Improve the Performance of a Machine Learning Model
- Offered byOpenClassrooms
Improve the Performance of a Machine Learning Model at OpenClassrooms Overview
Improve the Performance of a Machine Learning Model
at OpenClassrooms
Duration | 8 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Improve the Performance of a Machine Learning Model at OpenClassrooms Highlights
Improve the Performance of a Machine Learning Model
at OpenClassrooms
- Earn a certificate of completion from Openclassroom
Improve the Performance of a Machine Learning Model at OpenClassrooms Course details
Improve the Performance of a Machine Learning Model
at OpenClassrooms
Skills you will learn
What are the course deliverables?
- Learning objectives
- By the end of this course, you will be able to:
- Identify common machine learning problems
- Evaluate the performance of a classification and regression model
- Improve the performance of a machine learning model
More about this course
- In this course, we will examine some of the problems you may have encountered when building your models and how these can be addressed
- First, we will examine the problems of underfitting , overfitting and multicollinearity and learn how to spot them
- We will then look at a range of ways to evaluate both classification and regression models, allowing you to choose a method that best suits your task Finally, we will take a look at a number of ways to improve your models, including feature selection , cross-validation , hyper-parameter tuning and regularization
Improve the Performance of a Machine Learning Model at OpenClassrooms Curriculum
Improve the Performance of a Machine Learning Model
at OpenClassrooms
Part #1 - Identify Common Machine Learning Problems
Part #2 - Evaluate the Performance of a Machine Learning Model
Part #3 - Improve the Performance of a Machine Learning Model
Improve the Performance of a Machine Learning Model at OpenClassrooms Faculty details
Improve the Performance of a Machine Learning Model
at OpenClassrooms
Llewelyn Fernandes
Designation : Founder of Think Create Learn (@tcreatelearn), helping young people and career changers build skills in data, AI, robotics, and programming.
Improve the Performance of a Machine Learning Model at OpenClassrooms Entry Requirements
Improve the Performance of a Machine Learning Model
at OpenClassrooms
Eligibility criteria
- Prerequisites Knowledge of Python. If you are unfamiliar with this programming language, we highly encourage you to take the following courses: Learn Python Basics for Data Analysis and Use Python Libraries for Data Science . Knowledge of how to build basic supervised machine learning models in Python. If you are unfamiliar with how to do so, we recommend the following course: Train a Supervised Machine Learning Model
Conditional Offer
- Not mentioned
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