What Will You Learn?
• This class will teach you the end-to-end process of investigating data through a machine learning lens, and you'll apply what you've learned to a real-world data set.
• Learn this and everything else in our catalog with our All Access subscription!
About This Course
Provider: Udacity.com
Format: Online
Duration: 8 hours to complete [Approx]
Target Audience: Beginner
Learning Objectives: This class will teach you the end-to-end process of investigating data
Course Prerequisites: NA
Assessment and Certification:Earn a Certificate upon completion from the relevant Provider
Instructor: Katie Malone
Key Topics: Machine Learning,SVM,Algorithim,PCA,Metrics
Topic Coverd:
- Welcome to Machine Learning
- Naive Bayes
- SVM
- Decision Trees
- Choose Your Own Algorithm
- Datasets and Questions
- Regressions
- Outliers
- Clustering
- Feature Scaling
- Feature Selection
- Text Learning
- PCA
- Validation
- Evaluation Metrics
- Tying It All Together
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