Certification
Certification: Machine Learning Foundations – Applied Regression Analysis
Show the world you have AI skills with a certification focused on applied regression analysis. Gain practical expertise in machine learning foundations and demonstrate your mastery of essential data-driven techniques valued across industries.
The exam
Take the certification exam
Multiple-choice questions about the course. Pass with 70% or more and your certificate is issued at once, with a public page and an "Add to LinkedIn" button.
What the exam covers
2 questions from each of the 8 chapters of the course
16 multiple-choice questions, drawn fresh for every attempt. Pass with 70% or more.
- 01Introduction3:42
- 02ML foundations61:05
- 03Regression foundation107:06
- 04Regression intermediate56:55
- 05Multiple linear regression63:45
- 06Advanced regression98:31
- 07Regression project 133:11
- 08Regression project 2149:13
The Certification: Machine Learning Foundations – Applied Regression Analysis provides a comprehensive understanding of essential regression concepts in machine learning. Gain skills such as improved decision-making, increased productivity, and a competitive advantage by mastering core techniques and practical applications. Enroll now to boost your career and stay ahead in the evolving field of machine learning.
This certification covers the following topics:
- Error Calculation and the Mean Squared Error (MSE)
- Understanding Relationships Between Variables
- Linear Regression Model and Notation
- Interpretation of Coefficients (Slope and Intercept)
- Cost Function and Gradient Descent
- Multiple Linear Regression
- Model Evaluation Metrics (Beyond MSE)
- Hypothesis Testing in Linear Regression
- Common Assumptions of Linear Regression
- Practical Implementation with Python
Jobs this certification suits
Our AI checked this certification against 500 jobs; these get the most out of it. Each job links to its learning path.