As a data scientist with three (3) years of experience in Telecom, Real Estate and retail sector, I can assure you that my lessons are tailored to provide practical, hands-on experience to students.

My format involves a combination of lectures, discussions, and hands-on exercises. I truely believe in the power of practical application of concepts, hence I provide students with ample opportunities to practice what they have learned in real-world scenarios.

In terms of content, I primarily focus on teaching the fundamentals of data science starting with Basics of Python required in data science and moving to data collection, cleaning, visualization, and analysis sections efficiently and with all due care of the learners. I also cover advanced topics such as data modeling.

The dynamics of my lessons are interactive, as I encourage students or companies to ask questions and engage in discussions. I also provide personalized feedback to help students identify areas where they need improvement.

Having worked in Telecom, Real Estate and retail sector, I bring a wealth of experience to my lessons, providing practical examples and case studies that students or companies can relate to. I believe that my experience in different industries has given me a broad perspective on data science and how it can be applied to solve real-world problems.

Overall, my lessons are designed to equip students or companies with the skills they need to succeed in the field of data science, while also providing them with the confidence to apply their skills in real-world scenarios.