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Machine Learning Fundamentals
Practical ML from linear regression to deep neural networks.
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Beginner
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AI / ML
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4.7
(890 reviews)
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7,801 students
descriptionAbout this course
Practical ML from linear regression to deep neural networks.
schoolWhat You'll Learn
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Understand supervised and unsupervised learning
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Implement linear regression and classification algorithms
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Build decision trees and random forest models
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Apply clustering with K-Means and hierarchical methods
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Evaluate models with cross-validation and metrics
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Tune hyperparameters for optimal performance
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Understand neural networks and backpropagation
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Deploy ML models to production with Flask API
checklistRequirements
- arrow_right Basic Python programming skills
- arrow_right High school mathematics (linear algebra basics helpful)
- arrow_right Curiosity about AI and machine learning
featured_play_listThis Course Includes
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24.0 hours on-demand video
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8 articles & resources
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Full lifetime access
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Mobile & desktop access
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Certificate of completion
$59.99
$79.99
25% OFF
timer 2 days 14:32:08 left at this price!
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30-Day Money-Back Guarantee. Not satisfied? Full refund, no questions asked.
This Course Includes
play_circle24.0h on-demand video
article8 articles & resources
all_inclusiveFull lifetime access
card_membershipCertificate of completion
