Datensätze für maschinelles Lernen
Nutzen Sie unsere Machine-Learning-Datensätze, um Ihre Algorithmen zu verbessern und neue Erkenntnisse in Ihrer Branche zu gewinnen.
Anzahl der Datasets
215+
Gesamtzahl der Datensätze
17B+
Beginnt bei
Bis zu 0,0025 $ pro Datensatz
Mindestbestellung
$250
Trusted by 20,000+ customers worldwide
DATENSÄTZE-MARKTPLATZ
Beliebte vorgefertigte Datensätze
Wahrscheinlich haben wir bereits eine Datensammlung aus beliebten Websites erstellt und pflegen diese.
Stellen Sie einen reibungslosen Datenzugriff sicher, indem Sie vorgefertigte Datensätze verwenden.
Stellen Sie einen reibungslosen Datenzugriff sicher, indem Sie vorgefertigte Datensätze verwenden.
- Demodaten in JSON/CSV
- Neue Datensätze
- Passen Sie die Daten an, ergänzen Sie sie und formatieren Sie sie.
LinkedIn people profiles
ID, Name, City, Country code, Position, About, Posts, Current company, and more.
Business
Beliebt
9.3K+Amazon products
Title, Seller name, Brand, Description, Initial price, Currency, Availability, Reviews count, and more.
eCommerce
Beliebt
LinkedIn company information
ID, Name, Country code, Locations, Followers, Employees in linkedin, About, Specialties, and more.
Business
Beliebt
Instagram - Profiles
Account, Fbid, ID, Followers, Posts count, Is business account, Is professional account, Is verified, and more.
Social media
Crunchbase companies information
Name, URL, ID, Cb rank, Region, About, Industries, Operating status, and more.
Business
Beliebt
Angereichert
Linkedin job listings information
URL, Job posting id, Job title, Company name, Company id, Job location, Job summary, Job seniority level, and more.
Business
Instagram - Posts
URL, User posted, Description, Hashtags, Num comments, Date posted, Likes, Photos, and more.
Social media
Zillow properties listing information
Zpid, City, State, HomeStatus, Address, IsListingClaimedByCurrentSignedInUser, IsCurrentSignedInAgentResponsible, Bedrooms, and more.
Real estate
Beliebt
LinkedIn posts
URL, ID, User id, Use url, Title, Headline, Post text, Date posted, and more.
Social media
X (formerly Twitter) - Posts
ID, User posted, Name, Description, Date posted, Photos, URL, Quoted post, and more.
Social media
Google Maps full information
Place id, URL, Country, Name, Category, Address, Description, Business details, and more.
Business
TikTok - Profiles
Account id, Nickname, Biography, Awg engagement rate, Comment engagement rate, Like engagement rate, Bio link, Predicted lang, and more.
Social media
Amazon Reviews
URL, Product name, Product rating, Product rating object, Product rating max, Rating, Author name, Asin, and more.
eCommerce
Facebook - Pages Posts by Profile URL
URL, Post id, User url, User username raw, Content, Date posted, Hashtags, Num comments, and more.
Social media
Youtube - Videos posts
URL, Title, Youtuber, Youtuber md5, Video url, Video length, Likes, Views, and more.
Social media
TikTok - Posts
URL, Post id, Description, Create time, Digg count, Share count, Collect count, Comment count, and more.
Social media
Indeed job listings information
Jobid, Company name, Date posted parsed, Job title, Description text, Benefits, Qualifications, Job type, and more.
Business
Shopee - products
URL, ID, Title, Rating, Reviews, Initial price, Final price, Currency, and more.
eCommerce
Companies information enriched dataset
URL, ID lc, Name lc, Country code lc, Locations lc, Followers lc, Employees in linkedin lc, About lc, and more.
Business
Angereichert
Walmart - products
URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.
eCommerce
Employees business enriched dataset
URL, Profile url, Linkedin num id, Avatar, Profile name, Certifications, Profile location, Profile connections, and more.
Business
Angereichert
TikTok Shop
URL, Title, Available, Description, Currency, Initial price, Final price, Discount percent, and more.
eCommerce
YouTube - Channels
URL, Handle, Handle md5, Banner img, Profile image, Name, Subscribers, Description, and more.
Social media
Glassdoor companies overview information
ID, Company, Ratings overall, Details size, Details founded, Details type, Country code, Company type, and more.
Business
Beliebt
Angereichert
Google maps reviews
URL, Place id, Place name, Country, Address, Review id, Reviewer name, Reviews by reviewer, and more.
Business
Reddit- Posts
Post id, URL, User posted, Title, Description, Num comments, Date posted, Community name, and more.
