Explore the journey from analyst to data scientist in this informative 38-minute video presentation by Marwan Kashef. Learn about the key differences between data analyst and data scientist roles, and discover three potential paths to transition into data science: self-teaching, formal education, and in-role upskilling. Gain insights into designing your own learning curriculum, understand the benefits of formal education programs, and learn strategies for developing data science skills within your current position. Benefit from Kashef's personal experience and advice on making a successful career transition in the field of data science.