Absolutely not. Online courses continue to be very important for building fundamental knowledge and are crucial for your data science education. However, Challenges will take you to the next level by allowing you to practice in-demand machine learning skills through hands-on projects. Overall, Challenges are more similar to data science competitions than online courses.