Social media
Airbnb Properties Information
Name, Price, Image, Description, Category, Availability, Discount, Reviews, and more.
Travel
X (formerly Twitter) - Profiles
X id, URL, ID, Profile name, Biography, Is verified, Profile image link, External link, and more.
Social media
IMDB media
Title, Popularity, Genres, Presentation, Credit, Videos, Photos, Top cast, and more.
Free datasets
Instagram - Reels
URL, User posted, Description, Hashtags, Num comments, Date posted, Likes, Views, and more.
Social media
Google News
URL, Title, Publisher, Date, Category, Keyword, Country, Image, and more.
News Data
Yahoo Finance business information
Name, Company id, Entity type, Summary, Stock ticker, Currency, Earnings date, Exchange, and more.
Financial
Booking Hotel Listings
URL, Hotel id, Title, Location, Country, City, Metro railway access, Images, and more.
Travel
Glassdoor companies reviews
Overview id, Review id, Review url, Rating date, Count helpful, Count unhelpful, Employee job end year, Employee length, and more.
Business
LinkedIn profiles Jobs Listings
URL, Linkedin id, Name, About, Position, Optional jobs, Country code, Experience, and more.
Business
Shein- Products
Product name, Description, Initial price, Final price, Currency, In stock, Color, Size, and more.
eCommerce
Yelp businesses overview
Business id, Yelp biz id, Name, Updates from business, Overall rating, Reviews count, Is claimed, Categories, and more.
Business
Instagram - Comments
URL, Comment user, Comment user url, Comment date, Comment, Likes number, Replies number, Replies, and more.
Social media
Facebook - Comments
URL, Post id, Post url, Comment id, User name, User id, User url, Date created, and more.
Social media
pitchbook companies information
URL, ID, Company name, Company socials, Year founded, Status, Employees, Latest deal type, and more.
Business
Zoominfo companies information
URL, ID, Name, Description, Revenue, Revenue currency, Revenue text, Stock symbol, and more.
Business
Glassdoor job listings information
URL, Company url overview, Company name, Company rating, Job title, Job location, Job overview, Company headquarters, and more.
Business
Google Shopping
URL, Product id, Title, Product description, Rating, Reviews count, Images, Variations, and more.
eCommerce
Amazon sellers info
Seller id, URL, Seller name, Description, Detailed info, Stars, Feedbacks, Return policy, and more.
eCommerce
eBay
URL, Product id, Title, Seller name, Seller rating, Seller reviews, Breadcrumbs, Root category, and more.
eCommerce
Amazon products global dataset
Title, Seller name, Brand, Description, Initial price, Currency, Availability, Reviews count, and more.
eCommerce
Otodom Poland
Title, Price, Market, Surface, Location, Remote support, Lighting, Advertiser type, and more.
Real estate
G2 software product overview
URL, Product name, Product id, Rating, Description, Product url, Seller, Ownership, and more.
Business
Angereichert
Github repository
URL, ID, Code language, Code, Num lines, User name, User url, Size, and more.
Data for AI
Home Depot US
URL, Domain, Country code, Model number, Sku, Product id, Product name, Manufacturer, and more.
eCommerce
Facebook - Posts by group URL
URL, Post id, User url, User username raw, Content, Date posted, Hashtags, Num comments, and more.
Social media
Facebook Marketplace
URL, Title, Initial price, Final price, Currency, Product id, Breadcrumbs, Condition, and more.
Social media
Facebook - Posts by post URL
URL, Post id, User url, User username raw, Content, Date posted, Hashtags, Num comments, and more.
Social media
Amazon best seller products
Title, Seller name, Brand, Description, Initial price, Final price, Final price high, Currency, and more.
eCommerce
Etsy
URL, Product id, Listing inventory id, Title, Rating, Reviews count shop, Reviews count item, Initial price, and more.
eCommerce
Australia real estate properties
Rea property id, Property type, State, Postcode, Year built, Last sold date, Last sold agency, Bedrooms, and more.
Real estate
Google Play Store
URL, Title, Developer, Monetization features, Images, About, Data safety, Rating, and more.
Ad verification
TikTok - Comments
URL, Post url, Post id, Post date created, Date created, Comment text, Num likes, Num replies, and more.
Social media
Trustpilot business reviews
Company name, Review id, Review date, Review rating, Review title, Review content, Is verified review, Review date of experience, and more.
Business
G2 software - product reviews
Review id, Author id, Author, Position, Company size, Stars, Date, Title, and more.
Business
Amazon products search
Asin, URL, Name, Sponsored, Initial price, Final price, Currency, Sold, and more.
eCommerce
Booking Listings Search
URL, Location, Check in, Check out, Adults, Children, Rooms, ID, and more.
