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
Demystifying the Math Behind Machine Learning
6
1.1
Working with Data
1.2
Exploring the World of Probabilities
1.3
Quiz for Working with Data
7 Questions
1.4
Describing the Use of Statistics
1.5
Quiz for Exploring the World of Probabilities
8 Questions
1.6
Quiz for Describing the Use of Statistics
7 Questions
Descending the Gradient
6
2.1
Acknowledging Different Kinds of Learning
2.2
The learning process
2.3
Quiz for Acknowledging Different Kinds of Learning
7 Questions
2.4
Optimizing with big data
2.5
Quiz for The learning process
7 Questions
2.6
Quiz for Optimizing with big data
6 Questions
Validating Machine Learning
10
3.1
Considering the Use of Example Data
3.2
Checking Out-of-Sample Errors
3.3
Quiz for Considering the Use of Example Data
5 Questions
3.4
Training, Validating, and Testing
3.5
Quiz for Checking Out-of-Sample Errors
6 Questions
3.6
Optimizing by Cross-Validation
3.7
Quiz for Training, Validating, and Testing
5 Questions
3.8
Avoiding Sample Bias and Leakage Traps
3.9
Quiz for Optimizing by Cross-Validation
6 Questions
3.10
Quiz for Avoiding Sample Bias and Leakage Traps
6 Questions
Starting with Simple Learners
6
4.1
Discovering the Incredible Perceptron
4.2
Growing Greedy Classification Trees
4.3
Quiz for Discovering the Incredible Perceptron
6 Questions
4.4
Taking a Probabilistic Turn
4.5
Quiz for Growing Greedy Classification Trees
6 Questions
4.6
Quiz for Taking a Probabilistic Turn
6 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
