Provide a comprehensive analysis of the divergent characteristics of Data Science and Business

Analytics within the contemporary business landscape, highlighting their distinctive approaches,

techniques, and impact on organizational progress and advancement? $[10$ marks$]$

Provide a concise yet comprehensive overview of the sequential stages that are typically involved in a

Data Science project, outlining the essential steps and highlighting their significance in ensuring the

successful execution and delivery of the project? $[10$ marks$]$

Evaluate and provide a thorough analysis of the divergent characteristics between Supervised and

Unsupervised Learning methodologies in the realm of Machine Learning, highlighting their respective

strengths, limitations$,$ and practical use cases? $[10$ marks$]$

Differentiate between data science and statistics, based on your comprehension and expertise in the

fieid? $[10$ marks$]$