Travel
Goodreads books
URL, ID, Name, Author, Star rating, Num ratings, Num reviews, Summary, and more.
Free datasets
Yelp businesses reviews
Business id, Review auther, Rating, Date, Content, Review image, Reactions, Replies, and more.
Business
Reddit - Comments
URL, Comment id, User posted, Comment, Date posted, Post url, Post id, Community name, and more.
Social media
Zillow price history
URL, Zpid, Date, Event, Posting is rental, Price, Price change rate, Price per squarefoot, and more.
Real estate
World population
URL, Flag image, Country, Last year population, Country area, Country land area, Country density (/km²), Population world percentage, and more.
Free datasets
Amazon Walmart
URL, Title amazon, Seller name amazon, Brand amazon, Description amazon, Initial price amazon, Currency amazon, Availability amazon, and more.
eCommerce
Zara - Products
Category id, Product id, Product name, Price, Currency, Colour code, Colour, Description, and more.
eCommerce
Facebook - Profiles
URL, Name, ID, Profile photo, Cover photo, Work, College, High school, and more.
Social media
Wikipedia articles
URL, Title, Table of contents, Raw text, Cataloged text, Images, See also, References, and more.
Data for AI
Target
URL, Product id, Title, Product description, Rating, Reviews count, Initial price, Discount, and more.
eCommerce
Indeed companies info
Name, Description, URL, Work happiness, Jobs categories, Website, Industry, Company size, and more.
Business
Pinterest - Posts
URL, Post id, Title, Content, Date posted, User name, User url, User id, and more.
Social media
Zoopla properties listing information
URL, Property type, Property title, Address, Google map location, Virtual tour, Street view, URL property, and more.
Real estate
Youtube - Comments
Comment id, Comment text, Likes, Replies, Username, Username md5, User channel, Date, and more.
Social media
Facebook - Pages and Profiles
ID, URL, Page name, Username, Entity type, Summary text, Primary category, Work, and more.
Social media
Best Buy products
URL, Product id, Title, Images, Final price, Currency, Discount, Initial price, and more.
eCommerce
NBA players' stats
URL, Player name, Player games played, Player games started, Player minutes per game, Player points per game, Player offensive rebounds per game, Player defensive rebounds per game, and more.
Free datasets
Lazada - Products
URL, Title, Rating, Reviews, Initial price, Final price, Currency, Stock, and more.
eCommerce
Lowes.com
URL, Domain, Marketplace pn, Sku, Other pn, Model number, Gtin ean pn, Product name, and more.
eCommerce
Walmart sellers info
Seller id, URL, Catalog seller id, Seller name, Seller display name, Seller email, Seller phone, Seller about us, and more.
eCommerce
Facebook Events
Event id, URL, Main image, Event date, Title, People responded, Event by, Location, and more.
Social media
OLX Brazil - marketplace ads
Body, Subject, Currency, PriceValue, ProfessionalAnnouncement, Category, ParentCategoryName, CategoryName, and more.
Ad verification
Sephora products
URL, ID, Name, Sku, In stock, Regular price, Actual price, Unit price, and more.
eCommerce
Ikea - Products
Description, In stock, Color, Size, Reviews count, Main image, Category url, Category, and more.
eCommerce
Realtor international properties listings
URL, ID, Title, Price, Currency, Description, Images, Bedrooms, and more.
Real estate
BBC news
ID, URL, Author, Headline, Topics, Publication date, Content, Videos, and more.
News Data
Xing social network
Account id, FamilyName, Gender, Membership, Country code, Experience, Education, Languages, and more.
Business
Ozon.ru products
URL, Sku, Breadcrumbs, Name, Rating, Review count, Description, Image, and more.
eCommerce
Facebook - Reels by profile URL
URL, Post id, User url, User username raw, Content, Date posted, Hashtags, Num comments, and more.
Social media
Wayfair products
URL, Product id, Title, Rating, Reviews count, Initial price, Discount, Final price, and more.
eCommerce
Creative Commons Images
URL, Title, Description, Image url, Creators, License, Keyword, Type, and more.
Data for AI
Google Shopping products search US
URL, Product id, Title, Final price, Initial price, Currency, Rating, Reviews count, and more.
eCommerce
Google Play Store reviews
URL, Review id, Reviewer name, Review date, Review rating, Review, Found helpful, App url, and more.
eCommerce
Slintel 6sense company information
Name, About, Num employees, Type, Industries, Techstack arr, Country code, Website, and more.
