 Type Learning
 Level Advanced
 Time Weeks
 Cost Free
Data Science II  Foundations of Machine Learning
Issued by
Colaberry
The earner understands the basic foundations of Machine Learning, with extended knowledge in Math & Statistics, Regression, and Classification models.
 Type Learning
 Level Advanced
 Time Weeks
 Cost Free
Skills
 ANOVA
 Basic Probability
 Chi Square Testing
 Common Distributions
 Hypothesis Testing
 Introduction To Statistics
 Linear Algebra
 Linear Regression Models
 Logistic Regression
 Model Selection
 Naive Bayes
 Outlier Analysis
 Polynomial Regression
 Regression Metrics
 Set Theory
 Supervised And Unsupervised Learning
Earning Criteria

Linear Algebra  Introduction to Statistics and Probability  Distributions and Associated Statistics  Statistics Revisited  Linear Regression Models  Model Selection and Polynomial Regression  Classification and Logistic Regression  Classification  Naive Bayes