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Scikit-learn VS Thumbtack

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

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Contents:
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  2. » Videos
  3. » Reviews
  4. » Alternatives

Scikit-learn logo Scikit-learn

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

Thumbtack logo Thumbtack

When you need to hire someone — a landscaper, a DJ, anyone — Thumbtack finds them for you for free. Get estimates right now from pros ready to do the job.
  • Scikit-learn Landing page
    Landing page //
    2022-05-06
  • Thumbtack Landing page
    Landing page //
    2023-06-26

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.

Thumbtack features and specs

  • Headquarters
    San Francisco, CA

Analysis of Scikit-learn

Overall verdict

  • Yes, Scikit-learn is generally regarded as a good library for machine learning, especially for beginners and intermediate users who need reliable tools with efficient implementation of numerous algorithms.

Why this product is good

  • Scikit-learn is considered a good machine learning library because it provides a wide range of state-of-the-art algorithms for supervised and unsupervised learning. It is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy. The library is well-documented, easy to use, and has a consistent API that simplifies the integration of different algorithms. Furthermore, there's a strong community and continuous development, which means it is well-maintained and updated regularly with new features and improvements.

Recommended for

  • Beginners learning machine learning concepts and application.
  • Data scientists and engineers looking for a robust and efficient toolkit to build and deploy machine learning models.
  • Researchers who need an easy-to-use library that facilitates the experimentation of various algorithms.
  • Developers who require a seamless, Python-based machine learning library that integrates well with other data analysis tools and environments.

Analysis of Thumbtack

Overall verdict

  • Thumbtack is generally considered a good resource for quickly finding and hiring local service professionals. Its ease of use, comprehensive reviews, and wide range of service categories make it a popular choice among users looking for reliable service providers.

Why this product is good

  • Thumbtack is a useful platform for finding local service professionals across various categories, such as home improvement, wellness, and events. It offers a streamlined process for connecting users with vetted professionals, often simplifying the traditional search and vetting procedure. The platform has an expansive list of services and allows users to read reviews, compare quotes, and make informed decisions based on their specific needs and budget.

Recommended for

  • Home improvement projects
  • Event planning services
  • Wellness and fitness services
  • Local personal services
  • Professional business services

Scikit-learn videos

+ Add

Learning Scikit-Learn (AI Adventures)

More videos:

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

Thumbtack videos

+ Add

Thumbtack Review 2020: Failing Results of Lead Generation EXPLAINED

More videos:

  • Review - Thumbtack is a joke! Stay so far away from this company!
  • Review - Thumbtack Review 2020: Is it Better Than Taskrabbit?

Category Popularity

0-100% (relative to Scikit-learn and Thumbtack)

Scikit-learn

Thumbtack

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Work Marketplace
0 0%
Work Marketplace
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Home Services
0 0%
Home Services
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 Thumbtack

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...
Source: searchbusinessanalytics.techtarget.com

Thumbtack Reviews

Over 50 Websites Like Thumbtack To Help Service Pros Find More Work
Thumbtack? Angie’s List? Home Advisor? Websites like Thumbtack? There are so many costs to advertising online including membership costs, costs per lead and so this is often a forgotten expense you have to take into consideration.
Source: workiz.com
12 Best Sites Like Thumbtack Alternatives for Home Projects (2020)
Thumbtack has been around since 2008, and competition has blossomed. The following represent some of the most popular alternative sites like Thumbtack – one of which is sure to help you tackle your next big project.
Source: www.epichomeideas.com
37 Apps Like Thumbtack To Help You Pick Up More Work in Your Field
If you’ve had success with Thumbtack, one of these platforms might be right for you, as well. You never know which of these platforms becomes the next big home service marketplace. Signing up early and scoring a couple of stellar reviews can give you a competitive advantage once the site really catches on.
Source: www.housecallpro.com
10 Best Lead Generation Services for Lawyers [Reviews]
Thumbtack uses a variety of marketing strategies from advertising to content to social media to drive people to its website. They also already have millions of users who know about Thumbtack and use it on a repeat-basis for finding service providers.
Source: lexicata.com
Find the right marketplace for your tutoring business
Thumbtack markets themselves as “a marketplace for accomplishment” — they put people in touch with local professionals to get jobs done. Here’s a high-level look at Thumbtack:
Source: blog.withcoach.com

Social recommendations and mentions

Scikit-learn might be a bit more popular than Thumbtack. We know about 31 links to it since March 2021 and only 21 links to Thumbtack. 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 / 4 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 / 6 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 / about 1 year 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 / over 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 / about 2 years ago
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Thumbtack mentions (21)

  • I’ve been on Seeking for a while now and not luck at all , am I ugly ?
    As to your photos: invest in these. Don't post selfies, rather *hire* a professional or semi-professional photographer and do this the right way. You can find one via thumbtack.com, expect to spend $150-200 and you'll get some amazing photos. Source: about 2 years ago
  • What do you think about a fitness marketplace?
    Other than bark.com, thumbtack.com, findmytrainer.com, or the many other sites and apps that connect clients to trainers? Even a google search for "athletic trainers [my town]" yields dozens of results in any sizable community, and there's lots of review and feedback components for these listings. What do you envision bringing to the table that these sites and apps aren't already doing that would make it... Source: about 2 years ago
  • Integrating leads with airtable.
    I use airtable as a arm and I would like for leads from a job board (thumbtack.com) to automatically link to my base. Anyone have experience creating a extension to do this? Source: over 2 years ago
  • How to find a freelance personal trainer?
    There are a handful of reasonable virtual training options (Kickoff and CoPilot for example) FindYourTrainer.com, bark.com, and thumbtack.com all have ways to search for trainers near you that will come to you, also. Source: over 2 years ago
  • Dad wants to be a real estate photographer
    Once he has some experience and a better portfolio, he can try getting some clients of his own. You can try using something like thumbtack.com or bark.com. Or he can contact some local realtors directly. Print up some promotional material and bring it to their offices. Source: almost 3 years ago
View more

What are some alternatives?

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

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

TaskRabbit - TaskRabbit connects you to safe and reliable help in your neighborhood.

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

Upwork - Forget the old rules. You can have the best people. Right now. Right here.

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

Freelancer.com - Search for jobs related to Www freelancer com homepage or hire on the world's largest freelancing marketplace with 12m+ jobs. It's free to sign up and bid on jobs.

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