Business
Angereichert
Digikey - Products
Product url, Category url, Part number, Description, Manufacturer, Manufacturer url, Datasheet url, Rohs compliant, and more.
eCommerce
Facebook Company Reviews
Company name, Company id, Company url, URL, Review time, Recommends, Review content, Review attachments, and more.
Social media
Myntra products
URL, Product id, Title, Product description, Rating, Ratings count, Initial price, Discount, and more.
eCommerce
Owler companies information
CompanyID, Ownership, IndustrySectors, Revenue, Founded, CompanyName, Country, EmployeeCount, and more.
Business
Naver products
URL, Product id, Title, Original price, Final price, Discount rate, Currency, Description, and more.
eCommerce
US lawyers directory
URL, Address, Admission, Areas of practice, Isln, Law school attended, Location, Name, and more.
Business
H&M - Products
Category tree, Color, Country code, County of origin, Currency, Delivery, Description, Domain, and more.
eCommerce
Webmotors Brasil - Cars Listings
ID SELLER, ID, URL, Tipo, Marca, Modelo, Ano, Variante, and more.
eCommerce
Manta businesses
Company name, Business state, Sic code, Phone number, Website, Business categories, Business city, Business country, and more.
Business
Tokopedia Products
Product id, Title, URL, Currency, Delivery, Final price, Initial price, Seller name, and more.
eCommerce
CNN news
ID, URL, Author, Headline, Topics, Publication date, Updated last, Content, and more.
News Data
Mouser - Products
Product url, Category url, Mouser part num, Mfr part number, Manufacturer, Image, Image high, Manufacturer url, and more.
eCommerce
Apple App Store reviews
URL, Review id, Review title, Review rating, Reviewer name, Review date, Review, Developer response, and more.
eCommerce
Agoda Properties Listings
URL, Hotel id, Title, Location, Country, City, Metro railway access, Images, and more.
Travel
Wildberries.ru products
URL, Sku, Breadcrumbs, Name, Rating, Review count, Image, Brand, and more.
eCommerce
Zonaprop Argentina - Properties Listing
URL, Title, GeneratedTitle, Imagenes, Numero de imagenes, Description, Precio, Currency, and more.
Real estate
Carsales Cars Listings search page information
Car id, URL, Manufacturer, Model, Badge, Year, Price, Currency, and more.
eCommerce
Quora posts
URL, Post id, Author name, Title, Post date, Originally answered, Over all answers, Post text, and more.
Social media
Pinterest - Profiles
URL, Profile picture, Name, Nickname, Website, Bio, Following count, Follower count, and more.
Social media
VentureRadar company information
URL, Location, Name, Country code, Ownership, Score, Auto analyst score, Website popularity, and more.
Business
Inmuebles24 Mexico - Properties Listings
URL, Title, GeneratedTitle, Description, Seller, Precio, Publicado hace, CreatedDate, and more.
Real estate
Chileautos Chile - Cars Listings
URL, Marca, Modelo, Ano, Variante, Kilometraje, Condicion, Combustible, and more.
eCommerce
Zalando products
Domain, Country code, URL, Sku, Condition, Gender, Product name, Brand, and more.
eCommerce
Trustradius product reviews
URL, Product id, Product name, Review id, Review url, Review title, Review rating, Review date, and more.
Business
mercadolivre.com.br products
URL, Product id, Title, Breadcrumbs, Category, Tags, Final price, Original price, and more.
eCommerce
Yapo Chile - marketplace ads
Title, Description, Seller name, Root category id, Root category name, Parent category id, Parent category name, Active, and more.
Ad verification
Asos - Products
URL, Name, Brand, Description, About me, Availability, Buy the look, Category, and more.
eCommerce
World zipcodes
Country, Region, City state, Codes list, Input, Warning, Error, and more.
Other
Bluesky - Posts
URL, Post id, Post date, Posted by, Post text, Comments, Reposts, Likes, and more.
Social media
Vimeo - Videos posts
Video id, Title, URL, Uploader, Video url, Video length, Views, Likes, and more.
Social media
Lazada - Reviews
URL, Title, Rating, Reviews, Seller name, Sku, Mpn, Is super seller, and more.
eCommerce
Hermes- Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Lego - Products
Product name, Category, Description, Initial price, Final price, Currency, In stock, Availability, and more.
eCommerce
Home Depot CA
Domain, Country code, URL, Model number, Sku, Product name, Manufacturer, Description, and more.
eCommerce
Metrocuadrado - Properties Listings
URL, ID, Precio, Habitaciones, Banos, Dimension propiedad, Dimension terreno, Comuna Ciudad, and more.
