Published by Cheran Ratnam
Experienced Data Science professional and published author with a Ph.D. in Information Science and
more than ten years of corporate experience, focusing on machine learning, data science, and advanced
analytics. AWS and Azure certified data scientist and machine learning expert, specializing in delivering
advanced analytics solutions, leading data science projects, and driving cross-functional collaborations
for advanced data science and machine learning initiatives. Proficient in Python, R, SQL, Apache Spark,
cloud platforms (Azure, AWS, GCP), and DevOps tools.
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