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Scikit-Learn Essentials
Classification, regression, and clustering with the most popular ML library.
Intermediate 1h 37m 8 lessons 10 videos 1 quizzes
AE
AI Education Team
Course Instructors, EduInt BD
FREE
100% Free Course
8 Lessons
1h 37m
Intermediate
Certificate
Open to All
What You'll Learn
Build classification models with scikit-learn
Perform regression analysis
Implement clustering algorithms
Evaluate models with cross-validation
Tune hyperparameters for better performance
Course Curriculum
8 lessons · 1h 37m
1
Introduction to Scikit-Learn
Video5 min
2
Classification: Predicting Categories
Code15 min
3
Regression: Predicting Numbers
Code15 min
4
Clustering: Finding Patterns
Code12 min
5
Model Evaluation & Cross-Validation
Video10 min
6
Hyperparameter Tuning
Code10 min
7
Project: Iris Flower Classifier
Project20 min
8
Quiz: Scikit-Learn
Quiz10 min
Who Should Join
Learners who completed Python for ML and want to build real ML models.
Course Details
Videos10
Code Examples8
Quizzes1
LevelIntermediate
Duration1h 37m
4.8(120+ ratings)
Student ratings
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