Real estate
Chanel Products
Product name, Product description, Country, Currency, Color, Variations, Free sample, Image slider, and more.
eCommerce
Lazada products search (GMV)
URL, Name, Price, Currency, Number sold, Sku, Image url, Rating, and more.
eCommerce
Kroger.com
Sku, Variant id, URL, Rootdomain, Name, Brand, Currency, Price, and more.
eCommerce
Dior - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Toctoc - Properties Listings
Imagen, No de imagenes, Descripcion, Precio, Currency, Ubicacion, Habitaciones, Banos, and more.
Real estate
Infocasas Uruguay - Properties Listings
URL, ID, Imagen, Descripcion, Precio, Ubicacion, Habitaciones, Banos, and more.
Real estate
Top 500 Bluesky Profiles
URL, Did, Handle, Display name, Created date, Description, Followers count, Follows count, and more.
Social media
Ashleyfurniture - Products
Product name, Brand, Initial price, Final price, Currency, In stock, Availability, Color, and more.
eCommerce
Properati Argentina and Colombia - Properties Listings
Type, Name, Estrato, Habitaciones, Banos, M2, Descripcion, Precio, and more.
Real estate
Apple App Store
URL, Title, Sub title, Developer, Top charts, Monetization features, Image, Screenshots, and more.
Ad verification
Creative Commons 3D Models
URL, ID, Domain, Title, Description, License, Images, Creator details, and more.
Data for AI
Westelm products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
AE.com - Complete Products
Product name, Brand, Description, Initial price, Final price, Currency, In stock, Availability, and more.
eCommerce
Mango Products
Product name, Price, Image, Size, Product article, Availability, Description, Colour code, and more.
eCommerce
Balenciaga.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Costco products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Mediamarkt.de products
Brand, Description, Manufacturer, Ean, Sku, Initial price, Final price, In stock, and more.
eCommerce
Fanatics.com - Products
Product name, Brand, Description, Initial price, Final price, Currency, In stock, Color, and more.
eCommerce
Macys.com
URL, Star rating distribution, Quantity sold, Is promo, Sku, Rootdomain, Name, Brand, and more.
eCommerce
Rona.ca products
URL, Title, Description, Currency, Final price, Initial price, Product specifications, Domain, and more.
eCommerce
Toysrus - Products
Product name, Brand, Description, Initial price, Final price, Currency, In stock, Reviews count, and more.
eCommerce
Crateandbarrel - Products
Product name, Brand, Description, Initial price, Final price, Currency, In stock, Availability, and more.
eCommerce
Snapchat posts
URL, Post id, Profile name, Profile handle, Profile link, Num comments, Num shares, Num views, and more.
Social media
Zara Home Products
Category id, Category key, Category name, Product id, Product name, Price, Price discount, Price with fillings, and more.
eCommerce
Autozone - products
URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
eCommerce
Carters.com - Products
Product name, Description, In stock, Availability, Color, Size, Reviews count, Category url, and more.
eCommerce
Loewe.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Prada.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Fendi Products
Product id, URL, Product name, Product description, Short description, Image, Price, Currency, and more.
eCommerce
Micro Center Products
URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
eCommerce
Bottegaveneta.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Massimo Dutti - Products
URL, Title, Price, Product type, Family name, Subfamily name, Images, Size, and more.
eCommerce
Delvaux - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Ysl.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Montblanc - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Raymourflanigan.com - Products
Product name, Seller name, Brand, Description, Initial price, Final price, Currency, In stock, and more.
eCommerce
Harbor Freight Products
URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
eCommerce
llbean.com - Products
IDentity, Product name, URL, Description, Category tree, Color, Country code, County of origin, and more.
eCommerce
Mybobs.com - Products
Product name, Initial price, Final price, Currency, In stock, Main image, Category tree, Country code, and more.
eCommerce
B&H Products
URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
eCommerce
249+Mattressfirm - Products
Product name, Brand, Description, Initial price, Final price, Currency, In stock, Color, and more.
eCommerce
Celine.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Sleepnumber.com - Products
Description, Initial price, Final price, Currency, In stock, Color, Size, Reviews count, and more.
eCommerce
Berluti.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Moynat.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
La-z-boy.com - Products
Product name, Description, Initial price, Final price, Currency, In stock, Size, Reviews count, and more.
