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Scikit-learn VS Bright Data

Compare Scikit-learn VS Bright Data and see what are their differences

Scikit-learn logo Scikit-learn

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

Bright Data logo Bright Data

World's largest proxy service with a residential proxy network of 72M IPs worldwide and proxy management interface for zero coding.
  • Scikit-learn Landing page
    Landing page //
    2022-05-06
  • Bright Data Landing page
    Landing page //
    2021-05-12

Scikit-learn videos

Learning Scikit-Learn (AI Adventures)

More videos:

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

Bright Data videos

Rotating Residential Network | Proxy Network Types | Bright Data (Formerly Luminati Networks)

Category Popularity

0-100% (relative to Scikit-learn and Bright Data)
Data Science And Machine Learning
Proxy
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Residential Proxies
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 Bright Data

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...

Bright Data Reviews

  1. Mixed feelings

    We used their DC proxies and Residential proxies. Resi proxies were having quite low success rate. We had to use resi solution from other proxy providers. Unblocker didn't work well either also it was way too expensive.

    🏁 Competitors: Smartproxy, NetNut.io
    👍 Pros:    Cheap dc proxies
    👎 Cons:    Quite expensive|Residential proxies are worse than competitiors

Top 10 Alternatives to Bright Data (formerly Luminati Proxy Networks)
Oxylabs remains the number aggressive competitor of Bright Data – they have even had a case to settle in the court in the past. If you wouldn’t want to use Bright Data proxies, then you might as well avoid Oxylabsas it is everything you hate in Bright Data and even worse. Aside from the pricing aspect, Oxylabs have been found to engage in some unethical practices and scam...
911.re Alternatives: 10 Best Proxies Smilar to 911 Proxy in 2023
The most exciting thing about Bright Data is that it comes with new daily feature releases so that you always have access to the latest features as soon as they are released. You also have access to 24/7 global support and dedicated account managers who will help you get started with Bright Data immediately!
17 BEST Residential Proxies to Buy in 2022 (Cheap & Premium)
Formerly known as Luminati Networks, Bright Data is the most popular premium residential proxy provider in the industry.
Source: earthweb.com
10 Best Free Online Proxy Server List of 2022 [VERIFIED]
Verdict: Bright Data Proxy Manager will help you with various use cases such as web data extraction, e-commerce, collecting stock market data, brand protection, etc. Bright Data has capabilities of data collection from eCommerce, Social Media, etc. It provides 24×7 global support and dedicated account managers.
How to choose the right proxy service for your bots and scraping (Residential vs. Backconnect vs. Datacenter, and Exclusive vs. Shared proxies)
To be specific, Luminati is literally an order of magnitude ahead of it’s next largest competitor and the pricing of all legally-compliant residential proxy networks (of which there are between 1 and 4, depending on your definition) is, unfortunately, nearly identical. If $500 per month seems like a lot to you, feel free to shop around. Nothing compares and nothing in the...

Social recommendations and mentions

Bright Data might be a bit more popular than Scikit-learn. We know about 28 links to it since March 2021 and only 28 links to Scikit-learn. 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 (28)

  • 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 / 2 months 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 / 11 months ago
  • WiFilter is a RaspAP install extended with a squidGuard proxy to filter adult content. Great solution for a family, schools and/or public access point
    The ML component is based on scikit-learn which differentiates it from purely list-based filters. It couples this with a full-featured wireless router (RaspAP) in a single device, so it fulfills the needs of a use case not entirely addressed by Pi-hole. Source: 12 months ago
  • PSA: You don't need fancy stuff to do good work.
    Finally, when it comes to building models and making predictions, Python and R have a plethora of options available. Libraries like scikit-learn, statsmodels, and TensorFlowin Python, or caret, randomForest, and xgboostin R, provide powerful machine learning algorithms and statistical models that can be applied to a wide range of problems. What's more, these libraries are open-source and have extensive... Source: about 1 year ago
  • Help on using R for Machine Learning?
    Scikit-learn is a machine learning library that comes with a number of pre-built machine learning models, which can then be used as python wrappers. Source: about 1 year ago
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Bright Data mentions (28)

  • Basic Web Browser with Electron +APIS
    Bright Data (formerly Luminati): One of the largest providers with a wide range of customization options and a large number of IPs available. However, their pricing and usage structure can be complex, especially for new users (Proxyway). - Source: dev.to / 12 days ago
  • Scraping the unscrapable in Python using Playwright
    Create a new account on Bright Data to gain access to the admin dashboard of the Scraping Browser for the proxy integration with your application. - Source: dev.to / 11 months ago
  • Web scraping using a headless browser in NodeJS
    Create an account on Bright Data to access all its services. But for this project, the focus would be on the Scraping Browser functionality. - Source: dev.to / 11 months ago
  • Private subnet to public NAT to another Public AWS IP address should go public internet, right?
    Luminati, now called https://brightdata.com offers a service which would grant access to residual IPs. Source: 11 months ago
  • Is allowed to scrape data using puppeteer from gg.deals?
    I have found all the required html classes and tools to scrape gg.deals website to get the required data for my discord bot. My question is if I am allowed to do that to this specific website without a WebSocket proxy scraping browser like bright data's one or any freely available on the internet. I have tried to contact them using this contact form two times and got nothing as a response. I also found their... Source: about 1 year ago
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What are some alternatives?

When comparing Scikit-learn and Bright Data, 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.

Oxylabs - A web intelligence collection platform and premium proxy provider, enabling companies of all sizes to utilize the power of big data.

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

Smartproxy - Smartproxy is perhaps the most user-friendly way to access local data anywhere. It has global coverage with 195 locations, offers more than 40M residential proxies worldwide and a great deal of scraping solutions.

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

NetNut.io - Residential proxy network with 52M+ IPs worldwide. SERP API, Website Unblocker, Professional Datasets.