Programs
Tracks
Memberships
How it works
Log in
Start free
Programs
Tracks
Memberships
How it works
Log in
Start free
VR SCHOOL
ONLINE
Home
Courses
Building the Foundations
Curriculum
3 Sections
11 Lessons
Lifetime
Expand all sections
Collapse all sections
Chapter 7: Demystifying the Math Behind Machine Learning
3
1.1
Working with Data
10 mins
1.2
Exploring the World of Probabilities
10 mins
1.3
Describing the Use of Statistics
10 mins
Chapter 8: Descending the Gradient
3
2.1
Acknowledging Different Kinds of Learning
10 mins
2.2
The Learning Process
10 mins
2.3
Optimizing with Big Data
10 mins
Chapter 9: Validating Machine Learning
5
3.1
Considering the Use of Example Data
10 mins
3.2
Checking Out-of-Sample Errors
10 mins
3.3
Training, Validating, and Testing
10 mins
3.4
Optimizing by Cross-Validation
10 mins
3.5
Avoiding Variance of Estimates and Leakage Traps
10 mins
This content is protected, please
login
and
enroll
in the course to view this content!
Modal title
Main Content