Machine Learning Fundamentals
Use Python and scikit-learn to get up and running with the hottest developments in AI
What You'll Learn in This Course
Master key concepts and practical skills through structured learning modules. By completing this curriculum, you'll gain valuable expertise applicable to real-world scenarios.
Learning Outcome 1
Understand the importance of data representation
Learning Outcome 2
Gain insight into the difference between supervised and unsupervised models
Learning Outcome 3
Explore the data using the Matplotlib library
Learning Outcome 4
Study popular algorithms, such as K-means, Gaussian Mixture, and Birch
Learning Outcome 5
Implement a confusion matrix using scikit-learn
Skills You'll Develop
This comprehensive Machine Learning Fundamentals curriculum is designed to take you from foundational concepts to advanced implementation. Each module builds upon the previous, ensuring a structured learning path that maximizes knowledge retention and practical application.
Course Requirements & Target Audience
Understand what you need to succeed in this course and determine if it's the right fit for your learning goals
What you need before starting this Machine Learning Fundamentals course:
- You must have some knowledge and experience in Python programming, but you do not need any prior knowledge of scikit-learn or machine learning algorithms.
This course is perfect for:
- Motivated learners at any level
- Self-paced students
- Anyone interested in the subject
This course might not be suitable if:
- • You're looking for a quick tutorial rather than comprehensive learning
- • You prefer learning without structured curriculum
- • You need highly specialized or niche content
Course Information & Details
Everything you need to know about this online course, from duration to certification
Course Instructor
Packt Publishing
Expert instructor with industry experience
Course Language
English
All materials in English
Start Your Learning Journey Today
This online course offers comprehensive training with expert instruction, practical exercises, and a certificate of completion. Join thousands of students advancing their careers through quality online education.
View Current Pricing
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Pricing may vary. Check the course provider for current promotions and exact pricing.
What's Included
- 3.5 hours on-demand video
- Access on mobile and TV
- Certificate of Completion
- Full lifetime access
- ✓Instant access after enrollment
- ✓Learn at your own pace
- ✓Direct enrollment with Udemy
Continue Your Learning Journey
Machine Learning Fundamentals isn't for you? Don't worry, explore these courses and advance your skills or learn something totally new.