intermediateCertificate$12.99
Feature Engineering for Machine Learning
by Soledad Galli · Udemy
4.6(6,800 reviews)
40K+ enrolled11 hoursUpdated 2024-11
What You'll Learn
Understand the fundamentals and key concepts of feature engineering
Apply feature engineering techniques to solve real-world problems
Understand the fundamentals and key concepts of machine learning
Apply machine learning techniques to solve real-world problems
Understand the fundamentals and key concepts of data preprocessing
Apply data preprocessing techniques to solve real-world problems
About This Course
Master feature engineering covering variable transformation, encoding, discretization, and handling missing data for ML models.
Curriculum
Module 1: Feature engineering & Machine learning6 lessons
- Introduction to feature engineering
- Feature engineering in Practice
- Hands-on Exercise: Feature engineering
- Introduction to machine learning
- Machine learning in Practice
- Hands-on Exercise: Machine learning
Module 2: Data preprocessing & Python6 lessons
- Introduction to data preprocessing
- Data preprocessing in Practice
- Hands-on Exercise: Data preprocessing
- Introduction to Python
- Python in Practice
- Hands-on Exercise: Python
Module 3: Scikit-learn3 lessons
- Introduction to scikit-learn
- Scikit-learn in Practice
- Hands-on Exercise: Scikit-learn
Instructor
Soledad Galli
Instructor at Udemy
Pros & Cons
Pros
- Offers a certificate of completion
- High-quality video lectures
- Taught by Soledad Galli
- Well-structured curriculum
Cons
- Requires paid subscription
- Self-paced requires discipline
$12.99
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