Machine Learning with Python and SKLearn: Ridge Regression
In this video lecture series, we go over the basics of Machine learning using Python and the SKLearn toolbox. We give an introduction to machine learning and start with a simple linear regression example. The lecture series continues with more advanced methods to create nonlinear models and introduce regularization methods like LASSO, Ridge Regression, and Elastic Net Regression.
To download the ML_data.csv data set, click here:
https://kodypowell.che.utah.edu/wp-content/uploads/sites/3/2024/03/ML_Data.csv
For the previous video in this lecture series, click here: https://youtu.be/S62Yl4HHca0
For the next video in this lecture series, click here: https://youtu.be/M0UVUHy7l1M
For a playlist of the entire course, click here:
https://www.youtube.com/playlist?list=PLliuty-DnCefs098rXyVkBDAqP-oRElgw
Видео Machine Learning with Python and SKLearn: Ridge Regression канала Kody Powell
To download the ML_data.csv data set, click here:
https://kodypowell.che.utah.edu/wp-content/uploads/sites/3/2024/03/ML_Data.csv
For the previous video in this lecture series, click here: https://youtu.be/S62Yl4HHca0
For the next video in this lecture series, click here: https://youtu.be/M0UVUHy7l1M
For a playlist of the entire course, click here:
https://www.youtube.com/playlist?list=PLliuty-DnCefs098rXyVkBDAqP-oRElgw
Видео Machine Learning with Python and SKLearn: Ridge Regression канала Kody Powell
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Heat Transfer - Chapter 2 - Example Problem 2 - Calculating Heat Rate from a Temperature ProfileHeat Transfer Live Lecture 10/14/19Machine Learning in Python: Evaluating a Multi-Layer Perceptron ModelNumerical Solution to thin fin with convection and radiationHeat Transfer Live Lecture 8/26/19Heat Transfer Live Lecture 8/28/19Heat Transfer Live Lecture 8/23/19Heat Transfer Live Lecture 10/4/19Heat Transfer Crash Course: Example exam problem: Finding U, the overall heat transfer coefficientOptimization with Python and SciPy: Unconstrained OptimizationHeat Transfer Crash Course: Example exam problem: Generation and energy balanceData Visualization in Power BI: Tutorial Part 3Heat Transfer Crash Course: Example exam problem: Heat exchanger effectivenessHeat Transfer - Chapter 8 - Internal Convection Heat Transfer CorrelationsMachine Learning with Python and SKLearn: Fitting a Linear Multivariate ModelMachine Learning with Python and SKLearn: IntroductionAn Application Programming Interface (API) for Python and CollimatorCool Science Project! Computer coding to simulate projectile motion (with a Nerf Gun): Free BodyHeat Transfer Live Lecture 9/4/19Thermal Modeling in Python: Using Collimator as a User Interface