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6 Web Scraping Challenges & Practical Solutions
Web scraping, the process of extracting required data from web sources, is an essential tool; however, it is a technique fraught with challenges. See below the most common web scraping challenges and practical solutions to address them.
AI Fail: 4 Root Causes & Real-life Examples
Whether it’s a self-driving car crash, a biased algorithm, or a breakdown in a customer service chatbot, failures in deployed AI systems can have serious consequences and raise important ethical and societal questions.
Web Scraping for Recruiters: Top Tools & Techniques
Bright Data’s Data collector automatically extracts publicly available data from LinkedIn for recruiters.
Scraping Financial Data Without Coding
While official financial data providers do offer APIs, these are often limited in scope, access, or flexibility especially for real-time or niche data needs. As a result, financial data scraping has become a common approach to collecting such information, typically using technologies like web scrapers, headless browsers, and HTML parsers.
What is Homomorphic Encryption? Benefits & Challenges
The increasing usage of cloud services and collaboration between companies to monetize data raises concerns over data privacy. Regulations such as the General Data Protection Regulations (GDPR) aim to protect consumers’ privacy, and businesses pay serious fines in case of non-compliance. This creates a tradeoff between data privacy and utility for companies.
Top 30+ NLP Use Cases with Real-life Examples
Natural Language Processing (NLP) has become a driving force behind business transformation across industries. The NLP market is projected to hit $53.42 billion by the end of 2025, growing at a remarkable annual rate of 24.76% to reach $201.49 billion by 2031, as companies increasingly look for competitive edges through these technologies.
How to Build a Chatbot: Components & Architecture
Chatbots are communication channels that enable businesses to be available for their customers 24/7. They serve various purposes across different industries, such as answering frequently asked questions, engaging with customers, and providing deeper insights into customer needs. Understanding chatbots’ underlying architecture is essential to reaping the most benefits.
Wu Dao 3.0: China's Version of GPT
In July 2023, the Beijing Academy of Artificial Intelligence (BAAI) unveiled Wu Dao 3.0, the successor to their previous AI system. This new iteration takes a different approach, focusing on helping startups and smaller companies build their own AI applications without sacrificing performance.
Compare 45+ MLOps Tools
Machine Learning Operations (MLOps) brings DevOps principles into machine learning to simplify workflows from model development to deployment and maintenance.
Top 20 Manufacturing Analytics Case Studies
High maintenance costs, unexpected downtimes, and inefficient processes continue to challenge manufacturers. To stay competitive, companies are leveraging manufacturing analytics to optimize operations and enhance asset performance. Explore the top 20 real-world case studies where manufacturers used analytics insights to cut costs, reduce unplanned downtime, and boost productivity.