made templates for the classroom, customize them for different subjects and skill levels, and even...
Source: www.jotform.com
10 SurveyMonkey Alternatives and Competitors in 2024
The reporting and analytics tools provide valuable insights, while data exporting ensures seamless integration with other systems. With Jotform, you can create an online survey or form to collect data and online payments securely—which will help you streamline your data management processes hassle-free.
Source: clickup.com
10+1 Best Workflow Management Software 2024 For Maximum Efficiency
Best known for its scalable data collection tools, Jotform Enterprise allows users to create customizable workflow management systems. However, it may at times become too complex for users seeking a simple solution. Jotform’s integrations include popular tools such as Gmail and Dropbox, and it also supports automation capabilities.
Source: www.manifest.ly
Typeform Alternatives: Tools for Surveys, Forms, and Quizzes
Online marketplaces show users rate Jotform as superior to Typeform in areas like “easy to do business with” and “easy to admin.” Jotform is another piece of software that allows users to choose from a static or question-per-page view.
Source: survicate.com
27 Best Typeform Alternatives In 2022 (Free & Paid)
While JotForm is an excellent Typeform alternative, it also has certain disadvantages. One major concern is that JotForm's interface can sometimes be clunky and complicated to navigate.

Social recommendations and mentions

Based on our record, Scikit-learn seems to be a lot more popular than Jotform. While we know about 31 links to Scikit-learn, we've tracked only 3 mentions of Jotform. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Scikit-learn mentions (31)

  • Must-Know 2025 Developer’s Roadmap and Key Programming Trends
    Python’s Growth in Data Work and AI: Python continues to lead because of its easy-to-read style and the huge number of libraries available for tasks from data work to artificial intelligence. Tools like TensorFlow and PyTorch make it a must-have. Whether you’re experienced or just starting, Python’s clear style makes it a good choice for diving into machine learning. Actionable Tip: If you’re new to Python,... - Source: dev.to / 3 months ago
  • 🚀 Launching a High-Performance DistilBERT-Based Sentiment Analysis Model for Steam Reviews 🎮🤖
    Scikit-learn (optional): Useful for additional training or evaluation tasks. - Source: dev.to / 5 months ago
  • Essential Deep Learning Checklist: Best Practices Unveiled
    How to Accomplish: Utilize data splitting tools in libraries like Scikit-learn to partition your dataset. Make sure the split mirrors the real-world distribution of your data to avoid biased evaluations. - Source: dev.to / 11 months ago
  • How to Build a Logistic Regression Model: A Spam-filter Tutorial
    Online Courses: Coursera: "Machine Learning" by Andrew Ng EdX: "Introduction to Machine Learning" by MIT Tutorials: Scikit-learn documentation: https://scikit-learn.org/ Kaggle Learn: https://www.kaggle.com/learn Books: "Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow" by Aurélien Géron "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani, and Jerome Friedman By... - Source: dev.to / about 1 year ago
  • Link Prediction With node2vec in Physics Collaboration Network
    Firstly, we need a connection to Memgraph so we can get edges, split them into two parts (train set and test set). For edge splitting, we will use scikit-learn. In order to make a connection towards Memgraph, we will use gqlalchemy. - Source: dev.to / almost 2 years ago
View more

Jotform mentions (3)

  • This seems like a new scam, right?
    Sure, you took down jotform.com, a legitimate website (it's still up by the way). Source: almost 3 years ago
  • Recommendations to help me with teaching the extended response section of the GED RLA exam?
    Something akin to a fill-in-the-blank template maybe? This was all prompted by my beginning to write one on jotform.com. I began doing it and then realized that there are probably thousands of similar templates that are way better. Thanks for any help and let me know if you'd like to share resources in the near future. Source: about 3 years ago
  • How can I include object keys as headings when using IMPORTJSONAPI?
    I'm trying to import data from Jotform so the structure of the JSON can vary. Here's an example though:. Source: over 3 years ago

What are some alternatives?

When comparing Scikit-learn and Jotform, you can also consider the following products

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

Typeform - Create beautiful, next-generation online forms with Typeform, the form & survey builder that makes asking questions easy & human on any device. Try it FREE!

OpenCV - OpenCV is the world's biggest computer vision library

Google Forms - Simple web forms from Google.

NumPy - NumPy is the fundamental package for scientific computing with Python

Survey Monkey - Create and publish online surveys in minutes, and view results graphically and in real time. SurveyMonkey provides free online questionnaire and survey software.