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Big data refers to extremely large datasets that cannot be easily managed or analyzed using traditional data processing tools. Hadoop is an open-source framework designed to store and process big data across distributed computing systems, using components like HDFS for storage and MapReduce for data processing. read less

The best materials for learning Hadoop include *Hadoop: The Definitive Guide* by Tom White, online courses from platforms like Coursera and edX, official Apache Hadoop documentation, and hands-on tutorials from websites like DataCamp. Engaging in community forums also provides valuable insights and support. read less

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Algorithms are also beneficial for designing and implementing scalable web applications that provide an optimal user experience.

For example, many applications come with specific development requirements and issues.

Algorithms give web developers the tools for tailoring solutions to particular problems

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no. Websites will always need that human element and professional web developers will always remain the best choice for the job. Sometimes when people try to do web design for websites on their own, they can miss crucial steps and miss things that an experienced front-end developer wouldn't.

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Python has several advantages over Ruby:

1. **Versatility**: Python is used in various fields like web development, data science, machine learning, automation, and more, while Ruby is primarily known for web development.
2. **Popularity**: Python has a larger user base and community, which means more libraries, resources, and support.
3. **Readability**: Python’s syntax is often considered clearer and more readable, which can make it easier to learn and maintain.
4. **Job Market**: Python skills are in high demand across many industries, potentially offering more job opportunities.
5. **Performance**: Python generally has better performance optimization options and a larger ecosystem of tools for performance improvements.

Both languages have their strengths, but Python's broader application and community support often make it a more versatile choice.

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