good course , some part is typical more statistical part shown, even i have good understanding of ML , so new learner will find little typical. rest tutor voice and language is understandable.
Machine Learning with Python
Machine Learning with Python
This course is part of multiple programs.
Instructors: Joseph Santarcangelo
Access provided by Somaiya Vidyavihar University
613,465 already enrolled
4.7
(17,923 reviews)
Intermediate level
Recommended experience
Flexible schedule
1 hour to complete
Learn at your own pace
94%
Most learners liked this course
What you'll learn
Explain key concepts, tools, and roles involved in machine learning, including supervised and unsupervised learning techniques.
Apply core machine learning algorithms such as regression, classification, clustering, and dimensionality reduction using Python and scikit-learn.
Evaluate model performance using appropriate metrics, validation strategies, and optimization techniques.
Build and assess end-to-end machine learning solutions on real-world datasets through hands-on labs, projects, and practical evaluations.
Skills you'll gain
- Feature Engineering
- Classification And Regression Tree (CART)
- Predictive Modeling
- Python Programming
- Applied Machine Learning
- Machine Learning
- Supervised Learning
- Scikit Learn (Machine Learning Library)
- Dimensionality Reduction
- Regression Analysis
- Unsupervised Learning
- Statistical Analysis
- Machine Learning Algorithms
Details to know
Shareable certificate
Add to your LinkedIn profile
Taught in English
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This course is available as part of
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- Earn a shareable career certificate from IBM
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Learner reviews
4.7
17,923 reviews
- 5 stars
75.88%
- 4 stars
18.63%
- 3 stars
3.45%
- 2 stars
0.99%
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1.02%
Showing 3 of 17923
RV
5
Reviewed on Jan 14, 2025
JT
5
Reviewed on Apr 17, 2020
This course was a great taster for machine learning techniques. My only recommendation would be to add more explanation on tuning techniques for models and cover more of the supporting mathematics.
IK
5
Reviewed on Dec 13, 2022
Thank you Coursera & IBM for offering such a wonderful career-oriented course. Thank you very much Dr SAEED AGHABOZORGI and Dr Joseph Santarcangelo for providing the amazing learning Journey.
