Great Learning
Python for Data Science - Data Science with Python - Python for Data Analysis
Data science with python starts focuses on an introduction to Python and Python IDEs, followed by looking at data structures in Python. Then we look at object-oriented programming.
YouTube10 hours 56 minutesSelf-pacedFree video
Institute for Advanced Study
Assumption-Free Prediction Intervals for Black-Box Regression Algorithms - Aaditya Ramdas
Explore assumption-free prediction intervals for regression algorithms, covering split conformal prediction, CQR, full conformal prediction, and jackknife intervals with practical examples.
YouTube1 hour 22 minutesSelf-pacedFree video
Steve Brunton
Koopman Spectral Analysis - Overview
Explore Koopman operator theory for dynamical systems, its recent resurgence, and applications like Dynamic Mode Decomposition in this comprehensive overview.
YouTube28 minutesSelf-pacedFree video