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In the 21st century, the biggest issue is produced in terms of storage, processing, and sharing of computing resources with the enhancement of techniques. This issue is resolved with the amalgamation of big data and Cloud Computing techniques. Big data techniques help in handling new datasets efficiently Whereas Cloud Computing techniques provide an online storage model where the concept of virtualization is used. The combination of cloud computing and big data has set a new standard for future educational institutions and corporations. Users are capable to work according to their convenience by using Cloud Computing environments, while big data environments provide useful insights and information to them. This paper introduces big data along with various machine learning methods and Cloud Computing concepts. It also discusses the relationship between big data and cloud computing platforms, as well as the issues they pose.