eCommerce
Sweetwater
URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
eCommerce
Bass Pro Shops
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Rona.ca products unified schema
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
237+ACE products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Mercari Products
URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
eCommerce
Barnes & Noble Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Ferguson Home Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Vevor Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
233+Guitar Center Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Crateandbarrel - Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
231+Dick’s Sporting Goods
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
231+Summit Racing Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
231+Abercrombie & Fitch
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Dell Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
229+Hoka products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
229+Saks Fifth Avenue products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
228+apple shop products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Newegg Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Staples
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Instacart Products unified schema
URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
eCommerce
227+Lenovo Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
226+Ulta
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
226+Poshmark Products unified schema
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
226+adidas products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
academy products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Nike products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
225+Vitacost products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Aliexpress products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
225+Parts Geek
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
225+Bed Bath & Beyond
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
chewy products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
224+Advance Auto Parts
URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
eCommerce
224+J.Crew Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
224+Editorialist products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
224+Flipkart Products unified schema
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
224+thorne products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
223+Zara Home products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
223+Office Depot Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
GameStop Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
222+Williams sonoma products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
222+hp products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
222+Backcountry products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
222+American Eagle
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
222+Cabelas products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
222+Neiman Marcus
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
222+Overstock Products unified schema
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
222+LLBean
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
222+vitamin shoppe products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+World Market products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+Urban Outfitters
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+Victoria's Secret products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+Bath & Body Works
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+Athome products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+AT&T Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+Hobbylobby
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+Alibaba
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+Sharkninja
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+Lululemon products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+Terrain Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+Fragrance Net Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+Paula's Choice Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+Sony Electronics Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Garmin Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
221+iherb products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+Belk products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+Greenrow
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+Grainger
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+ON Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+Pottery Barn Kids products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+Rei
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+Kohl's Products unified schema
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+Bershka Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+Nordstrom
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+Michaels Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+Sephora Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Macys Products unified schema
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+LG Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+Dollar General Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
220+scheels products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
219+Dillard's
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
219+Walgreens
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
219+Stradivarius Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
219+Markandgraham products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
219+Pottery Barn Teen
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
219+Pottery barn products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
219+Samsclub products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
219+Massimodutti
URL, Item id, Variant id, Title, Description, Brand, Image url, Price, and more.
eCommerce
219+Zara.com products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
219+Free people
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
219+H&M products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
219+L'oreal Paris Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Pet Smart Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Containerstore products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Napa Online
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Adorama
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Quince Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Samsung
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Ashley Furniture
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Converse Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Clinique Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Kiehl's Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Blick Art Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Famousfootwear Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Underarmour Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+Oxo Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
218+tractor supply products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+Nintendo products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+Pull & Bear Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+Rejuvenation
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+Theordinary products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+Oysho
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+Lyst
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
217+Bloomingdale's
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+WebstaurantStore
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+Rocksbox
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+Peoples Jewellers products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+LA Roche Posay Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+Nature Made Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+Sur La Table Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+Flooranddecor Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
217+Canon USA products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
216+Newbalance products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
216+Anthropologie Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
216+Dermalogica Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
216+Naturium Products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
216+
Filtern Sie den Datensatz Maschinelles Lernen mit einer einzigen Eingabeaufforderung.
Beschreiben Sie genau, was Sie benötigen, und lassen Sie die KI in Sekundenschnelle die perfekten Filter anwenden.
- Beschreiben Sie Datenanforderungen in einfachem Englisch.
- Die KI wendet automatisch präzise Filter an.
- Beschränken Sie große Datensätze auf das, was für Sie wichtig ist.
- Sparen Sie Kosten, indem Sie irrelevante Daten überspringen.
- Exportieren Sie gefilterte Daten in Ihrem bevorzugten Format.
Available delivery options
NEU!
Maximieren Sie den Wert durch strategische Kosteneinsparungen
Intelligente Datenaktualisierungen
Greifen Sie nur auf „Neue Datensätze” oder „Aktualisierte Datensätze” zu, um sicherzustellen, dass Sie nur für das bezahlen, was Sie benötigen.
Datensatz-Bundles
Sichern Sie sich einen Mehrwert, indem Sie zwei oder mehr Datensätze zusammen kaufen und von exklusiven Rabatten profitieren.
Mengenrabatte
Erhalten Sie mehr für weniger Geld mit erheblichen Einsparungen beim Kauf großer Datensätze oder Update-Abonnements.
Angereicherte Datensätze
Sparen Sie Zeit und Ressourcen mit vorgefertigten Datensätzen, die mehrere Quellen zu einem sauberen Datensatz kombinieren.
Dataset sample
Datensätze für maschinelles Lernen können durch die Kombination verschiedener Quellen und Websites erstellt werden, darunter bereits vorhandene und benutzerdefinierte. Zu den Datenpunkten können Produktdetails, Preisinformationen, Unternehmensdaten, verfügbare Größen, Farboptionen, Artikel und andere öffentlich zugängliche Informationen gehören.
