Very nice material with good explanation for each module
Advanced Machine Learning Algorithms
Advanced Machine Learning Algorithms
This course is part of Fractal Data Science Professional Certificate
Instructor: Analytics Vidhya
Access provided by New York State Department of Labor
2,050 already enrolled
3.5
(10 reviews)
Beginner level
Recommended experience
Flexible schedule
Learn at your own pace
What you'll learn
Employ regularization techniques for enhanced model performance and robustness.
Leverage ensemble methods, such as bagging and boosting, to improve predictive accuracy.
Implement hyperparameter tuning and feature engineering to refine models for real-world challenges.
Combine diverse models for superior predictions, expanding your predictive toolkit.
Skills you'll gain
- Applied Machine Learning
- Performance Tuning
- Feature Engineering
- Algorithms
- Artificial Intelligence and Machine Learning (AI/ML)
- Classification And Regression Tree (CART)
- Machine Learning Algorithms
- Regression Analysis
- Random Forest Algorithm
- Decision Tree Learning
- Machine Learning
- Supervised Learning
- Predictive Modeling
Details to know
Shareable certificate
Add to your LinkedIn profile
Taught in English
See how employees at top companies are mastering in-demand skills
Build your Data Analysis expertise
This course is part of the Fractal Data Science Professional Certificate
When you enroll in this course, you'll also be enrolled in this Professional Certificate.
- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate from Fractal Analytics
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Reviewed on Jul 6, 2024
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