Skip to content
info@sejal-learn.com
Instagram
X-twitter
Youtube
Linkedin
Facebook
Login
Sign Up
info@sejal-learn.com
Instagram
X-twitter
Youtube
Linkedin
Facebook
Login
Sign Up
Course Catalog
About
Contact Us
Home
All Programs
Computers
Data Science
Machine Learning
Getting Started with the Math Basics
Getting Started with the Math Basics
Curriculum
4 Sections
14 Lessons
10 Weeks
Expand all sections
Collapse all sections
Chapter 7: Demystifying the Math Behind Machine Learning
6
1.1
Working with Data
1.2
Quiz for Working with Data
7 Questions
1.3
Exploring the World of Probabilities
1.4
Quiz for Exploring the World of Probabilities
7 Questions
1.5
Describing the Use of Statistics
1.6
Quiz for Describing the Use of Statistics
7 Questions
Chapter 8: Descending the Gradient
6
2.1
Acknowledging Different Kinds of Learning
2.2
Quiz for Acknowledging Different Kinds of Learning
6 Questions
2.3
The learning process
2.4
Quiz for The learning process
6 Questions
2.5
Optimizing with big data
2.6
Quiz for Optimizing with big data
7 Questions
Chapter 9: Validating Machine Learning
10
3.1
Considering the Use of Example Data
3.2
Quiz for Considering the Use of Example Data
6 Questions
3.3
Checking Out-of-Sample Errors
3.4
Quiz for Checking Out-of-Sample Errors
6 Questions
3.5
Training, Validating, and Testing
3.6
Quiz for Training, Validating, and Testing
6 Questions
3.7
Optimizing by Cross-Validation
3.8
Quiz for Optimizing by Cross-Validation
8 Questions
3.9
Avoiding Sample Bias and Leakage Traps
3.10
Quiz for Avoiding Sample Bias and Leakage Traps
5 Questions
Chapter 10: Starting with Simple Learners
6
4.1
Discovering the Incredible Perceptron
4.2
Quiz for Discovering the Incredible Perceptron
6 Questions
4.3
Growing Greedy Classification Trees
4.4
Quiz for Growing Greedy Classification Trees
6 Questions
4.5
Taking a Probabilistic Turn
4.6
Quiz for Taking a Probabilistic Turn
7 Questions
This content is protected, please
login
and
enroll
in the course to view this content!
Your Journey Starts Here
Course Catalog
About
Contact Us
Login/Sign Up
Modal title
Main Content