Datasets Pricing
Aktualisierungsrate
- Sauber und validiert
- Monatlich aufgefrischt
- JSON/CSV/Parquet
KI-Agenten sofort aktivieren
Unsere Maschinelles Lernen Datensätze sind AI/LLM-optimiert: klar strukturiert, gut dokumentiert, mit Code und Rezepten für eine einfache LLM/Chatbot-Integration.
Strukturiert & sauber
Vorverarbeitete Daten mit konsistenten Schemata, perfekt für das Training und die Inferenz von KI-Modellen.
Code-Beispiele
Gebrauchsfertige Python-, Node.js-, cURL-, PHP-, Go-, Java- und Ruby-Snippets zur einfachen Integration in KI-Workflows.
Dokumentation
Umfassende Leitfäden und Notizbücher für ChatGPT, Claude und andere LLM-Integrationen.
curl --request GET
--url https://api.brightdata.com/datasets/snapshots/{id}/download
--header 'Authorization: Bearer '
Anfragen importieren
url = "https://api.brightdata.com/datasets/snapshots/{id}/download"
headers = {"Authorization": "Bearer "}
response = requests.get(url, headers=headers)
print(response.json())
const url = 'https://api.brightdata.com/datasets/snapshots/{id}/download';
const options = {method: 'GET', headers: {Authorization: 'Bearer '}, body: undefined};
try {
const response = await fetch(url, options);
const data = await response.json();
console.log(data);
} catch (error) {
console.error(error);
}
HttpResponse response = Unirest.get("https://api.brightdata.com/datasets/snapshots/{id}/download")
.header("Authorization", "Bearer ")
.asString();
require 'uri'
erfordern 'net/http'
url = URI("https://api.brightdata.com/datasets/snapshots/{id}/download")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
Anfrage = Net::HTTP::Get.new(url)
request["Authorization"] = 'Bearer '
response = http.request(request)
puts response.read_body
Auf Ihre Bedürfnisse zugeschnittene Datensätze für maschinelles Lernen
Erhalten Sie benutzerfreundliche, gut strukturierte Datensätze für jeden Anwendungsfall.
Daten-Abonnement
Abonnieren Sie den Zugang zu Datensätzen zu deutlich reduzierten Kosten.
Datei-Ausgabeformate
JSON, NDJSON, JSON Lines, CSV, Parquet. Optional .gz-Komprimierung.
Flexible Lieferung
Snowflake, Amazon S3-Bucket, Google Cloud, Azure und SFTP.
Skalierbare Daten
Skalieren Sie, ohne sich um Infra, Proxy-Server oder Blöcke kümmern zu müssen.
Kosteneinsparungen
Passen Sie jeden Datensatz mithilfe von Filtern und Formatierungsoptionen an.
Codepflege
Die Datensätze werden auf der Grundlage von Änderungen der Website-Struktur gepflegt.
Vereinfachte Integrationen
Profitieren Sie von Integrationen mit Snowflake und AWS.
24/7-Support
Ein engagiertes Team von Datenexperten ist für Sie da.
Führend bei der Einhaltung von Vorschriften
Die Daten werden nach ethischen Grundsätzen und unter Einhaltung aller Datenschutzgesetze erhoben.
Strukturierte und zuverlässige Daten für maschinelles Lernen
Wir liefern die Daten, während Sie sich auf den Rest konzentrieren
Umfangreiche Webdaten
Durch unsere Entsperrungsfunktionen und IP-Rotation rund um die Uhr gewährleisten wir den Zugriff auf alle Datenpunkte einer Website.
Daten zur sofortigen Verwendung
Im Rahmen unseres robusten Datenvalidierungsprozesses wird jeder Aspekt der Datenerfassung sorgfältig validiert.
Automatisierter Datenfluss
Erstellen Sie benutzerdefinierte Zeitpläne, um die Datenübermittlung zu automatisieren, und beobachten Sie, wie die Daten reibungslos in Ihren Speicher fließen.
Wie Unternehmen Datensätze für maschinelles Lernen nutzen
Modelltraining und Validierung
Nutzen Sie den Machine-Learning-Datensatz, um eine Vielzahl von Modellen zu trainieren und zu validieren und so eine robuste Leistung in verschiedenen Anwendungen sicherzustellen, darunter Bilderkennung, NLP und Empfehlungssysteme.
Jetzt kaufen 
Algorithmus-Benchmarking
Nutzen Sie den umfassenden Datensatz, um verschiedene Algorithmen des maschinellen Lernens zu vergleichen und die effektivsten für verschiedene Aufgaben wie Betrugserkennung, Stimmungsanalyse und vorausschauende Wartung zu identifizieren.
