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Bright Data (formerly Luminati) gives you the tools to collect public web data at any scale. It offers proxy networks with 400M+ IPs in 195 countries, scraping APIs, a scraping browser, and pre-built datasets — all designed to help you gather competitive intelligence, pricing data, or training data for AI models. The platform handles the hardest parts of web scraping (CAPTCHAs, anti-bot measures, IP rotation) for you. You can download ready-made datasets from sources like Amazon, LinkedIn, and Google without writing code. A free tier is available with no credit card required. Pay-per-use pricing starts at $5.88/GB for residential proxies.
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Amazon Web Services (AWS) is the world's largest cloud computing platform, offering over 200 services that cover everything from hosting your website to running machine learning models. For small businesses, AWS provides the same infrastructure that powers Netflix, Airbnb, and NASA — but you only pay for what you use. The platform covers compute (EC2 virtual servers, Lambda serverless functions), storage (S3 for files, RDS for databases), networking, security, and AI services through Amazon Bedrock and SageMaker. You can start small with a single server and grow to handle millions of users. AWS gives new accounts up to $200 in free credits and access to over 30 always-free services. However, the sheer number of services and pricing complexity can be overwhelming for small teams without dedicated IT staff.
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