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Let us travel back in history to understand how mathematics thousands of years ago has been refined and grown, how adding structure from statistics helps presenting and understanding data. Finally, we will be seeing how technology has shaped and enabled mathematics to become scalable and reusable into creating the buzz of Artificial Intelligence we see today. We will also look at the different variants of AI and Machine Learning to understand where they apply best to business problems so business and data leaders can navigate the AI Jungle and build efficient data science teams. In the end we will look into the future of AI, what paradigm shifts are coming and how can we prepare for it, for those that want to stay ahead of the curve.