Jetzt kaufen 
Feature Engineering
Nutzen Sie den Datensatz für das Feature Engineering, um wichtige Datenattribute aufzudecken und die Vorhersagegenauigkeit von Machine-Learning-Modellen für Anwendungen wie Kundensegmentierung, personalisiertes Marketing und Finanzprognosen zu verbessern.
Jetzt kaufen 
Holen Sie sich noch heute Daten für maschinelles Lernen.
Häufig gestellte Fragen zu Datensätzen für maschinelles Lernen
Welche Daten sind im Datensatz für maschinelles Lernen enthalten?
Wir erstellen einen auf Ihre spezifischen Anforderungen zugeschnittenen Datensatz für maschinelles Lernen. Dieser Datensatz kann durch die Kombination verschiedener Quellen und Websites erstellt werden, darunter bereits vorhandene und benutzerdefinierte. Zu den Datenpunkten können Produktdetails, Preisinformationen, verfügbare Größen, Farboptionen, Artikel und andere öffentlich zugängliche Informationen gehören.
Kann ich Updates für meinen gekauften Machine-Learning-Datensatz erhalten?
Ja, Sie können Updates für Ihren Machine-Learning-Datensatz täglich, wöchentlich, monatlich oder nach individuellen Vorgaben erhalten.
Kann ich einen Teil des Machine-Learning-Datensatzes erwerben?
Ja, Sie können einen Teilbereich für maschinelles Lernen erwerben, der nur die Datenpunkte enthält, die Sie benötigen. Durch den Kauf eines Teilbereichs werden die Kosten erheblich reduziert.
In welchem Format erhalte ich den Machine-Learning-Datensatz?
Sie können eines der folgenden Formate wählen: JSON, ndJSON, CSV oder XLSX.
Kann ich öffentliche Daten zum maschinellen Lernen selbst scrapen?
Wenn Sie keinen Datensatz kaufen möchten, können Sie mit unseren Web Scraper-APIs Daten für maschinelles Lernen scrapen.
Kann ich ein Datenbeispiel erhalten?
Ja, Sie können Beispieldaten anfordern, um die Qualität und Relevanz der bereitgestellten Informationen zu bewerten. Auf diese Weise können Sie sicherstellen, dass sie Ihren Anforderungen entsprechen, bevor Sie sich für einen vollständigen Datensatz entscheiden.
Kann ich bestimmte Datenpunkte aus dem Machine-Learning-Datensatz anfordern?
Ja, Sie können bestimmte Datenpunkte aus dem Machine-Learning-Datensatz anfordern, die auf Ihre individuellen Bedürfnisse zugeschnitten sind, sodass Sie genau die Informationen erhalten, die Sie für Ihre Projekte benötigen.
Ist es möglich, den Machine-Learning-Datensatz direkt in meine bestehenden Systeme zu integrieren?
Selbstverständlich bietet der Machine-Learning-Datensatz eine nahtlose API-Integration, sodass Sie die Daten mühelos in Ihr CRM, Ihre Analysetools oder andere von Ihnen verwendete Systeme integrieren und so Ihre Abläufe optimieren können.
Wie können mir Machine-Learning-Datensätze helfen?
Nutzen Sie unsere Machine-Learning-Datensätze, um Ihre Modelle zu entwickeln und zu validieren. Unsere Datensätze sind so konzipiert, dass sie eine Vielzahl von Machine-Learning-Anwendungen unterstützen, von der Bilderkennung über die Verarbeitung natürlicher Sprache bis hin zu Empfehlungssystemen. Sie können auf einen umfassenden Datensatz zugreifen oder eine Teilmenge an Ihre spezifischen Anforderungen anpassen, wobei Sie Daten aus einer Kombination verschiedener Quellen und Websites, einschließlich benutzerdefinierter Quellen, verwenden können.
Zu den beliebten Anwendungsfällen gehören das Modelltraining und die Modellvalidierung, bei denen der Datensatz verwendet werden kann, um eine robuste Leistung über verschiedene Anwendungen hinweg sicherzustellen. Darüber hinaus hilft der Datensatz beim Algorithmus-Benchmarking, indem er umfangreiche Daten zum Testen und Vergleichen verschiedener Algorithmen für maschinelles Lernen bereitstellt und die effektivsten für Aufgaben wie Betrugserkennung, Stimmungsanalyse und vorausschauende Wartung identifiziert. Darüber hinaus unterstützt er das Feature Engineering, indem er Ihnen ermöglicht, wichtige Datenattribute aufzudecken und so die Vorhersagegenauigkeit Ihrer Modelle für maschinelles Lernen für Anwendungen wie Kundensegmentierung, personalisiertes Marketing und Finanzprognosen zu verbessern.