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Major challenges of big data include managing the volume, velocity, and variety of data, ensuring data quality and security, and extracting meaningful insights from large and complex datasets. Solutions involve employing scalable infrastructure and technologies like cloud computing and distributed computing frameworks, implementing robust data governance policies, utilizing advanced analytics and machine learning techniques, and investing in skilled personnel to handle and interpret the data effectively. Additionally, organizations can benefit from forming strategic partnerships and collaborations to address challenges collectively and leverage diverse expertise and resources.