Python Pandas for Business Analytics/ Data Science _ Level 1

I am Dr. Nisha Arora, a corporate trainer, educator, content creator, author, reviewer and tech speaker with almost two decades of experience in teaching and training across academic, research, and professional domains. I hold a Ph.D. in Operations Research and have taught at reputed institutions including Amity University and G.D. Goenka University.
Over the years, I have delivered training sessions in Advanced Python, R, Excel, Data Analysis, Machine Learning, and Statistical Thinking for learners ranging from undergraduate students to working professionals.
My teaching style is focused on simplifying complex concepts through relatable explanations, real-world examples, and interactive learning experiences. I also actively share knowledge through educational content, including video tutorials, blog posts, and professional updates. My focus has been on Python for data analysis, especially using libraries like Pandas, and I’ve created learning resources that support structured as well as self-paced learning. These platforms have helped me engage with a wide learner base and continuously refine my teaching approach based on real learner feedback and evolving trends in the industry.
I have also conducted workshops, masterclasses, and webinars at national and international levels, including sessions for Women in Tech Global, Women in Data Science (WiDS)_ Stanford, National Statistics Institute, Malta, Europe, BIJB Study_New Jersey. My educational content has reached over 1.7 million learners worldwide across platforms. With a strong foundation in mathematics, statistics, and programming, I strive to build confidence in learners and help them apply analytical thinking to practical problems.